Your operations don't stop at shift change.
Neither should your AI — but it must operate with the discipline, security, and governance that industrial environments demand.
OpenAI recognised the shift to always-on agents by acqui-hiring the creator of OpenClaw in early 2026. OpenClaw proved agents work. IndustrialClaw makes them safe and purposeful for industrial environments.
Industrial operations are data-rich and action-poor.
In most industrial operations, more than 60% of operator time is spent on coordination, documentation, and handover — not production. Historians log millions of data points per second. SCADA systems generate alarms faster than operators can triage them. The knowledge required to respond to an exception at 2am is locked in the heads of engineers who are asleep.
ChatGPT and Copilot are trained on general knowledge, not OT protocols, P&IDs, or historian time-series data. They cannot take action inside the plant.
Powerful but carry unacceptable risk: no OT-aware security model, no governance, no audit trail, and no guardrails suited to safety-critical infrastructure.
The gap:
Industrial organisations need agents that act — not just answer. But with a blast radius of zero.
What IndustrialClaw does
Agents run as persistent background processes connected to OSIsoft PI, SAP PM, CMMS, DCS/SCADA — waking up on event triggers before the on-call engineer's phone rings.
Sits in your operations channel, pulls historian data and maintenance history, and posts a structured diagnosis before the operator reaches the control room. 20–40 minutes of context-gathering, eliminated.
Prompt injection prevention, vetted skill libraries, role-based blast radius control, hard spend caps, network egress filtering, and an immutable audit trail for every action.
Not an open consumer runtime — an enterprise-managed deployment where engineering teams build domain-specific skills that encode institutional knowledge and execute reliably, at scale.
FACILITIES
200+
MONITORED
OT/IT
150+
CONNECTORS
OEE
23%
IMPROVEMENT
ROI
733%
INDEPENDENTLY AUDITED
The window is now.
Organisations that deploy governed agentic AI in 2026 will build a compounding advantage that latecomers cannot close.
Talk to usGOVERNED · SECURE · PURPOSE-BUILT FOR INDUSTRIAL OPERATIONS