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
Section
Sectors
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
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
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
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
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
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
Fleet OS for beverage robots that keeps unattended coffee and dessert sites stocked, clean, and margin-positive.
Yingzhi XBOT restaurant robotics
3.3
Semantic safety OS for sidewalk robot fleets that catches emergency scenes and roadwork before they become incidents.
Avride cloud VLM safety layer
2.6
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
Traffic-aware robot shift OS for grocery chains scaling cleaning fleets across live stores without disrupting shoppers.
Service robots in live operations
3.3
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
External risk benchmark for robotaxi insurers to quote fleets using live recalls, incidents, and market-expansion signals.
Autonomous vehicle performance benchmarking
3.3
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
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
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
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
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
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
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
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
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
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
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
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
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
Decision-memory OS for feed mills that replans ingredient buys, formulas, and truck schedules as commodity markets move.
Agrifood manufacturing decision intelligence
3.6
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
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
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
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
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
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
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
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
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
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
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
Commissioning OS that gets AI robot cells approved across brownfield auto plants without months of integrator rework.
Deployment stack for factory robotics
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
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
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
Underwriting OS for driverless trucking operators to win cheaper insurance and asset financing with route-level safety evidence.
Autonomous trucking financing crunch
3.9
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
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
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
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
Safety-case OS for 3PLs piloting humanoid robots, turning vendor logs into insurer- and ops-ready deployment approval.
humanoid robotics acquisition
3.2
Release-gate software for humanoid robot startups to catch task regressions and expand warehouse pilots faster.
humanoid robot model acquisition
3.3
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
Virtual FAT copilot that turns industrial digital twins into shipment-ready test evidence for custom equipment OEMs.
JuliaHub industrial digital twins
3.3
Manufacturing handoff OS for robotics teams turning AI-generated board concepts into supplier-ready pilot builds.
AI hardware prototyping
3.7
Supplier-readiness OS for advanced nuclear teams to qualify vendors, trace parts, and survive first-plant audits.
X-energy IPO surge
3.3