Industrial Operator

Ai for your industrial operations.

Supervised or Autonomous
On top of existing systems
Built-in governance
Start a pilot
Download IO one-pager (PDF) – Coming soon
Swiss-tech
Industrial-grade engineering
Vendor-agnostic

Capabilities

Use Cases

For decades, digital technologies transformed operations. We automated processes, built algorithms, connected systems. But thinking stayed with people. Not anymore.

Quality Optimization

Quality Optimization

Production quality depends on many monitored control variables. Operating requires reasoning about the context, those signals, and the output quality to take decisions that affect production speed.

What IO does:
IO helps assess the situation, correlate signals with quality outcomes, and helps to adjust production parameters to maintain quality while maximizing throughput.
Quality control inspection system

Governance & Accountability

Your pace. Your policies.

Governance that scales with confidence. Some teams need human-in-the-loop today. Others are ready for delegated execution. IO supports both, with explicit policies, full audit trails, and the flexibility to evolve at your pace.

Human in the loop

AI thinks. You decide.

AI cannot decide or act
Every action remains human-validated
Full audit trail for regulators
Audit Trail
Update plan Constraint breach → Approved by J.Smith 09:14:22
Create WO Anomaly detected → Approved by M.Chen 09:18:45
Quality hold Spec deviation → Pending review 09:21:03

Where IO Fits

Sits above your systems.
No rip and replace.

IO connects through standard interfaces. Your production systems, your enterprise systems, your logic. All unchanged.

8–12 weeks to first value

No need to map your whole landscape. Pick a few systems. Use connections you already have. Prove value fast.

Unlock further value

Same architecture. You decide when to expand. As you see opportunities, connect more systems. No need to replatform.

Seamless integration with

WinCC OA
Ignition
AVEVA
ABB
SAP
+ others

The Journey

The journey with us is simple.

We model your landscape. Messy is fine. Our onboarding tools create the context (ontology) AI needs. We work directly with you or with your trusted integrators.

Identify the clearest opportunities
Deploy in weeks, controlled cost
Verify value before expanding
Quick wins first, complexity later

Differentiation

We model thinking,
not tasks.

Others chain AI agents in workflows. IO captures how your experts actually reason. That's why it scales where others don't.

Others: Linear Workflow
STEP 01 STEP 02 STEP 03
IO: Industrial Reasoning
Read our technical approach

Pricing

Pricing scales with mission scope, site footprint, and governance level.

IO ASSIST

Human in the loop. Full visibility.

AI detects, correlates, and recommends. Human always decides.

From €40k / year
Natural language queries on live data
On-demand analytics & calculations
Self-learning agents
Up to 3 missions
Start now
Most Popular
IO TRUST

Delegated execution. Configurable.

Controlled delegation to AI through explicit policies.

From €120k / year
Everything in Assist, plus:
Delegated execution with policies
Multi-site
Up to 10 missions
I need this
IO ORCHESTRATE

Multi-site & multi-enterprise.

Orchestration across sites and enterprise systems.

Contact us
Everything in Trust, plus:
Cross-site orchestration
Custom SLA & policies
Talk to us

Highlights

IO in the real world.

Naturgy Control Center

Naturgy Control Center

SPAIN

17 combined-cycle gas turbine power plants

IO supports centralized operations for start/stop sequences and diverse processes.

Fewer operators. Same coverage.

CERN CMS Experiment

CERN CMS Experiment

COMPACT MUON SOLENOID, CERN

10+ million I/O parameters

IO assists operators with troubleshooting and system knowledge.

Reduces dependency on experts on call.

SPS Fair 2025, Nuremberg

SPS Fair 2025, Nuremberg

SIEMENS WINCC OA BOOTH

Autonomous Reasoning System demo

Thousands of agents orchestrating a simulated data center with multiple buildings.

Featured by Siemens partner communications.