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
May 2026
139 dossiers · Monthly dossier archive
- Avg rating
- 3.6
- Sectors
- 12
- Top sector
- Fintech
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Archive
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
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
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
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
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
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
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
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
OpsOS for coffee chains that turns app and subscription demand into daily prep, staffing, and ingredient decisions.
Coffee-chain unit economics stack
2.9
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
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
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
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
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
Loyalty clearing ledger for card issuers launching cross-brand earn, burn, and transfer rewards without bespoke deal ops.
Loyalty partnership API infrastructure
3.4
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
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
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
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
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
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
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
Settlement assurance layer for remittance providers running stablecoin-funded corridors through payout networks like MoneyGram.
Tempo remittance validator layer
3.6
MiCA operations ledger for EU EMIs launching stablecoin accounts, reconciling wallet balances to safeguarded funds and audit packs.
Zerohash MiCA EMI licensing
4.0
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
GitHub Actions firewall that simulates contributor-triggered token leaks and replaces exposed CI secrets with brokered access.
Grafana GitHub token breach
3.9
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
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
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
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
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
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
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
Pilot-readiness OS for Indian fintech-bank programs that turns selected startups into compliance-cleared bank pilots.
NSRCEL-HDFC fintech inclusion grants
2.9
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
Teacher-ready robotics lab platform that helps K-8 districts launch hands-on engineering classes without specialist instructors.
Robotics STEM kit grant
3.2
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
Control plane that binds every synthetic voice to consent, usage policy, and provenance before cloned audio reaches market.
Voice clone governance
3.9
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
Revenue desk for beauty brands that turns social questions into approved carts, samples, and attributable sales.
Nectar Social for agentic marketing ops
3.3
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
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
Change-assurance platform for air-traffic software upgrades that auto-build traceability, test evidence, and safety review packs.
DesignVerse for regulated codebases
3.6
AI case-assembly engine that turns cloud and identity alerts into analyst-ready investigations for lean SaaS SOCs.
Exaforce for overloaded SOCs
4.2
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
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
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
Industrialization OS for interceptor makers to turn monthly flight-test changes into approved, traceable factory releases.
Furientis interceptor production gap
3.6
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
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
Identity and revocation control plane for autonomous coding agents touching GitHub, cloud, and SaaS tools.
Trust infrastructure for autonomous AI agents
4.0
Scheduling middleware that batches and routes long-context LLM jobs intelligently, cutting inference costs 60% without new hardware.
inference bottleneck chip financing
3.8
Workflow evidence layer for RIA consolidators to onboard acquired advisors faster and prove every compliance step.
AI compliance ops for financial firms
3.9
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
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
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
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
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
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
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
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
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
Stablecoin treasury control plane for payout platforms to cut prefunding and reconcile 24/7 settlement into ERP.
BVNK-Corpay stablecoin settlement rollout
3.6
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
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
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
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
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
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
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
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
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
Control plane for hedge funds adopting Kalshi event contracts to enforce policy, reconcile positions, and survive regulatory scrutiny.
Institutional prediction-market infrastructure
3.3
Underwriting OS for driverless trucking operators to win cheaper insurance and asset financing with route-level safety evidence.
Autonomous trucking financing crunch
3.9
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
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
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
AI dispute-recovery agent for industrial distributors that turns short-pays into collected cash with audit-ready evidence.
Fazeshift autonomous AR
3.7
Control plane for Indian digital lenders to merge acquired loan channels fast without breaking underwriting, compliance, or conversion.
Freo acquires IndiaLends
3.3
Expression-tuning foundry for mRNA biotechs building chronic-disease therapies that need durable, IND-ready construct data.
ParcelBio mRNA launch
3.7
Migration control plane that learns spreadsheet logic and ports it safely into AI-native enterprise apps.
Pit Stockholm AI seed
4.2
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
Audit-ready agent workspace that drafts annual credit reviews for regional banks with cited evidence and policy checks.
Anthropic's finance agents
3.6
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
Power-aware scheduler for AI clusters on variable energy, turning stranded megawatts into sellable GPU capacity.
Panthalassa's offshore AI power
3.3
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
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
Procurement passport OS that helps European drone OEMs qualify once and sell faster across multiple ministries.
European military drone procurement marketplace
2.7
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
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
Compliance control plane that turns robotaxi violations and DMV reporting into defensible filings before permits get frozen.
California robotaxi rules
3.2
Migration and provenance OS that gets utility drone teams off DJI without grounding inspections or tripling fleet costs.
DJI drone rules squeeze
3.6
Fused OptoSAR watchlist OS that alerts border-security teams to site changes when clouds, darkness, or monsoon blind optics.
GalaxEye OptoSAR launch
3.9
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
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
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
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
Safety-case OS for 3PLs piloting humanoid robots, turning vendor logs into insurer- and ops-ready deployment approval.
humanoid robotics acquisition
3.2
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
Release-gate software for humanoid robot startups to catch task regressions and expand warehouse pilots faster.
humanoid robot model acquisition
3.3
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
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
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
Virtual FAT copilot that turns industrial digital twins into shipment-ready test evidence for custom equipment OEMs.
JuliaHub industrial digital twins
3.3