The AI operating system for the industrial base
Projects
MSHA Compliance Tracker
FEOC Supplier Auditor
Shift Handover Digitizer
Equipment Work Order Router
Ore Grade & Production Tracker
Let's build
Build an ore grade tracker: take a drill sample, look up assay history and the r…
Situational Awareness
Maximize effectiveness on every dimension of industrial operations
Workforce & Frontline
Scale the skilled industrial workforce
AI agents that deploy a master operator's judgment across every channel, asset, and shift simultaneously — capturing tribal knowledge, accelerating new operator ramp, and making expert-level decisions available at a scale no physical workforce can match.
Frontline Engagement
Close the feedback loop at the frontier
Audio and video capture that turns frontline observations into structured operational data — without forcing rigid input. What workers see in the field connects directly to maintenance records, pricing signals, and existing knowledge bases.
Supply Chain
FEOC-clean at every tier
Multi-tier traceability through offshore holding structures, continuous FEOC compliance scoring, and price discovery for battery materials that have no published benchmark.
Compliance
Compliance from operational data
45X credit documentation, NERC CIP evidence, MSHA pattern-of-violations monitoring — generated continuously from the same operational data that runs the facility.
Finance
Real-time cost at the unit level
Activity-based cost accounting from operational events, not month-end journal entries. Per-kWh, per-tonne, per-barrel cost clarity updated at production frequency.
Decision Intelligence
Harness decisive advantages on rapidly evolving conditions
Commodity Markets
Price intelligence before it moves
FEOC-clean material indices with no published benchmark. LMP by node. LNG netbacks. Battery material supply and demand balances — updated continuously from public records, not quarterly from a consultant report.
Geopolitical Intelligence
Signal before the announcement
Chinese MIIT consultation records processed in Mandarin, OPEC fiscal breakeven analysis, DRC cobalt policy trajectory — months before English-language news cycles reach the supply chain.
Regulatory & Permitting
Probability distributions, not opinions
P10/P50/P90 permitting timelines for BLM Nevada. FERC commissioner vote probabilities on your specific application. IRS 45X audit scenario modeling. Named institutional actors with documented decision histories going back decades.
Simulation Systems
Calibrated against realized outcomes
Market counterparty response models, institutional actor behavioral models, and geopolitical actor decision logic — calibrated against the full public record, not analyst opinion dressed as simulation.
Capital Markets
What capital will actually do
Tax equity pricing simulation, DOE LPO committee response modeling, streaming company term simulation — what the market will actually offer on your specific project structure, before you commit.
North
Physical World Action Layer
Turn vast amounts of disparate industrial data into actionable insights and execution that drive true productivity gains.
Build with North, a modern industrial control and execution platform capable of aggregating data across modalities and business systems, enabling observable software-defined autonomy and large-scale project coordination.
- Standard Engines. Accelerate time to value with protocol standardization from mine to market, enabling structural flywheels of compounding yield, audit moats, and benchmark networks to scale industrial capacity.
- Full-Stack Edge AI. Deploy full-stack edge AI that enables real-time insights in complex, contested, or remote environments with standardized compute and connectivity to bridge the gap between sensing and action. Orchestrate thousands of edge nodes with privacy-preserving, interoperable, AI-native systems and models for fundamental industry transformation.
- Physical Foundation Models. Compound institutional advantage with proprietary physical foundation models on accumulated operations data — frontier systems for the physical world trained on time-series telemetry, spatial imagery, and instrument data to redefine what's achievable for your production outcomes.
- Closed-Loop Optimization. Drive efficiencies with advanced reinforcement learning for yield improvements across continuous processes, batch operations, and discrete shop schedules — policies that sharpen every operating hour.
- OT Security. Protect critical industrial infrastructure with industrial-strength primitives for identity, isolation, attestation, and safety-system integration — TPM-rooted identity, equipment VLAN isolation, air-gap for defense, and safety-PLC hardware authority.
If you're pushing the frontier of how physical operations run, we want to build alongside you.
