Agentic Operations

AI agents that operate the business — with a human in the loop. Not a chatbot on the side: agents that take real actions on your systems, inside the workflow and with controls.

It’s the modern way to apply AI: instead of only “assisting,” the agents do the work and a human approves what matters.

What we deliver

Agents in the flow

Each agent has real tools and actions (read, write, trigger workflows) on your systems — like the Onoots swarm (Marketer, Qualifier, Guardian…).

Human in the loop (tiered autonomy)

Every act resolves to an autonomy level: full_auto for routine work, human gates for sensitive actions. The policy is fail-closed: when in doubt, it stops.

Durable orchestration

Flows run on an async engine (outbox → durable workflows → callback), idempotent and resilient: if something goes down, it drains when it returns.

Audit of every act

Every agent action is recorded (act, level, hash, anchor) — traceable end to end.

When to choose it

When you want AI to execute operational processes (not just answer), with human control and traceability.