Simulation twin that certifies AI close and exception agents before they can post, approve, or reconcile in ERP.
Digital world simulation for AI agent reliability testing
4.5
453 dossiers
Top-rated dossiers.
Ranked by overall score, with newest reports used as the tie-breaker.
Section
Highest scores
Composite release OS that turns aerospace design changes into supplier-ready RFQs, QA plans, and first-article approvals.
on-demand composite parts manufacturing marketplace
4.5
Per-turn latency router for multilingual service voice agents, keeping interruption-heavy calls fast without a custom speech stack.
Real-time voice infrastructure for enterprise AI agents
4.2
Bank-program OS for emerging-market commercial banks approving stablecoin-funded settlement into local business accounts.
Emerging-market bank rails for stablecoin settlement
4.2
Crypto-debt command center that turns weak-cipher and PQC findings into owned fixes across hybrid application portfolios.
Post-quantum cryptography operations
4.2
Shortage-resolution autopilot for hardware supply chains that reallocates inventory and execution plans across ERP and logistics stacks.
Supply-chain exception autonomy layer
4.2
PQC cutover flightdeck that rehearses certificate rotations for enterprise AI platforms before machine-identity sprawl causes outages.
Post-quantum trust infrastructure for AI identity sprawl
4.2
48-hour job-cost close autopilot for self-perform contractors that turns AP, payroll, and project data into trusted WIP.
AI for construction financials
4.2
Post-trade break engine for brokerages launching institutional crypto, reconciling venue, clearer, and custodian books.
Institutional crypto infrastructure
4.2
Release packager for tuned open-weight code models across AI clouds and private GPU clusters without latency or eval regressions.
Open-source AI cloud control plane
4.2
Transfer-agency AI for evergreen private-credit and real-estate funds that clears subscriptions, redemptions, and cash breaks.
Private-markets back-office AI
4.2
Trace-to-model foundry for app-generation platforms that distills accepted build actions into cheaper proprietary task models.
Base44 proprietary coding model
4.2
Coolant reliability control plane for liquid-cooled GPU clouds that plans maintenance before contamination idles racks.
Omen AI coolant monitoring
4.2
AI capture puck plus Procore-native integration that converts GC site walkthroughs into RFIs, field reports, and punch lists without manual rekeying.
Enterprise AI meeting hardware
4.2
Wallet-to-ledger closebook for cross-border merchants so AI-assisted checkout orders reconcile cleanly across FX, tax, and refunds.
Airwallex autonomous finance
4.2
Policy-safe trace relay for AI vendors in customer VPCs, exporting redacted support evidence without raw-data exfiltration.
AI-native observability running inside customer cloud
4.2
AI dispatch agent for truck owner-operators: automates load booking, compliance, and invoicing end-to-end with no human dispatcher required.
Cargofy AI freight dispatch workforce
4.2
Pix payout passport for global marketplaces paying Brazilian sellers, packaging FX evidence for every stablecoin-funded payout.
Cross-border stablecoin settlement backed by regulated local banking
4.2
Knowledge expiry gate that quarantines stale docs before support and employee AI agents answer from them.
Enterprise data ROT cleanup for AI readiness
4.2
Release-assurance graph for SAP manufacturers to predict what custom ERP changes will break before cutover windows.
AI operating system for enterprise software modernization
4.2
Control plane that shadow-tests email and CRM permissions before support agents can act on customer conversations.
AI agent governance stack
4.2
Task-scoped credential broker for Copilot Studio MCP agents that replaces static secrets with auditable, short-lived access.
Agent IAM for Copilot Studio
4.2
Detection release gate for Databricks-native SOCs that backtests AI-written Panther detections and workflows before production.
Programmable AI SOC for the security lakehouse
4.2
Vendor-neutral cutover plane to shadow-test and migrate AI support agents into Agentforce without hurting resolution or escalations.
Agentic customer service consolidation
4.2
Age-band compliance SDK for UK social and AI companion apps to enforce under-16 bans and teen feature limits without storing IDs.
UK age verification mandate for social platforms
4.2
Continuity compiler for code-migration agents that shadow-tests fallback models before export controls strand global releases.
Enterprise AI continuity when governments suspend flagship models
4.2
Evidence-close OS for UK accountancy firms that turns messy sole-trader records into HMRC-ready quarterly filings with reviewer-only exceptions.
Making Tax Digital filing copilot
4.2
Patch-and-contain control plane for AI gateways that rolls fixes, rotates model keys, and quarantines exposed paths.
LiteLLM gateway exploit chain
4.2
Cross-modal biology OS that helps oncology biotechs rank and validate asset combinations before expensive expansion trials.
Biology reasoning layer for drug R&D
4.2
Replay layer that proves AI incident agents used the right evidence before SRE teams trust a root-cause answer.
Observability and monitoring platform for AI agents in enterprise production
4.2
Matter-routing OS that helps lean enterprise legal teams pull routine commercial and privacy work back from law firms.
Wordsmith legal ops funding
4.2
Agentic exception-clearance OS for regional banks and credit unions to turn mortgage and HELOC files into decision-ready packages without manual rework.
Agentic bank back-office automation
4.2
Commissioning OS for AI cluster operators to validate multi-vendor Ethernet fabrics before idle GPUs delay revenue.
Heterogeneous AI fabric for multi-vendor GPU clusters
4.2
Task-to-dataset foundry for warehouse robot teams replacing slow teleop with transfer-scored human motion data packs.
Embodied training data marketplace for general-purpose robotics
4.2
Policy simulator that lets enterprises approve AI agents to query governed data across Snowflake, Databricks, and SaaS.
MCP governance platform for enterprise agentic AI
4.2
Tenant-safe KV cache layer that prewarms repeated enterprise copilot context, cutting GPU spend without cross-tenant leakage.
KV caching infrastructure for enterprise AI inference
4.2
Workflow-level model governance layer for enterprise AI teams to approve route changes, enforce data policy, and charge back spend.
Multi-model AI inference routing and enterprise control plane
4.2
Mission-readiness OS for defense integrators operating mixed modular AI data centers across disconnected ships, bases, and remote sites.
Modular AI data centers for defense and edge deployments
4.2
Runtime trust layer for enterprise VS Code fleets that blocks malicious extensions and auto-rotates exposed CI and cloud secrets.
CI/CD supply chain attack via poisoned VS Code extension
4.2
Broker for AI coding teams to run tests and generated code in signed, auditable sandboxes across fragmented cloud capacity.
Serverless GPU cloud for AI coding and agent runtimes
4.2
Real-time committed-spend ledger for multinational controllers to close faster and stop off-contract spend before month-end.
Pivot agentic procurement AI Series B
4.2
AI delivery command center that gets funded enterprise workflows live in 90 days without PMO sprawl or SI black boxes.
Unframe enterprise AI delivery funding
4.2
Relationship-aware inbox firewall that stops AI-crafted vendor and payroll scams before finance teams move money.
Ocean stealth launch for AI phishing defense
4.2
Enterprise AI sprawl OS that safely shuts down idle GPU and cloud resources, turning waste cleanup into finance-grade savings.
Greenpixie cloud waste reduction funding
4.2
AI case-assembly engine that turns cloud and identity alerts into analyst-ready investigations for lean SaaS SOCs.
Exaforce for overloaded SOCs
4.2
Release-control plane for design-build contractors that turns model revisions into field-ready work packages and owner handover.
NXT Activate AEC accelerator
4.2
Assurance layer for multilingual AI voice agents that catches translation, policy, and tool-call errors before they hit customers.
Realtime voice agent APIs
4.2
Migration control plane that learns spreadsheet logic and ports it safely into AI-native enterprise apps.
Pit Stockholm AI seed
4.2
Non-dilutive growth lines for cash-pay virtual clinics, underwritten on prescription refill cohorts instead of equity.
non-dilutive DTC health capital
4.2
Independent rollout firewall that replays production prompts across AI clouds to catch quality, latency, and cost regressions.
AI inference consolidation
4.2
Managed browser runtime that lets revenue-cycle AI agents reliably work payer portals without breaking on auth, drift, or audits.
AI agent web infrastructure
4.2
Turns enterprise workflows into RL training sandboxes so AI agents improve from experience, not expensive human labels.
Ineffable Intelligence superlearner seed round
4.2
Tax-identity rail for crypto brokers that turns CARF self-cert cleanup into reusable, audit-ready compliance data.
CARF compliance data rail
4.0
Automated ops platform for regulated enterprises to run dedicated in-country AI clusters without specialist infra staff.
Single-tenant AI cloud demand
4.0
Secure revision cloud for auto and defense electronics teams to test PCB changes on real hardware in hours, not respin cycles.
Remote minute-scale PCB prototyping
4.0
MiCA operations ledger for EU EMIs launching stablecoin accounts, reconciling wallet balances to safeguarded funds and audit packs.
Zerohash MiCA EMI licensing
4.0
Brief-to-dataset OS for ecommerce AI teams to commission rights-cleared product videos, 3D assets, and edge-case imagery from creators.
Creative data procurement for model labs
4.0
Identity and revocation control plane for autonomous coding agents touching GitHub, cloud, and SaaS tools.
Trust infrastructure for autonomous AI agents
4.0
Release firewall that lets enterprises give IT agents write access to SaaS systems without blind production risk.
Agentic AI security layer
4.0
Water-loss workflow for UK managing agents that turns occupancy and meter data into repair tickets, savings proof, and renewal leverage.
Commercial water waste action layer
3.9
GxP work-orchestration OS that routes submission work across CROs and AI agents without breaking audit trails or data boundaries.
External work orchestration for AI agents
3.9
Promotion gate that turns local Ollama prototypes into policy-checked, reproducible model releases for regulated enterprise copilots.
Open-model runtime for enterprise developers
3.9
Compiles automation-run history into reward models and eval gates so workflow-platform agents can author and self-heal integrations.
Prime Intellect open RL stack
3.9
Zero-instrumentation per-customer AI margin meter that plugs vertical SaaS billing into real token/GPU cost truth.
AI token cost attribution after Attribute acquisition
3.9
Marketing-rule supervisor that clears AI-drafted fund commentary and factsheets before asset managers publish.
Agentic law infrastructure for regulated enterprises
3.9
Contract-triggered GovCon OS that turns a first DoD award into the right CMMC, payroll, insurance, and personnel-security stack.
Defense startup GovCon back office
3.9
Turns a payer's own compliance audit trail into automatic RL reward data that retrains its in-house claims agent on the exact cases it fails.
AI agent training environments
3.9
Blast-radius control plane for Langflow-style agent apps that swaps shared keys for step-scoped access and breach kill-switches.
Langflow agent-ransomware hardening
3.9
Export-grade package passport for Indian OSATs that compresses chip qualification and lot traceability into one workflow.
CG Semi OSAT production ramp
3.9
Rollout gate for coding agents that diff-tests hidden vendor behavior across regions and auto-routes risky developer cohorts.
Alibaba Claude Code enterprise ban
3.9
Multi-buyer working-capital cockpit for Indian suppliers that forecasts, routes, and funds approved invoices before cash gaps hit.
Supply-chain finance consolidation
3.9
Exception-cell OS for appliance and HVAC plants, turning end-of-line rework and kit completion into one-day robot skills.
Deploy-ready physical AI for factories
3.9
Real-time spend guardrails that let AI agents pay suppliers over programmable stablecoin rails like MainUSD without losing control.
MainUSD for agentic cross-border settlement
3.9
Pre-silicon compatibility lab for AI appliance vendors to de-risk semi-custom GPU programs before tapeout.
Licensable AI chip architecture
3.9
Tax-close ledger for hybrid-billing software companies that turns invoice lines into filing-ready sales-tax and VAT audit packs.
AI-managed global sales tax
3.9
Milestone-finance OS for space suppliers that turns sovereign contracts into bankable working capital.
Nebex space-economy financial exchange
3.9
Attack-replay and step-up gate for AI support agents handling account recovery, refunds, and entitlement resets.
Agentic security control plane
3.9
Revenue activation OS for AI factories to turn phased GPU deliveries into tenant-ready capacity without overselling launch dates.
Firmus' Batam AI factory build-out
3.9
Silicon-anode-native qualification SaaS cutting cell maker integration time from 18 months to 4 months.
Sicona's ARENA-backed anode factory
3.9
Optical rollout OS for AI data centers that validates transceiver choices and cutover plans before GPU clusters go live.
Mesh Optical acquisition clearance for AI data-center links
3.9
Guardrail layer for RevOps-built internal apps that tests permissions, data joins, and commission logic before launch.
Managed enterprise controls for vibe-coding rollouts
3.9
Post-deploy autofix gate for Cursor-heavy SaaS teams that traces bad releases from logs to code diffs and opens scoped hotfix PRs.
AI-native log-first observability platform for AI-era engineering teams
3.9
Housing navigation benefit for self-insured employers: catch at-risk employees before a housing crisis becomes a $15K+ turnover event.
AI-powered housing stability platform for health payers
3.9
AI notice-resolution rail that turns state payroll tax letters into root-cause fixes across payroll, HR, and agency systems.
AI-native payroll and HR compliance automation
3.9
Standard-work OS for warehouse teams to prove which humanoid tasks are safe, economic, and rollout-ready across sites.
humanoid fleet ops for warehouse deployment
3.9
Tender ops rail for late-stage startup CFOs to run employee liquidity windows without banker, law-firm, and spreadsheet chaos.
venture secondary market data rail
3.9
Rollover OS for embedded insurance brokers to migrate acquired home and auto books across carriers without coverage lapses.
policy book migration for embedded insurance
3.9
AI backport factory for self-hosted software vendors that ships CVE fixes, VEX, and customer proof across supported branches.
AI-powered vulnerability remediation tooling and open-source security patching
3.9
White-label social crypto SDK so neobanks embed copy-trading and gasless first-purchase in weeks, not years.
Social on-chain trading for retail onboarding
3.9
SOX evidence layer for listed fintechs that turns quarterly control testing into exception review instead of audit busywork.
AI-native internal audit automation
3.9
Hospital meal-reset OS that turns delivery robot fleets into tray-return and pantry-restock teams.
Service robot fleet gains manipulation AI via acquisition
3.9
White-label AI workbench for accredited industrial certifiers to turn sensor, lab, and chain-of-custody data into audit decisions.
AI agentic certification for industrial economy
3.9
API shadow ledger for European pension and life funds to ship dashboard compliance and policy changes without core replacement.
Cloud-native pension and life insurance modernization
3.9
Encrypted agent workspace for fundamental hedge funds to turn internal research into cited memos without exposing proprietary data.
Prem AI private agent workspace
3.9
Control plane for robotics teams shipping compiler-generated FPGA accelerators with proof, rollback, and runtime telemetry.
Software-to-silicon FPGA compiler using machine learning
3.9
HRIS-triggered women's-health continuity OS that routes fertility and postpartum employees into covered care and leave support.
Employer women's health navigation benefits
3.9
Invoice-to-wallet release controls for import distributors using stablecoins to pay suppliers without breaking AP policy or audit.
Stablecoin compliance control plane
3.9
Closed-loop data OS for dual-arm robot startups that turns pilot failures into teleop queues, evals, and faster model releases.
Robotics data layer for physical AI
3.9
Hormone-aware care ops for women's-health clinics, turning wearable signals into timely triage, visit timing, and retention workflows.
Continuous hormone intelligence wearable
3.9
CNC process memory OS for precision machine shops that turns first-article fixes into reusable, auditable machining recipes.
CNC knowledge capture for precision manufacturing
3.9
Electrical ECO cloud for packaging-line OEMs that turns panel revisions into UL-ready quote packs and shop-floor rework in days.
Quick-turn industrial control panel manufacturing
3.9
Instant-deposit approval engine for sportsbooks that lifts first-deposit conversion without widening fraud losses.
Instant-payments deposit orchestration
3.9
SAP migration scope compiler for integrators that turns ECC evidence and workshop notes into fixed-fee S/4HANA plans.
SAP migration delivery automation
3.9
Failure-memory OS for card issuers that turns AI merchant-classification mistakes into reusable guardrails before audits or margin leakage.
Failure intelligence layer for enterprise AI agents in production
3.9
Deterministic submission compiler for E&S MGAs that turns broker packets into appetite checks and referral memos.
Deterministic enterprise AI for complex regulated workflows
3.9
Audit-grade identity graph that proves which AI agents touched sensitive M365 and ServiceNow data before rollout stalls.
Enterprise trust layer for agentic AI
3.9
Outcome-priced advocacy OS that helps disability insurers win SSDI awards faster and reduce reserve drag for long-leave claimants.
AI-powered consumer advocacy for US government benefits navigation
3.9
AI decision ledger for mid-market PE firms that turns IC memos, partner calls, and portfolio updates into live re-underwriting.
AI operating system for private capital workflows
3.9
Video-native documentation layer for GI ASC operators that turns endoscopy footage into signed notes and payer-defensible CPT evidence.
surgical video-to-report automation
3.9
Counter-drone site-readiness OS that gets air-defense batteries live, tuned, and auditable before cheap swarms expose gaps.
Alta Ares air defense funding
3.9
SkillOps cloud for metal fabs that turns expert operator demos into versioned robot recipes, QA evidence, and faster cell changeovers.
Standard Bots factory rollout round
3.9
Control tower for hyperscaler power teams contracting first direct-electric fusion plants before delivery and interconnection risk strand AI capacity.
Helion fusion financing for AI-era power demand
3.9
Deployment OS for assistive home robots that turns severe-mobility pilots into reliable daily-task programs for rehab providers.
Hello Robot assistive home deployment wedge
3.9
Apple-ready iMessage agent stack for telehealth apps, with approval ops, live nurse handoff, and per-user fee control.
Poke opens a new Apple distribution gate for AI agents
3.9
Employee-change control plane for German mid-market employers to turn HR requests into payroll-, access-, and device-ready actions.
Agentic workforce operations expansion
3.9
API and trader cockpit that lets mid-market sportsbooks launch AI-generated five-minute momentum markets without a quant team.
Live sports market engine
3.9
AI intake and staffing layer that helps regional home health agencies accept high-friction referrals they currently turn away.
AI-native home health operator
3.9
Rehab-prioritization OS for wastewater utilities that turns pipe inspection backlogs into fundable capital plans and bid-ready rehab scopes.
AI platform for sewer and underground infrastructure
3.9
CT-to-cath workflow OS that helps tertiary aortic centers identify, size, and transfer high-risk ascending-aorta cases for catheter repair.
Minimally invasive aortic repair
3.9
Propulsion allocation OS for defense drone makers to ramp new factories without stalling on scarce motors, engines, and release evidence.
Pentagon drone manufacturing scale-up wedge
3.9
Service-loop OS for humanoid OEMs to turn factory QA fingerprints into predictable uptime, spares, and warranty ops at scale.
EngineAI humanoid delivery base
3.9
Binary acceptance gate for defense primes to verify subcontractor and AI-generated software before mission releases ship.
Binary-level AI code verification for defense software supply chains
3.9
AI menu-ops control plane for multilingual restaurant groups that syncs menu changes, supplier orders, and phone demand.
AI-native restaurant operating system for understaffed independents
3.9
Claims-passport software that turns beauty and wellness formulas into country-specific label, claims, and launch approvals.
Certo seed for beauty and CPG compliance automation
3.9
Exit-readiness layer for enterprise AI teams to shadow, audit, and fail over third-party agent vendors before geopolitics breaks them.
China blocks Meta AI deal; Manus founders seek $1B buyback
3.9
Breakaway transition OS for RIA recruiters to move advisor books across custodians, compliance, and household models in weeks.
AI-native wealth management platform for financial advisors
3.9
Persistent AI desk companion for adults with ADHD that remembers routines and turns plans into spoken next steps.
Hark universal AI interface $700M Series A
3.9
OS for defense integrators to bid, guarantee, and operate sovereign all-weather ISR coverage without owning satellites.
ICEYE sovereign intelligence credit facility
3.9
Worker-state control tower that stops cross-border payroll, card, and access mistakes before they hit distributed teams.
Unified global payroll and spend rails
3.9
RecoveryOS helps crypto exchanges prevent dormant customer balances from falling into state-custody limbo.
Dormant-asset compliance infrastructure
3.9
Approval-native contract ops agent that redlines B2B deals inside CLM systems without exposing legal data or standing credentials.
Secure enterprise AI assistants
3.9
Control plane that routes, caches, and governs web search for production AI agents before retrieval spend and failures explode.
AI-native search infrastructure for agent-scale queries
3.9
AI investor-operations software for European PE and VC firms that turns capital calls, LP notices, and side letters into compliant workflows.
bunch private markets infrastructure funding
3.9
Real-time npm install firewall for AI coding sessions that blocks supply-chain attacks before they hijack Claude Code, Codex, or VS Code.
npm supply chain attack with AI-agent hijacking payload
3.9
GitHub Actions firewall that simulates contributor-triggered token leaks and replaces exposed CI secrets with brokered access.
Grafana GitHub token breach
3.9
Control plane that binds every synthetic voice to consent, usage policy, and provenance before cloned audio reaches market.
Voice clone governance
3.9
Detection-envelope OS that helps ISR drone OEMs turn new edge sensors into mission-approved search modes in contested conditions.
Arkeus edge sensing for autonomous defense
3.9
Thermal retrofit OS for colocations upgrading legacy halls to dense AI racks without costly new cooling rebuilds.
Cooling retrofit layer for AI racks
3.9
Commissioning OS that gets AI robot cells approved across brownfield auto plants without months of integrator rework.
Deployment stack for factory robotics
3.9
OR turnover control plane that verifies terminal-clean steps and gets surgical rooms ready faster for multi-hospital systems.
Hospital operations agents for infection control
3.9
Workflow evidence layer for RIA consolidators to onboard acquired advisors faster and prove every compliance step.
AI compliance ops for financial firms
3.9
Vendor-neutral mission-intent compiler that turns one approved plan into auditable tasking for mixed autonomous fleets.
all-domain collaborative autonomy for defense
3.9
Well-child visit OS for multi-site pediatric groups that automates family intake, preventive outreach, and charge capture.
AI-native pediatric practice stack
3.9
Control tower for AI campus teams buying and commissioning behind-the-meter generation while utility power is delayed.
AI data center power bottleneck
3.9
Finance failover OS for Shopify brands to switch banking, cards, and inventory credit in days when a niche fintech breaks.
SMB e-commerce banking gap from Parker collapse
3.9
Workflow software that turns commercial RF detections into case-ready emitter alerts for allied maritime surveillance programs.
HawkEye 360 defense-tech IPO validates commercial SIGINT demand
3.9
Underwriting OS for driverless trucking operators to win cheaper insurance and asset financing with route-level safety evidence.
Autonomous trucking financing crunch
3.9
Underwriting and dispatch software for second-life battery systems that let GPU data centers add power before grid upgrades land.
Moment Energy's battery factory
3.9
Markdown autopilot for independent grocers that turns POS, inventory, and pricing data into same-day actions that save perishables margin.
Vori's AI grocery OS
3.9
Fused OptoSAR watchlist OS that alerts border-security teams to site changes when clouds, darkness, or monsoon blind optics.
GalaxEye OptoSAR launch
3.9
Power-site underwriting OS for AI campus developers to find, option, and de-risk power-adjacent land before rivals do.
AI data-center land venture
3.9
Metadata-powered QA and policy layer for data teams rolling out chat BI without wrong answers or permission leaks.
Collate AI analytics launch
3.9
Browser-native control layer that turns enterprise AI licenses into compliant, measurable workflows for government contractors.
Enterprise AI adoption tooling
3.9
Mission-assurance software that proves mixed military robot fleets are safe, controllable, and contract-ready before deployment.
Defense autonomy AI funding
3.9
Multilingual callback rail for industrial AP teams that verifies supplier bank-change requests and logs audit-ready approvals.
Automated vendor callback security for AP teams
3.8
Payday autopilot for crypto- and equity-comped tech workers that routes cash, taxes, and reserves across bank, brokerage, and wallet.
Agentic personal finance control
3.8
Change-control plane that approves employee-built AI agents before they can act in Salesforce, Jira, GitHub, and Google Workspace.
Willow AI agent governance
3.8
Care-plan autopilot for adult children managing aging parents, turning recorded visits and clinician notes into completed next steps.
Kin Health funds patient AI notetaker
3.8
Scheduling middleware that batches and routes long-context LLM jobs intelligently, cutting inference costs 60% without new hardware.
inference bottleneck chip financing
3.8
Trust-bank entitlement ledger for embedded stablecoin platforms that need daily reserve and redemption proof.
Federally regulated stablecoin custody stack
3.7
A shared robotic-growing cost-and-yield OS that lets mid-size indoor farms hit field-crop unit economics without building their own AMR fleet.
Robotic greenhouse operating stack
3.7
24-hour transfer-credit offer engine that turns unofficial transcripts into degree-fit credit maps for regional universities.
AI transfer-credit operations for colleges
3.7
Resistance benchmark foundry for ADC biotechs to prove next-gen payloads beat TOPO-1 and microtubule ceilings.
ADC payload resistance platform
3.7
Spec-to-delivery OS for AI campus builders turning tenant GPU designs into bankable power, cooling, and network packages.
AI campus bottleneck financing
3.7
Margin OS for AI-video apps that routes generation across models and tiers to turn render spend into profitable subscriptions.
Commercial AI video economics
3.7
Virtual sleep-apnea diagnosis and CPAP-adherence compliance layer that keeps CDL drivers certified and on the road.
Virtual sleep-apnea care automation
3.7
Lender-side underwriting OS for powered-land and data-center projects that turns site diligence into IC-ready credit memos in days.
Build agentic real estate due diligence
3.7
Agent-control plane for global-bank sanctions investigations, letting AI caseworkers gather evidence under local policy and audit trace.
Quantifind agentic risk middleware
3.7
Cutover OS for mid-tier European banks to launch EUDI wallet flows with post-quantum step-up auth and AI-fraud-safe recovery.
Wultra post-quantum bank identity
3.7
Ops OS for payer-backed eldercare coordinators to verify coverage, source local services, and close family care tasks across states.
Hera senior care coordination funding
3.7
Shadow-trading approval rail that certifies third-party AI agents before hedge funds let them touch live capital.
AI trading-agent marketplace launch
3.7
Agentic claims adjudication layer for P&C insurtechs that auto-resolves routine losses under $5K with a full explainable audit trail.
agentic decision ops for banks and insurers
3.7
Win-loss OS for regional commercial carriers that turns broker submissions into appetite tuning and renewal-growth decisions.
Feathery carrier analytics launch
3.7
GMP recipe foundry for beta-cell therapy startups to turn fragile lab differentiation protocols into reproducible functional cell lots.
Cellgorithm cell therapy platform funding
3.7
Commitment ledger for sitework subcontractors that ties material buys to live budgets, delivery windows, and ERP job-cost codes.
Construction procurement SaaS funding
3.7
Shift-reset robot OS for 3PLs to turn overnight replenishment and next-wave prep into repeatable workflows for general-purpose robots.
Genesis general-purpose workflow robot
3.7
Multiomic review OS for cancer diagnostics labs to sign off hard noncoding variants and ship defensible reports.
Biological AI with built-in biodefense
3.7
Vendor-neutral safety ops layer that turns fleet camera events into coaching, claims, and compliance actions for self-insured fleets.
CameraMatics funding spotlights fleet safety software
3.7
Control-mapping OS for AI vendors to win regulated enterprises with one evidence graph across SOC 2, ISO 27001, and ISO 42001.
Compuvi seed validates preventive compliance AI
3.7
Microgrid occupancy bridge for apartment developers to lease first buildings before substation and feeder upgrades finish.
Mobile microgrids for grid bottlenecks
3.7
Control tower that gets green-hydrogen plants lender-ready by tracking EPC milestones, OEM evidence, and offtake covenants.
Green hydrogen project financing
3.7
Blood-based immune baseline OS for transplant centers that need earlier, defensible intervention signals before rejection or over-immunosuppression becomes visible.
IMU immune profiling scale-up
3.7
Consent control plane for home-service platforms to approve, limit, and audit household data use in physical-AI pilots.
Physical AI consent risk in home services
3.7
Margin guard for hotel management groups that turns supplier and invoice sprawl into property-level savings actions before payment.
Hotel back-office AI for procurement and AP
3.7
Benefit-activation OS for covered metabolic care that turns eligible members into booked dietitian episodes and provable ROI.
AI-native metabolic care scale-up
3.7
Metadata graph for enterprise apps teams to ship AI-drafted Salesforce and ServiceNow changes without breaking controls.
Metadata-native enterprise AI control planes
3.7
Code-to-cloud graph that tells AppSec teams which findings can reach prod data and when safe auto-remediation is possible.
Torq acquires Jit context graph platform
3.7
Operational OS for senior-care clinics that turns abnormal memory screens into triaged workups, referrals, and trial-ready patients.
Prema Cognition dementia screening funding
3.7
Audit-ready copilot that turns Claude model sessions into reproducible experiment packets for pharma discovery teams.
SandboxAQ puts quantitative models into Claude
3.7
AI transition control tower for health-tech vendors to prove automation ROI, redesign teams, and avoid customer-delivery breakage.
Innovaccer AI-native layoff restructuring
3.7
Guest identity vault for hotel groups that verifies IDs at check-in without leaving raw passports and selfie photos in vendor storage.
Reqrea hotel KYC storage failures
3.7
Embedded good-standing API for payroll and field-service platforms so multi-state contractor SMBs never miss entity or license filings.
Embedded compliance rails for SMB platforms
3.7
Zero-trust access firewall for Canvas schools to contain privileged sessions, student-data exposure, and breach response without replacing LMS.
Ransomware gang extracts settlement from edtech giant covering 275M student records
3.7
Neutral iOS growth OS for subscription apps to turn Apple Ads and ASO signals into governed experiments and spend decisions.
InMobi acquires MobileAction to consolidate iOS advertising stack
3.7
AI dispute-recovery agent for industrial distributors that turns short-pays into collected cash with audit-ready evidence.
Fazeshift autonomous AR
3.7
Expression-tuning foundry for mRNA biotechs building chronic-disease therapies that need durable, IND-ready construct data.
ParcelBio mRNA launch
3.7
Turn existing service fleets into an on-demand road-data network for AV teams that need fresh edge-case coverage fast.
AV sensor data marketplace
3.7
Turns customer-call promises into tracked Jira and Salesforce follow-through for B2B SaaS teams.
Otter enterprise meeting search
3.7
Pseudonymous trust layer for queer geosocial apps that verifies people and curbs ban evasion without outing users.
Sniffies Match investment
3.7
An independent search app for Letterboxd power users to find the right film across streamers before a sale reshapes the platform.
startup news
3.7
Manufacturing handoff OS for robotics teams turning AI-generated board concepts into supplier-ready pilot builds.
AI hardware prototyping
3.7
Paper-to-live signal OS for market-neutral equity funds that compiles AI trade ideas into broker-safe live pilots.
Agentic capital-markets execution
3.6
Interconnection workbench that turns DER project applications into study-ready utility cases instead of months of email loops.
Grid interconnection planning
3.6
Receivables passport for European staffing and freelancer platforms that turns approved work into lender-ready instant payouts.
Embedded invoice financing for B2B platforms
3.6
Food-safety ops OS that turns AI-vision rejects into scoped holds, root-cause fixes, and audit-ready CAPAs before lines slow.
AI vision for food lines
3.6
Yield-routing OS for secondhand apparel warehouses that grades each garment and routes it to the highest-margin resale channel.
AI supply chain for secondhand fashion
3.6
Clearance rail for UK conveyancers that verifies source of funds and releases completion money without email chaos.
Identity-plus-payments rail for property deals
3.6
Manufacturing OS for fusion teams to qualify superconducting magnet suppliers, trace build evidence, and de-risk first-of-a-kind builds.
Proxima fusion industrialization
3.6
Merchant-funded reserve rewards rail for UK SME banks that turns idle operating cash into retained deposits without rate wars.
Deposit rewards rail for idle cash
3.6
Post-acquisition migration OS for consumer app acquirers to unify subscriptions, analytics, and paywalls without revenue shocks.
Operating system for software rollups
3.6
Vendor-neutral compiler for automated biology labs that turns SOPs into device-ready runs and recovers failed assays automatically.
Protocol-to-device execution for biology labs
3.6
Verified human-loop control plane for AWS AI teams migrating from MTurk to multi-vendor review without breaking Ground Truth or A2I.
Mechanical Turk wind-down
3.6
Piracy due-diligence OS for Indian channel and file-sharing apps to stop re-uploads, ban repeat infringers, and answer regulators.
Telegram anti-piracy platform notice
3.6
Contract organ-on-chip data foundry that sells biopharma target-validation teams standardized, model-ready human tissue datasets, not another AI model.
3D bio intelligence data infrastructure
3.6
Pre-writeoff cure orchestration for auto lenders that personalizes outreach and repayment paths before loans roll to write-off.
Behavioral AI for delinquent payments
3.6
Perception signoff cloud for packaging-line OEMs to turn demo-cell robot vision into production-ready multisite rollouts.
Perception layer for physical AI
3.6
Coverage-drift monitor for long-only asset managers that turns internal research into cited alerts when a thesis breaks.
LinqAlpha institutional investor agents
3.6
Control plane for meeting-intelligence and remote-support SaaS teams to reverse false threat-intel blocks before customers lose access.
MeetingTV vs Koi threat-intel lawsuit
3.6
AI action-approval rail for private-bank advisors on WhatsApp and iMessage, with compliant drafts, handoffs, and audit trails.
Governed messaging rails for AI-era regulated enterprises
3.6
Exception OS for regulated AWS teams that turns architecture-review deviations into enforceable controls, approvals, and live audit proof.
Secure-by-design cloud architecture automation
3.6
Answer-graph OS for auto repair groups that turns live shop data into AI-search visibility and booked high-margin service calls.
AI growth stack for SMBs
3.6
AR-resistance evidence network that finds prostate-cancer patients and proves target engagement for AR-pathway degrader trials.
Prostate cancer ARON degrader financing
3.6
Quote-control OS for multi-branch LBM distributors that turns AI takeoffs into branch-ready builder quotes with margin guardrails.
AI estimating for homebuilding supply chains
3.6
Underwriting-grade collateral verification API that lets trade-credit insurers price agri export finance in real time.
Regulated agricultural asset exchange
3.6
Glove-trained cell compiler for electronics factories to launch dexterous robot stations for connectors and cable routing in days.
Proception robot-hand supplier wedge
3.6
Action-replay data plane for quadruped robotics teams turning teleop, sim, and field logs into world-model training and eval bundles.
Gameplay-native world-model tooling for physical AI
3.6
Screening deployment OS for women's-health networks launching rapid HPV testing, routing results into same-visit referral and follow-up.
Lab-free HPV diagnostics bridge round
3.6
Pause-resume runtime for customs brokers that automates day-long entry exceptions without paying GPU rates while waiting on portals.
Long-horizon AI agent inference infrastructure
3.6
Shadow-run and certify payroll agents before global payroll platforms let them touch live pay, benefits, or compliance workflows.
trustworthy AI agents for payroll and compliance
3.6
Claim-readiness OS for Indian manufacturers that turns SOC and recovery evidence into cheaper cyber renewals and faster payouts.
Mitigata AI cyber resilience
3.6
Fitment copilot for collision-repair groups that turns estimates into exact parts orders before supplement delays hit.
Vertical foundation model for automotive parts fitment
3.6
Continuous knowledge-quality layer that catches stale and contradictory content before it corrupts legal AI memory systems
AI organizational memory layer for enterprise
3.6
Session-memory control plane for Splunk SOCs that lets AI responders take identity actions with replayable provenance and kill-switches.
Session-intelligence layer for agentic SOCs
3.6
Excursion-control OS for GAA and hybrid-bonded chip lines that turn hidden-layer 3D scans into yield-saving process corrections.
Advanced semiconductor 3D metrology for AI chips
3.6
Verified creator-marketing rail for prediction markets that proves depicted bets are real, disclosed, and geo-legal before posts go live.
Prediction market deceptive marketing
3.6
Intent-to-HIL verification plane for embedded teams to catch model-generated firmware drift before controller releases ship.
Embedded modeling tooling after Pictorus exit
3.6
Matter-boundary runtime firewall that simulates every legal AI agent action before it can open, export, or email privileged documents.
Runtime protection for autonomous AI agents
3.6
Cyber rehearsal platform that lets cleared defense teams simulate adversary campaigns in hours and train human-approved responses.
Commercial AI cyber warfare platform for defense buyers
3.6
Pre-weld fit-up OS for structural steel fabs that qualifies joints for autonomous welding, routes exceptions early, and cuts scrap.
Adaptive welding intelligence for heavy fabrication
3.6
Launch OS for cancer centers commissioning compact microbeam radiotherapy and running first immune-combination programs.
Microbeam radiotherapy commercialization
3.6
Migration layer that converts shared service accounts into per-agent identities with split-key kill switches before AI pilots go live.
AI agent identity security
3.6
Avionics change-approval OS for UAV and satellite suppliers that turns CAD revisions into test plans, RFQs, and release packets.
Prometheus makes engineering AI a giant budget line
3.6
Marine bankability platform that helps coastal utilities permit, insure, and finance first-of-a-kind subsea geothermal pilots.
Subsea geothermal for coastal baseload power
3.6
Decision-memory OS for feed mills that replans ingredient buys, formulas, and truck schedules as commodity markets move.
Agrifood manufacturing decision intelligence
3.6
Offer passport and escrow checkout API for refurbished-electronics sellers so AI shopping agents can buy graded devices safely.
AI shopping-agent trust rails
3.6
Operating system that makes Canadian AI firms fundable, compute-eligible, and procurement-ready for Ottawa's new sovereign AI programs.
Canada AI growth fund
3.6
Control plane that auto-promotes hot AI app workspaces from single Postgres to isolated shards before database sprawl breaks SLAs.
Supabase scaling layer for agent-created databases
3.6
Autonomous ledger-close agent for dental groups that reconciles claims, bank deposits, and PMS records without more billing staff.
AI agents that run small medical practices end-to-end
3.6
Control rollout OS for cement groups that safely deploy AI setpoint changes across kilns and lock in cost and CO2 gains.
Gigaton industrial control funding
3.6
GitHub gate that quarantines new OSS packages in AI-written PRs until security gets provenance, safer substitutes, and approval.
AI-driven dependency security for modern dev teams
3.6
Settlement assurance layer for remittance providers running stablecoin-funded corridors through payout networks like MoneyGram.
Tempo remittance validator layer
3.6
Insurability OS that keeps sawmills and recyclers covered by proving fire controls from live thermal and maintenance data.
Always-on AI thermal monitoring for industrial fire prevention
3.6
Marine underwriting OS that verifies vessel behavior beyond AIS so insurers can price, renew, and investigate dark-fleet risk.
Maritime distributed sensing network replacing fragile AIS
3.6
Jurisdiction control plane for prediction-market operators to block banned states, suppress ads, and prove compliance before felony laws hit.
Minnesota first-state prediction-market ban triggers federal lawsuit
3.6
Neutral SDK and MCP migration plane for API companies shipping one trusted agent surface across Claude, OpenAI, and Google.
Anthropic acquires Stainless SDK tooling
3.6
Change-assurance platform for air-traffic software upgrades that auto-build traceability, test evidence, and safety review packs.
DesignVerse for regulated codebases
3.6
Industrialization OS for interceptor makers to turn monthly flight-test changes into approved, traceable factory releases.
Furientis interceptor production gap
3.6
PII-safe AI workspace for community banks that lets staff use AI on customer cases without triggering data-leak disclosures.
US Bank self-reports after employees shared customer SSNs with unauthorized AI app
3.6
AWS-native tenant broker for Claude agents with per-team budgets, IAM policies, and CloudTrail-backed chargeback.
Claude Platform on AWS gives Anthropic a native enterprise launch path
3.6
Stablecoin treasury control plane for payout platforms to cut prefunding and reconcile 24/7 settlement into ERP.
BVNK-Corpay stablecoin settlement rollout
3.6
Cash-aware bill pay layer that tells multi-entity operators which vendor bills to pay, delay, or sweep to protect liquidity.
Enterprise spend automation expansion
3.6
AI control tower for SAP and Oracle ERP cutovers that turns SI-led migration programs into testable weekly sprints.
AI-native ERP migration automation
3.6
Exploit replay gate that proves whether each release is actually attackable before SaaS teams ship to production.
Continuous AI pentesting platform
3.6
Audit-ready agent workspace that drafts annual credit reviews for regional banks with cited evidence and policy checks.
Anthropic's finance agents
3.6
Mission assurance OS that lets offshore vessel operators safely launch and recover drones from moving decks in rough seas.
WaiV's sea-landing drone platform
3.6
Software that helps data-center power teams underwrite and contract enhanced geothermal PPAs before scarce firm power is locked up.
Fervo geothermal IPO and power backlog
3.6
Audit and control layer for health-plan AI service agents handling claims, benefits, and grievance calls.
Sierra funding for enterprise customer AI agents
3.6
Migration and provenance OS that gets utility drone teams off DJI without grounding inspections or tripling fleet costs.
DJI drone rules squeeze
3.6
EHR-native pre-screening and outreach OS for cardiology and obesity trial sites to fill studies from routine specialty visits.
clinical trial recruiting AI
3.6
AI control tower that turns hospital fax referrals into structured, schedulable specialty-clinic cases in hours, not days.
hospital admin automation pilot
3.6
Shared AI widgets that turn busy families' iPhones into a proactive command center for school, errands, and schedule changes.
Skye agentic homescreen launch
3.6
Governed metric gateway for SaaS teams launching customer-facing AI analytics without leaking data or inventing KPIs.
governed AI analytics
3.6
MCP-native policy and benchmarking rail that lets enterprise buying agents negotiate tail-spend purchases safely.
Agent-to-agent commerce marketplace
3.6
Adaptive COD checkout that verifies risky orders, nudges prepay, and guarantees eligible shipments for D2C brands.
Pine Labs-Shopflo checkout acquisition
3.6
Compliance layer for Comfy-powered studios that proves consent, rights, and provenance before AI media ships.
ComfyUI valuation jump
3.6
Residency-aware AI control plane for regulated enterprises to route workflows to approved sovereign models and prove compliance.
Cohere merges with Aleph Alpha
3.6
Virtual-account cash graph for B2B platforms that auto-matches multi-currency collections to invoices, seller balances, and ERP close.
Multicurrency collection ops for platforms
3.5
Successor-readiness OS for independent wealth platforms serving aging founders, turning owner/successor gaps into transfer plans.
Business-owner planning infrastructure
3.5
Counterparty EDD autopilot for money-movement fintechs, turning ownership sprawl into bank-ready evidence files.
Tangos autonomous AML investigations
3.5
Variable-stiffness cell kits let EV plants deploy shared-station robot helpers for pack-seal and hose-fit tasks without cages.
Soft-robotics cells for adaptive machines
3.5
WhatsApp reorder concierge for Shopify subscription brands to answer buyer questions, recover carts, and close repeat purchases in chat.
WhatsApp commerce agents
3.5
Qualification graph for defense component factories to approve alternate sources and ship traceable parts without months of tribal rework.
Defense supply-chain manufacturing stack
3.5
Remediation control plane for EU shared-service IT teams to fix public email, web, and DNS failures before audits escalate.
EU government security compliance gap
3.5
Voice-built frontline apps for QSR district managers to turn store-walk issues into live checklists in hours.
Lovable mobile vibe-coding
3.5
Workflow-control OS for biotech labs deploying wheeled humanoids to automate freezer and cart handoffs with audit-ready traceability.
AI2 wheeled humanoid industrial stack
3.4
Drawdown-risk OS for GCC data-centre lenders that catches covenant drift and delay losses before each construction disbursement.
Data-centre risk intelligence
3.4
Exchange-card shadow ledger for crypto exchanges that reconciles swipes, ATM cash, and wallet debits before disputes or audits.
Crypto spend infrastructure
3.4
Nepal FRAML localization OS for banks to ship local PEP coverage, FIU-ready reports, and unified fraud controls fast.
Localized FRAML stack for regional banks
3.4
AI money-coach widget credit unions embed in-app to stop LMI members switching to Super.com-style super-apps.
Super.com AI savings membership
3.4
Foreign-founder diligence API for U.S. business banks to approve India-based owners of U.S. companies without branch-era manual review.
Bluevine cross-border founder onboarding
3.4
Water-reuse platform for poultry processors that converts chlorinated wash wastewater into reusable utility water without RO burnout.
Chlorine-stable industrial water reuse
3.4
Marketplace-onramp kit that turns accelerator corporate-partner intros into billed enterprise revenue for early-stage AI startups in under 90 days.
European AI commercialization accelerator
3.4
Evidence vault for film studios that captures pre-production AI prompts and storyboards before copyright discovery hits.
Midjourney studio AI discovery fight
3.4
Trip-margin control plane for hybrid logistics networks, turning carrier ops into IPO-ready disclosures and lender-ready metrics.
Logistics startup public-market readiness
3.4
AI compliance copilot that audits creator deliverables against contracts and auto-releases payment for scaling D2C brand influencer programs.
AI creator campaign operations
3.4
Ledger-aware insurance rail for UK SME finance apps to trigger, prefill, and prove cover at first contract, hire, or tool purchase.
Embedded SME insurance inside ANNA
3.4
AI agent platform for PE software roll-ups: deploy shared AI across acquired vertical SaaS portfolios in 90 days, no rebuild needed.
AI-native software acquirer
3.4
Ops automation for UAE wealth boutiques — trade reconciliation, multi-custodian data, and DFSA-compliant client reporting priced for subscale AUM.
Free middle-office automation for UAE wealth boutiques
3.4
Signed inference-routing layer that gets maritime surveillance alerts from drones to field teams when terrestrial links fail.
Orbital AI edge network grant
3.4
Access OS for transplant and oncology clinics to identify, authorize, and deliver season-long flu antibodies to high-risk patients.
RQ Bio flu prophylaxis
3.4
Service-board recovery OS for regional HVAC, plumbing, and electrical consolidators that keeps trucks full when schedules break.
AI operating system for home service dispatch and scheduling
3.4
Mixed-crew safety OS for solar EPCs deploying autonomous construction machines on active sites without blanket exclusion zones.
Physical AI safety layer for construction autonomous machines
3.4
Control plane that finds secrets spilled by AI tools on developer laptops, rotates tokens, and swaps in short-lived local access.
Developer endpoint secrets defense
3.4
APP fraud interception rail for credit unions that detects safe-account social-engineering wire transfers before they exit.
Impersonation-scam defense infrastructure
3.4
Supervised robot-operations OS for refineries that sends mixed ground robots into hot zones first, with auditable clearance before crews enter.
Autonomous ground robotics for dangerous missions
3.4
Trip ledger OS for Indian travel apps to unify card, UPI, rewards, and refunds around one traveler and one booking.
Travel-first fintech superapps
3.4
Ops layer for SaaS teams to route AI-agent work, budget human review, and prove whether automation removes cost or just moves it.
AI-agent workforce reset
3.4
Loyalty clearing ledger for card issuers launching cross-brand earn, burn, and transfer rewards without bespoke deal ops.
Loyalty partnership API infrastructure
3.4
Repo-to-rotation control plane for federal contractors to stop public GitHub leaks and auto-remediate live GovCloud credentials.
CISA contractor exposes AWS GovCloud credentials on public GitHub
3.4
Simulation-backed change-order copilot for semiconductor tool suppliers that delivers qualification answers before ship dates slip.
Mistral AI acquires Emmi AI to build industrial physics-AI stack
3.4
Case-management and freeze orchestration for stablecoin issuers to stop illicit flows within hours and satisfy law enforcement.
TRM Labs crypto freeze operations
3.4
Payment continuity layer for creator platforms to reroute legal-but-sensitive campaigns before card-network pressure kills GMV.
Payment-processor content censorship wave
3.4
Privileging passport for regional hospitals to clear moonlighting physicians across facilities in days, not months.
AI physician credentialing marketplace
3.4
Software that gets sidewalk delivery robots approved city by city by turning route plans into ADA-safe permit packets.
Serve Robotics Vancouver pilot
3.4
Control plane for SaaS vendors to ship one OpenAI-powered feature across Azure, AWS, and direct OpenAI without rewrites.
OpenAI cloud deal reset
3.4
Objective endpoint and recruitment layer for CNS biotechs licensing clinical assets and racing to prove signal in noisy trials.
CNS drug pipeline launch
3.4
Execution OS for personalized gene-medicine programs to release patient-specific lots and coordinate bedside dosing.
ARPA-H rare-disease gene-editing platforms
3.3
Control tower for renewable-gas distributors to reserve station volume, reconcile fleet uplift, and prove low-carbon freight claims.
Nordic Ren-Gas e-methane offtake network
3.3
Quote OS for aerospace finishers that turns CAD files into feasible robotic deburring and polishing jobs before a cell goes down.
ENCY robot programming simplification
3.3
Commissioning OS for homebuilders deploying local-first smart homes, with privacy-safe handoff, updates, and support.
Local-first smart home platform
3.3
Repower OS for IPPs converting retired thermal plants into superhot geothermal projects before interconnection rights expire.
Quaise superhot geothermal buildout
3.3
Credentialing and chain-of-custody OS that lets regenerative-medicine makers launch traceable U.S. physician networks instead of ad hoc overseas clinics.
U.S. Muse cell therapy network
3.3
Fleet OS for beverage robots that keeps unattended coffee and dessert sites stocked, clean, and margin-positive.
Yingzhi XBOT restaurant robotics
3.3
Traffic-aware robot shift OS for grocery chains scaling cleaning fleets across live stores without disrupting shoppers.
Service robots in live operations
3.3
Radioligand developability OS for radiopharma teams to rank binders, choose isotope pairs, and reach GMP-ready first-in-human studies.
Radiopharma AI-to-clinic partnership
3.3
Username safety control plane for Indian chat and community apps to launch handles with scam controls and regulator-ready evidence.
Username messaging anti-fraud scrutiny
3.3
Bid evidence graph for infrastructure contractors that assembles compliant tender answers from past projects, teams, and partner docs.
BidScript tender management pre-seed
3.3
Independent MOSAIC interoperability certification lets European payload makers win Quantum-fleet tenders without vendor lock-in.
Quantum Systems $1.2B defense software round
3.3
Settlement OS for Southeast Asian franchise merchants that auto-splits daily sales into supplier pay, HQ fees, and working capital.
Qashier profitable Southeast Asia merchant OS
3.3
Autonomous pharmacy control tower for rural 340B pharmacies, choosing local formularies and routing exceptions safely.
Autonomous robotic pharmacy launch
3.3
Cancer second-opinion copilot that assembles fragmented records, surfaces treatment discordance, and helps avoid overtreatment.
AI-assisted rare-cancer second opinions
3.3
Quote-to-approval rail for CNC and industrial-equipment dealers that turns machine specs into lender-ready finance offers in hours.
embedded equipment finance for manufacturers
3.3
White-label infrastructure for emerging-market wallet operators to launch Visa stablecoin spending programs in under 90 days.
stablecoin card infrastructure for emerging markets
3.3
RTM billing OS for pediatric therapy practices that converts caregiver home programs into recurring revenue and clears six-month waitlists.
Virtual pediatric developmental therapy with caregiver activation
3.3
External risk benchmark for robotaxi insurers to quote fleets using live recalls, incidents, and market-expansion signals.
Autonomous vehicle performance benchmarking
3.3
Software that helps short-sea carriers allocate scarce drop-in marine biofuel across voyages, contracts, and emissions claims.
Marine biofuel scale-up funding
3.3
Track AI-vs-human invention contributions automatically so deep-tech startups never lose a patent on inventorship grounds.
Lightbringer AI patent infrastructure
3.3
Workflow OS for CLO desks that turns fragmented loan data into bid levels, liquidity alerts, and IC-ready trade memos.
Leveraged-loan market intelligence layer
3.3
Voice KYC recovery for Indian insurers and lenders, turning failed smartphone onboarding into completed policies and loans.
India consumer voice-AI assistant funding
3.3
Post-purchase exception autopilot for Shopify Plus brands that turns order, delivery, and return tickets into completed ops actions.
AI operations copilot for e-commerce teams
3.3
Loan-certification rail for investor-property lenders to place DSCR and bridge loans onto tokenized funding buyers without custom tape ops.
Figure-Kiavi tokenized lending
3.3
Consent and eligibility engine for tokenized-collateral pilots, letting dealers settle repo on Canton without spreadsheet ops.
Permissioned blockchain infrastructure for institutional capital markets tokenization
3.3
Cross-specialty trial OS for Graves and thyroid eye disease programs to find patients faster and capture dual-disease evidence.
Root-cause thyroid autoimmunity therapies
3.3
Missed-call and chat conversion OS for aesthetic clinic groups that books consults, revives leads, and replaces front-desk sprawl.
fonio SMB communications round
3.3
Merchant-risk case OS for payment facilitators that links email, phone, IP, and domain evidence before bad sellers go live.
Trustfull fraud investigation launch
3.3
Workflow OS for pain clinics to win reimbursement, manage 60-day temporary PNS therapy, and prove outcomes before implants.
Peripheral nerve stimulation acquisition validates non-implant pain market
3.3
Battery-buffered charging depots for Ethiopian EV fleets, deployed fast in blackout-prone markets before grid upgrades land.
Africa EV charging infrastructure gap
3.3
Revenue desk for beauty brands that turns social questions into approved carts, samples, and attributable sales.
Nectar Social for agentic marketing ops
3.3
Power scheduling and settlement OS for EO satellite fleets buying beamed energy to unlock more imaging and downlink hours.
orbital power grid for satellites
3.3
Automated 100% call QA and compliance audit trails for enterprise AI voice agents replacing legacy IVR
enterprise voice AI platform
3.3
Launch-backed revenue OS for orbital-compute startups to price, hedge, and pre-sell scarce capacity before launch.
Cowboy Space orbital AI data center financing
3.3
Control plane for hedge funds adopting Kalshi event contracts to enforce policy, reconcile positions, and survive regulatory scrutiny.
Institutional prediction-market infrastructure
3.3
Control plane for Indian digital lenders to merge acquired loan channels fast without breaking underwriting, compliance, or conversion.
Freo acquires IndiaLends
3.3
Power-aware scheduler for AI clusters on variable energy, turning stranded megawatts into sellable GPU capacity.
Panthalassa's offshore AI power
3.3
Release-gate software for humanoid robot startups to catch task regressions and expand warehouse pilots faster.
humanoid robot model acquisition
3.3
Virtual FAT copilot that turns industrial digital twins into shipment-ready test evidence for custom equipment OEMs.
JuliaHub industrial digital twins
3.3
Explainable margin-risk OS for Indian brokers launching leveraged products without building a full real-time risk stack.
Sahi stock trading funding
3.3
Deal-clearance rail for AI acquirers to map sovereign-risk, restructure transactions, and avoid forced unwinds.
startup news
3.3
Permitting and grid-capacity OS for European AI campuses and factories racing to secure bankable megawatts.
Europe clean-electricity policy push
3.3
Software that turns geothermal well planning into a bankable workflow for EGS developers racing to serve 24/7 power demand.
Geothermal IPO readiness
3.3
Building-level backup workforce network that guarantees vetted house help when regular maids or instant apps fail.
Snabbit funding round
3.3
Supplier-readiness OS for advanced nuclear teams to qualify vendors, trace parts, and survive first-plant audits.
X-energy IPO surge
3.3
Utilization and reimbursement OS for regional cancer networks opening compact upright radiotherapy suites.
Upright radiotherapy rollout
3.2
First-funding recovery agent for African SME fintechs that turns conditionally approved applicants into active wallet and credit customers.
Fintech onboarding recovery agents
3.2
Synthetic shopper panels that pressure-test DTC subscription pricing and checkout before a single ad dollar is spent.
AI customer-persona simulation for launch testing
3.2
Lot-intake OS for battery recyclers that predicts lithium, nickel, cobalt, and graphite yield before mixed scrap hits the line.
Battery recycling capacity scale-up
3.2
Proof-room OS turning factory-pilot evidence into investor-ready diligence packs for European climate hard-tech Series A raises.
Climate hard-tech LP gap
3.2
Affordability OS for private student lenders that turns income verification into same-day decisions before tuition deadlines.
Income verification infrastructure for private student lending
3.2
Canon-safe creator OS for AI story apps to launch monetizable voice, image, and video storyworlds without hand-building every title.
AI-native interactive story creator tools
3.2
Model-swap bench for Japanese enterprises to qualify regional AI models as production-ready before export controls force a switch.
Asian sovereign AI model launches
3.2
SaaS for senior care operators to schedule companion robots, track resident outcomes, and generate payer documentation.
startup news
3.2
Genotype-to-referral OS for AATD gene-editing trials that finds untreated PiZZ patients and qualifies centers before launch.
In vivo base editing therapy for rare genetic lung-liver disease
3.2
SaaS platform turning sub-canopy sensor data into audit-ready biodiversity credit reports for forest project developers.
Landseed biodiversity measurement launch
3.2
Mission-readiness OS for European sovereign smallsat programs to prove propulsion maneuvers and crowded-orbit compliance before flight.
GATE Space sovereign satellite propulsion
3.2
AML release-governance OS for sponsor banks that simulates rule changes, explains alert decisions, and auto-builds exam packets.
Explainable AI operating system for financial crime compliance
3.2
Qualification OS that gets semi-humanoid robots approved for each new auto-parts task before one pilot turns into rollout chaos.
Production-grade factory robotics AI
3.2
CD renewal-save OS for community banks that turns maturing deposits into AI-run retention conversations and banker-ready offers.
AI outreach for community financial institutions
3.2
Treasury OS for AI compute sellers to hedge GPU input costs, quote fixed-price capacity, and survive margin shocks.
GPU compute derivatives and futures exchange
3.2
Adaptive display-calibration OS for AR helmet OEMs to ship readable AI overlays without battery or optics rework.
LetinAR bankrolls AI glasses optics
3.2
Teacher-ready robotics lab platform that helps K-8 districts launch hands-on engineering classes without specialist instructors.
Robotics STEM kit grant
3.2
Compliance control plane that turns robotaxi violations and DMV reporting into defensible filings before permits get frozen.
California robotaxi rules
3.2
Safety-case OS for 3PLs piloting humanoid robots, turning vendor logs into insurer- and ops-ready deployment approval.
humanoid robotics acquisition
3.2
API and field-ops software that lets agri-enterprises launch credit-ready smallholder carbon programs in weeks.
Carbon-removal and climate farming funding
3.2
Control tower for contact centers that uses EEG headsets to prevent agent burnout and lift QA in real time.
Neurable BCI wearables licensing
3.2
API that blocks invalid Nigerian supplier invoices before payment, protecting buyers from lost VAT/WHT deductions and filing errors.
Real-time tax compliance automation
3.2
Private-dining lead desk for restaurant groups that converts missed calls and texts into booked events and repeat guests.
Restaurant guest-ops AI concierge
3.1
Vendor-neutral evidence layer that packages onboarding-to-monitoring proof across every risk stack for stablecoin issuer bank exams.
Stablecoin compliance and payments ops
3.1
LLM reputation ops for B2B comms teams to catch executive and company hallucinations before launches, fundraising, and sales.
LLM memory vanity search
3.1
Satellite soil-health MRV SaaS turning CSRD Scope 3 obligations into real-time supplier risk scores for Tier-1 food companies.
startup news
3.1
Usage-margin guard for AI SaaS that ties event-level billing to payment health before unpaid accounts burn more compute.
Event-level billing merged with payments
3.1
SMS-and-voice day-one readiness OS for behavioral health employers to turn screened candidates into licensed, shift-ready hires.
AI agents automating frontline workforce hiring and onboarding
3.1
Firmware attestation layer for European sovereign clouds to prove Intel ME and AMD PSP risk is contained before public workloads land.
EU sovereign cloud certifications ignore Intel ME ring-3 risk
3.1
AI deal-intake software for micro-VCs that turns messy founder inbound into thesis-matched memos and faster pass/partner decisions.
ThatRound fundraising platform round
3.1
Turns retired Q&A/search sites into AI answer experiences that preserve SEO traffic and capture users before shutdown kills demand.
legacy search shutdown
3.1
Enrollment and endpoint platform for retinal gene-therapy trials that finds eligible patients faster and proves functional vision change.
vision-restoration biotech
3.1
Tender-readiness OS for battery developers entering Germany's backup-capacity tenders, from rulebook to bankable bids.
Germany's backup-capacity procurement wave
3.0
Compliance ops OS for heavy-duty AV fleets that proves 30-second response, geofence control, and million-mile readiness.
California AV compliance tooling
3.0
Vendor-neutral assurance layer that lets Indian state IT departments audit and govern multiple AI vendors' citizen-facing deployments under one emerging state AI policy.
State AI governance procurement
3.0
Rapid BLE/firmware security remediation that gets India's budget EV OEMs' apps reinstated and their BMS breach-proof.
Budget EV battery-control security
3.0
Consultation-to-filing OS for Japanese tax firms that turns SMB books into reviewer-ready returns with approval-only exceptions.
AI tax operating system for small businesses
3.0
Real-time producer licensing and appointment compliance graph for wholesale MGAs, replacing spreadsheet chases with cross-network readiness alerts.
Insurance licensing and appointment ops
3.0
Swarm evidence graph that turns mixed-drone trial data into ministry-ready autonomy scorecards and approval packets.
Autonomy software for allied unmanned defense fleets
3.0
Embedded credit-line API that lets Indian wealth and broking apps offer instant UPI credit against client mutual funds and equities.
Asset-backed credit lines on UPI rails
3.0
Operating system for braid salons that turns assistive braiding devices into extra chair capacity, faster appointments, and less stylist burnout.
Braid-assist robotic device for professional hair stylists
3.0
Shelf-life certification OS for premium seafood processors that turns kill-event and cold-chain data into higher-margin, lower-waste lots.
Robotic humane fish slaughter for higher-quality seafood
3.0
Quoting and commissioning OS for modular geothermal vendors selling scarce 2-10 MW power blocks into AI campuses.
Modular geothermal for AI power
3.0
Vendor containment autopilot for banks that maps AI and SaaS drift, launches compensating controls, and cuts Nth-party blast radius.
Autonomous third-party risk ops
3.0
Compliance control plane for Nigerian payment groups to localize data, track share caps, and restructure flows before CBN deadlines.
Nigeria payments market structure rules
3.0
Plug-in onchain loyalty for stablecoin card issuers outside Rain — replicate the beta-proven 25% spend lift without building in-house.
Stablecoin card loyalty infrastructure
3.0
Launch OS for Indian home-service marketplaces that closes partner supply and quality gaps before each new-city rollout.
Home-services Series A operating stack
3.0
Mobile-first booking and payments platform for independent beauty pros in Southeast Asia, monetized on GMV not subscriptions.
Fresha beauty wellness vertical SaaS unicorn $80M KKR
3.0
Approval graph for Mercury-based startups that turns Slack and spreadsheet finance work into bank-ready, auditable payment decisions.
Mercury AI-native finance operations
3.0
Program-readiness OS that helps European drone vendors turn autonomy contracts into auditable, fieldable fleet releases.
Helsing mega-round spotlights European autonomy procurement bottlenecks
3.0
Software that keeps shared scooter fleets permit-compliant and profitable by turning curb complaints into block-level ops actions.
Micromobility fleet compliance ops
3.0
Brownfield rollout OS that gets indoor transport robots live across Indian warehouses and hospitals without custom deployment chaos.
Alphadroid RaaS robotics expansion into India healthcare and logistics
3.0
Margin autopilot for AI support vendors to shift safe ticket flows from frontier APIs to open-weight models without hurting QA.
Chinese open-weight model financing
3.0
Launch release OS for private rocket builders to turn test, supplier, and assembly data into faster mission-ready launches.
Private launch capacity in India
3.0
Ad-creative plug-in that flags copyrighted memes and swaps in pre-licensed alternatives before AI campaigns go live.
Artisan meme rights dispute
3.0
Fintech for India’s instant home-service apps that uses attendance-linked advances and payouts to keep local supply online.
Snabbit home services funding
3.0
Trust-and-safety infrastructure for instant home-service platforms to cut incidents, boost repeat use, and formalize worker ops.
Pronto funding round
3.0
Deployment OS for superhot geothermal developers to deliver first commercial wells on schedule with warranty-grade proof.
Commercial geothermal drilling deployment
2.9
Rollout OS for diagnostic chains launching Alzheimer's blood tests, with site QC, reference checks, and neurologist routing.
Alzheimer’s blood-test diagnostics
2.9
Sovereign BOM OS for European defense OEMs to replace exposed components and prove resilient supply before contract ramp.
Expeditions defense-tech capital stack
2.9
Merchant-kiosk origination OS for Mexican non-bank lenders to launch minute-scale small-ticket loans without adding branches.
Kiosk-based credit for Mexico's underbanked
2.9
Per-order welfare levy ledger for Indian gig platforms that calculates state dues, remits funds, and reconciles refunds.
Karnataka gig-worker levy
2.9
Inventory-promise OS for Indian fashion chains to launch sub-2-hour delivery from store stock without dark-store overbuying.
Klydo quick-fashion shutdown
2.9
Capital router for Indian digital lenders to place approved loans onto captive NBFC books or DLG-backed partner lines.
Moneyview SEBI IPO approval
2.9
AI spoilage-prediction and auto-markdown layer that plugs into any quick-commerce dark store to cut fresh-produce waste.
Fresh produce supply-chain IPO readiness
2.9
Incubation OS for national AI labs to turn researchers into fundable deep-tech startups with milestone evidence and IP trails.
Firebird national AI learning launch
2.9
OpsOS for coffee chains that turns app and subscription demand into daily prep, staffing, and ingredient decisions.
Coffee-chain unit economics stack
2.9
Pilot-readiness OS for Indian fintech-bank programs that turns selected startups into compliance-cleared bank pilots.
NSRCEL-HDFC fintech inclusion grants
2.9
Yield OS for PE-backed HVAC and plumbing chains that converts after-hours leads into profitable, drive-time-aware service slots.
Driive AI scheduling for home service trades
2.9
Affordable cloud OS for small airports replacing spreadsheets with real-time runway, gate, and turnaround management.
Blunav cloud airport OS validates small-airport digitization wedge
2.9
Live authorization graph for EU crypto firms to verify counterparties, passporting scope, and service permissions before money moves.
MiCA register compliance crunch
2.8
Joint certification workspace that turns India's ad hoc MoU-based drone-defence partnerships into auditable CEMILAC/DGQA submissions.
Garuda Micron defence drone MoU
2.8
On-orbit hyperspectral alerting for Indian gas pipelines that flags methane leaks and encroachment before outages or fines.
Orbital AI data-centre satellite
2.8
Co-investment rail for sovereign deep-tech funds to qualify Qatar-headquartered startups, syndicate deals, and prove impact.
Qatar deep-tech co-invest fund
2.8
Renewal-rescue rail for California homeowners agencies that turns non-renewed older homes into bindable HO2 submissions.
Homeowners capacity reset for MGUs
2.7
Partner-readiness OS for Taiwanese biotechs entering Boston, converting delegation meetings into signed licensing and clinical follow-up.
Biotech market-entry rails from Taiwan to Boston
2.7
FX budget autopilot for Nigerian online importers to auto-execute optimal USD conversions for supplier payments at CLOB-sourced rates.
startup news
2.7
Milestone-based lending OS for Ghanaian banks issuing patient-capital startup loans with staged drawdowns and mentor-linked monitoring.
Patient-capital workflows for Ghana startup lending
2.7
Capital-ladder OS for Nigerian founders to win the NSIA prize and navigate the Pula-Xcelerator follow-on track.
Founder-readiness ops around Nigeria innovation capital
2.7
Belgian workplace pension migration OS that moves mid-market employers from opaque group insurance to transparent pooled retirement plans.
Workplace pension operating system for Belgium
2.7
Stablecoin cash OS for LatAm creator agencies to collect USD, issue campaign cards, and pay talent without bank-wallet sprawl.
Stablecoin neobank product launch
2.7
Origination OS for Saudi lenders to launch Sharia-compliant SME finance across marketplaces and direct channels without manual ops.
Arib Saudi digital lending round
2.7
Procurement passport OS that helps European drone OEMs qualify once and sell faster across multiple ministries.
European military drone procurement marketplace
2.7
Submission-readiness software for film teams to prove human performance, consent, and authorship before AI use kills awards eligibility.
AI authorship Oscar rule
2.7
Camera-safe smart-glasses copilot for cross-border supplier meetings, giving executives live translation and instant follow-up capture.
Privacy-first smart-glasses wedge
2.6
Semantic safety OS for sidewalk robot fleets that catches emergency scenes and roadwork before they become incidents.
Avride cloud VLM safety layer
2.6
Agent-native trust review room that turns SaaS security questionnaires into cited answers, live evidence, and owner follow-through.
Neo AI-native workplace launch
2.6
Localization and safety-eval stack for maternal-health copilots serving community health workers in low-resource languages.
Public-good AI infrastructure for health and education
2.6
Pilot-launch OS for Greater Bay Area deep-tech startups turning trade-show demand into localized EU distributor and pilot deals.
Qianhai Ehub startup delegation at VivaTech Paris
2.4
Operating system for startup campuses to automate programming and introductions so flex space sells outcomes, not desks.
Saudi workspace expansion
2.2