Autonomous production recovery
Agents investigate faults, trace restart blockers and deliver an evidence-backed recovery plan autonomously. Operators carry out machine actions; unresolved cases arrive with a specific request for missing evidence.
Building the next generation of industrial control.
We create tailored AI models that power agents for specific industrial use cases, bringing intelligence to industrial control.
Industrial agents.
Built for the task.
Explore Solutions
Industrial AI in practice
Boost your KPIs
with industrial AI.
Use autonomous agents to investigate faults, validate engineering changes and assess OT risk. Improve machine availability and engineering quality through completed work, with clear exceptions for your team.
Smoother commissioning
Review PLC changes and validate machine-to-MES mappings before deployment, reducing rework and helping machines enter production with fewer issues.
AI-driven OT Security
Connect fragmented advisories, asset configurations and machine documentation to assess exposure beyond version matching. Agents investigate applicability and keep an evidence-backed risk register current as conditions change.
Faster release readiness
Keep requirements and supporting evidence current as systems change. Surface gaps earlier and reduce the preparation work that holds up releases.
From industrial agents
to intelligent control.
We build a new generation of PLCs with intelligence on board, deterministic execution and an independent safety boundary.
Explore the architectureNext-generation PLC
Industrial intelligence
Tailored models · Task-specific agents
Deterministic
execution
execution
Independent
safety boundary
safety boundary
Machine inputsControl outputs
Intelligence on board. Control at the core.
Specialization
OT covers many specialized tasks. We believe a small model tailored to one task can outperform a general-purpose model on that task.
On-site intelligence
Not every industrial asset can connect to a frontier model in the cloud. We want specialized agents to run on site, close to the machines and processes they support.
Sovereignty
We want operators to retain control over their data, deployed models and updates as we work toward the next generation of industrial control.
Company
About IA Foundry
IA Foundry builds the next generation of industrial control. Our tailored AI models power task-specific agents for manufacturing, engineering and OT security.
Let’s talk
Tell us about
your industrial task.
We'll discuss the model and context for your agent, where they would run and whether you need custom adaptation.