Operational intelligence

AI command systems for critical infrastructure

Ironweather places governed digital operators inside complex industrial workflows—turning fragmented signals into decisions your teams can trust.

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Trusted by operators from

Axial EnergyCinderWorksDanburyVela PortHalcyon
Signal 04 · load varianceAgent 17 · response staged

82% of operators are piloting AI.
Only 13% have put agents on shift.

The constraint is operational: isolated data, brittle handoffs, and models that cannot act safely inside live systems.

Ironweather works beside your team to make operations AI-executable

We combine a resilient agent control plane with embedded field teams and applied industrial models—moving from one governed workflow to a dependable fleet of digital operators.

Good morning, Mina

Operator 12 preparing a governed run

Measured outcomes.
Without the wait.

9Industrial regions live in 2026
21Digital operators in production
87%Shorter incident cycles
68%Autonomous resolution rate
14+Supervisor hours returned weekly
4.7×Throughput uplift on monitored lines

A command layer for governed action, built around your operation

Explore the platform
Data intakeSignals become structured context
Governance logicEvery action stays within policy
Strategic commandSupervisors retain clear control
IW
Workflow logicRunbooks adapt to current conditions
Execution hubAgents work across your toolchain
Human reviewExceptions arrive with full evidence
One operating layer

Connect every system already running your operation

  • REST systems
  • Event streams
  • ERP platforms
  • Secure warehouses
Workday
SAP
Oracle
ServiceNow
Connect the real stack

Bring ERP, MES, data warehouses, and operational tools into one control layer.

Ingest unstructured work

Parse emails, PDFs, and spreadsheets into structured, auditable inputs.

Grow a learning graph

Capture specialist context and improve each operator over time.