Robust automation on the floor.
Autonomous reasoning at the ceiling.
Boring-reliable and intelligent in the same box: deterministic RPA rules run 95% of the time, fully auditable; an agentic LLM activates only when something doesn’t fit. RF-first, camera-free, $4 nodes.
RPA + agentic · Auditable · Camera-free
Reuses the CameraPlus stack — same nodes, an industrial model flashed over the air
Dumb-reliable, or smart-fragile. Never both.
Open the live Reality Twin
Reliable or clever, pick one
Monitoring is either deterministic-but-blind or clever-but-unpredictable in production.
Data, but no narrative
Every silo screams metrics; nobody gets a single sentence they can act on.
Black boxes fail audit
You can’t ship an unexplainable model into operations and defend it later.
Deterministic floor. Reasoning ceiling. One narrative.
Deterministic 95%
Auditable RPA rules handle the routine, fully logged — the boring-reliable base.
Agentic on anomaly
The LLM activates only when reality doesn’t fit the rules — reasoning, with approval, when it matters.
One sentence, not a terabyte
128 KB/day fits in an LLM context; the world model becomes the prompt, not a black box.
A floor you can audit, a ceiling that can reason.
RPA rules the 95%; the agent handles the 5% that actually needs a brain.
You buy a Reality Twin, not hardware.
Run through MonitorPlus — we operate the nodes, the model and the reporting; you get the feed and the report.
What lands in your dashboard
- Anomaly detection with a plain-language explanation
- Presence and flow analytics across the site
- Agentic escalation — with human approval
- Conversational query — a Reality Twin of the site
Why it fits general industrial
- Robust floor and reasoning ceiling in one box
- Auditable for compliance, end to end
- Reads across SCADA, BMS, SIEM — not in isolation
- Camera-free; no privacy footprint
Prove it on one line or area.
A 30–60 day pilot on a single line or area. We stand up the deterministic floor plus agentic-on-anomaly, wire it to read across the systems you already run, and agree one success metric — e.g. true anomalies caught and explained versus your current tooling.