The AI operating system for the industrial base
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Build an ore grade tracking dashboard from drill to certified assay…
Production-Ready Templates
Ore Sample Management
Drill core collection through certified assay, auto-flag recovery variance
Equipment Work Orders
Field condition capture to maintenance resolution with downtime tracking
MSHA Safety Compliance
Close hazard-to-corrective-action loop, automate Part 46 training records
Production Scheduling
Surface constraint blockers 7–14 days out, coordinate maintenance windows
45X Credit Documentation
Continuous evidence generation from operational data, IRS audit-ready
FEOC Supply Chain
Multi-tier supplier traceability with continuous FEOC compliance scoring
Shift & Daily Log
Digitize shift handover and crew tracking, auto-extract KPIs from voice
Environmental Monitoring
Tailings, water, and air quality monitoring with permit variance alerts
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
Software-Defined Autonomy
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.
- Unified Control and Execution. A canonical control API that abstracts every OEM's proprietary protocol — from Arbin SCPI to Komatsu CAN to Emerson OPC-UA — into a single execution layer with full audit trail from sensor to command.
- Software-Defined Autonomy. Four-layer architecture from sensing and world modeling through planning and execution — with human-in-the-loop controls at every tier and deterministic safety constraint enforcement independent of AI state.
- Multimodal Foundation Models. Pre-trained on temporal telemetry, spatial imagery, and structured operational context across the full operator fleet — embeddings that transfer across sites, chemistries, and equipment vintages without starting from scratch.
- RL Efficiency. Physics-fidelity pre-training in simulation, then continuous online fine-tuning against real operations — closing the adaptation gap between fixed-protocol practice and the efficiency ceiling.
- OT Security. On-premise inference with no raw telemetry leaving the facility, dedicated equipment VLANs isolated from IT networks, air-gap deployment for defense-adjacent contracts, and safety PLC integration that retains hardware authority over safety-critical actuators.
If you're pushing the frontier of how physical operations run, we want to build alongside you.