Your operations don't stop at shift change.
Neither should your AI. IndustrialClaw is the OT deployment module that gives MAGS arms and legs at the plant floor - governed, hardened, and operating with a blast radius of zero.
OpenAI acqui-hired the founder of OpenClaw. NVIDIA launched NemoClaw to govern agents in the enterprise workspace. These moves confirm that governed AI is a real category -- and that the enterprise side of the stack is where most of the investment is going.
The OT side is a different problem. MAGS is the cognitive layer that reasons and orchestrates. But reasoning about a plant and acting in it are not the same thing. IndustrialClaw is the OT deployment module that gives MAGS arms and legs at the plant floor -- the governed node that sits at the ISA-95 boundary and makes cognitive intelligence physically real.
Enterprise agent frameworks can be useful as MAGS subagents for IT-side tasks. But they have no governed path to OT systems. Any action that needs to reach the plant is routed through IndustrialClaw. That boundary is not a limitation. It is the architecture that makes autonomous industrial operations safe.
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 -- at the node
Each node runs as a persistent agent team deployed at the ISA-95 Level 2/3 boundary, connected to OSIsoft PI, SAP PM, CMMS, DCS/SCADA - waking up on event triggers before the on-call engineer's phone rings.
IndustrialClaw does not bypass your control systems. It proposes setpoint changes, work orders, and alerts through the same supervisory paths operators use - with every action validated against symbolic constraints before execution.
Default-deny network posture. OT-native connectors pre-wired. Symbolic governance enforced at the architecture level. It does not arrive open and get tightened. It arrives hardened.
In Software Defined Automation environments (IEC 61499, OPC-UA), nodes can propose and execute certified control logic changes - not just recommend them. SDA is the execution surface IndustrialClaw is designed for.
Be first to deploy governed autonomous operations.
We're onboarding a limited cohort of enterprise operators in 2026. Applications are reviewed -- acceptance is at XMPro's discretion. We prioritise heavy asset and mission-critical organisations represented by senior decision makers.
- → Priority consideration for 2026 deployment cohort
- → Agentic Operations briefings before public release
- → Production case studies from Tier 1 operators
Request early access
Applications reviewed by the IndustrialClaw team. Enterprise operators in heavy asset and mission-critical industries are prioritised.
Application received.
We'll be in touch if your organisation qualifies for the 2026 cohort.
OT/IT
150+
CONNECTORS
AUTONOMOUS
15+
DAYS CONTINUOUS
INDUSTRIES
Tier 1
MINING · OIL & GAS · ENERGY
GOVERNANCE
ISA-95
LEVEL 3 · SAFETY-CRITICAL
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