Twin
Auto-build a high-fidelity digital twin of your site (layout, robots, sensors, physics) in NVIDIA Omniverse.
ExplorePhysical AI for industrial fleets
One AI foremai for your entire robot crew
Foremai builds a digital twin of your site, trains and safety-validates skills in NVIDIA simulation, then runs an agentic layer that assigns work and coordinates a mixed fleet that gets better every shift.
Validated before it touches hardware Vendor-agnostic fleet Runs in your VPC
Trusted by operations teams automating the physical world
NORTHFORGE Vantek MERIDIAN 3PL AxisWorks Polaris CPG Cobalt Robotics
The loop
Twin. Train. Deploy. Improve.
Foremai owns the whole loop where incumbents own one slice.
Train
Generate synthetic data and world-model rollouts, then train and validate skills in Isaac Lab until they pass safety gates.
ExploreDeploy
Push validated skills to Jetson at the edge and switch on the agentic Foremai layer to run the floor.
ExploreImprove
Real-world telemetry flows back to sharpen the twin, world models, and policies: a compounding data flywheel.
ExploreDigital twin
A physically accurate copy of your floor
Skip months of bespoke integration. Foremai scans your layout and assembles a simulation-ready twin of every robot, gripper, and sensor.
- Import CAD, point clouds, or a walkthrough scan
- Multi-vendor robots in one shared scene
- Physics that matches the real line
Omniverse twin
1,284 robots mapped
4,096 parallel sim envs
Sub-mm calibration
Agentic orchestration
The Foremai layer runs your floor
An LLM/VLA reasoning layer decomposes goals into robot tasks and coordinates the fleet in real time.
1
Plan
Decompose shift goals into tasks and sequences.
2
Assign
Match tasks to the best-fit robot across vendors.
3
Act
Robots execute validated skills at the edge.
4
Verify
Monitor, catch exceptions, and self-correct.
By the numbers
Outcomes operators feel on day one
42%
faster line changeovers
99.3%
skill success rate
6x
more tasks per robot
0
hardware at risk in training
Why Foremai
A platform, not a point tool
Everything you need to train, deploy, and compound skills across a mixed fleet.
Massively parallel simulation
Train thousands of environments at once on NVIDIA GPUs, then export only skills that clear safety and success gates.
4,096concurrent envs
Skill library
Reusable, validated policies that transfer across sites.
2,400+skills
Edge runtime
Real-time inference on Jetson Thor / Orin.
Data flywheel
Every site strengthens shared world models, which lowers the cost of the next deployment.
Use cases
From one cell to every site
Start where the ROI is clearest and expand.
Palletizing & depalletizing
Mixed-SKU stacking that adapts to new cartons without reprogramming.
Machine tending
Keep CNCs and presses fed across shifts with cross-vendor arms.
AMR coordination
De-conflict fleets of mobile robots moving material between cells.
Inspection & QA
Vision skills that flag defects and route rework automatically.
Humanoid pilots
Teach and supervise humanoids alongside arms and AMRs.
Kitting & assembly
Sequence multi-step assembly with the agentic planner.
Customers
Trusted on the floor
“Foremai cut our changeover time nearly in half. We retask the same cell for three product lines without calling an integrator.”
“We validated 40 skills in simulation before a single robot moved. Zero crashes on go-live.”
“One brain across our arms and AMRs finally made the fleet feel like a team, not a pile of robots.”
Integrations
Works with the stack on your floor
Vendor-agnostic across robots, controllers, and systems of record.
Robots & arms
Universal RobotsFANUCKUKAABBFetchBoston Dynamics
AMRs & humanoids
MiROTTOLocusAgilityApptronikFigure
Controllers & sensors
ROS 2PLCs / OPC-UAIntel RealSenseZividSICKCognex
Systems of record
SAPManhattan WMSBlue YonderNetSuiteSnowflakeDatabricks
Security & safety
Enterprise-grade, safety-first by design
Robots act in the physical world, so every skill is validated before it ever touches hardware.
SOC 2 Type II ISO 27001 GDPR ISO 10218 / RIA R15.06 SSO / SAML Audit logs
Safety gates
Every policy must pass success + collision + force limits in sim before deploy.
Encryption everywhere
AES-256 at rest, TLS 1.3 in transit, per-site key isolation.
Data residency
Run in your VPC or on-prem; telemetry never leaves your boundary.
SSO, SCIM & RBAC
SAML/OIDC, provisioning, and role-based access down to the cell.
Get started
Give your robots a foremai
Book a demo and watch a live twin of a floor like yours train a new skill in minutes.