Manufacturing
Run agents across plants, quality and supply chain with one inventory, one policy set and one bill you can actually read.


Discover
Find every agent, skill and integration already approved across your organization.
Operate
Identify each agent, control what it can reach and record what it does at runtime.
Improve
Measure adoption, performance and spend, then act on what the numbers actually show.
Policy set centrally, enforced uniformly across every site’s agents.

Agents reach MES, ERP and supplier systems. The gateway decides what each one may touch and attaches the credential only at the moment of the call.
When an agent touches a production system you need the full sequence afterwards. Every model call, tool invocation and decision is captured as it happens.
Agents multiply across plants and each one adds cost. Attribution by agent and site, with hard limits, keeps the total predictable.
Neutral by design. Universal by default. The same Agent Orchestration System under every team.
AI Observability
Trace every session and audit every action
Full session traces, searchable and exportable
An immutable audit trail with the acting user
Evals that halt an agent on a failed check
AI Spend Explorer
Find overspend in two minutes
Read-only, no card, two minutes
Spend broken down by agent and by user
A starting point that needs no migration
Optimizer
Cut agent cost without losing quality
Model, prompt, context and tool optimization
Hybrid conversion moves work out of the LLM
Every change measured against your own evals
CLI
Deploy and govern from your terminal
Everything the dashboard does, from the CLI
Built for CI/CD pipelines from day one
Credentials never written to the local machine

Neutral by design: Run agents on any framework and any model, with no migration and no second layer of lock-in.
Regulator-ready: SOC 2 Type 1, ISO 27001 and GDPR, with an exportable audit trail.
Bring your own agent: Tailor your agents to your unique data, use cases, and infrastructure.
Expert-implemented: A dedicated success team and an SLA on enterprise plans.

— Head of Operations, CAP Consultor

Book a demo and we will start from the agents already running in your organization.