In-Context AI for Industrial Reality
What we deliver
We turn live telemetry and operating context into the next safe, compliant step on screen – complete with current SOP/LOTO and source citations. Operators get clear guidance, leaders get measurable outcomes, and IT/OT keeps options open with an edge-first, open-protocol, cloud-optional stack.
Why customers choose us
Operator-first: Built for the control room and field crews—fast, clear, multilingual, and mobile-ready.
Guidance with proof: Every action links to the latest approved document—no guesswork, no stale PDFs.
Safety embedded: Dual approvals for critical moves, process guardrails, and physics checks to block unsafe setpoints.
Just-about-right stack: Open standards (OPC UA/MQTT), portable containers, swap-able components.
Low lock-in by design: Your data, your region, your cloud—or no cloud. Easy export and interchange.
How it creates value
Minutes to safe state instead of minutes searching.
Fewer errors under stress; consistent responses across shifts and sites.
Compliance you can show: Sources, timestamps, sign-offs, and complete audit trails.
Faster onboarding & retention: Plain-language “why/what next” coaching accelerates competence.
Lower total cost: Keep what already works; add only what’s missing to close the alarm → action loop.
How it works
1.Sense & contextualize live signals and alarms.
2.Guide: open the exact current SOP/LOTO with one-click citations.
3.Verify: dual approvals + process/physics guardrails for critical changes.
4.Explain: short, sourced “why/what next” notes (lightweight RAG).
5.Record & learn: audits and post-event insights feed continuous improvement.
Open by default. Portable by design.
Edge-first runtime; cloud-optional roll-ups.
Open protocols; connectors to historian/SCADA, EHS, and connected-worker tools.
Component choice (vector DB, dashboards, AI provider) and clear exit paths.
Industry lenses – our domain expertise
Mining & Metals
Tailings & water balance, TSF events, dosing and discharge, permit conditions, environmental reporting. Map alarms to approved SOPs and standards; show “why/next” with citations to site binders and regs.
Water Management
Source water variability, treatment upsets, residuals, backwash, distribution alarms. Tie SCADA signals to LOTO and O&M steps; log actions for audits and boil-water advisories.
Physical Environment
Groundwater inflows, aquifer drawdown, seepage, drawdown at community wells, spring discharge changes. Integrate monitoring data to hydrogeological models and ecological thresholds to reduce risk, secure permits, and demonstrate sustainable water management.
Process Manufacturing & Chemicals
Batch deviations, quality excursions, line changeovers, EHS procedures. Enforce two-person approvals, interlocks, and version-controlled procedures; surface MSDS/standards instantly.
Power & Renewables
Balance of plant, start/stop sequences, grid and weather interactions. Blend live conditions with SOPs and OEM manuals to cut restoration time and improve compliance.
Field Ops & Logistics
Remote assets, seasonal access, contractor variability. Deliver offline-resilient checklists and proof-of-work with geotagged logs and multilingual instructions.