Agent and business workflow runtime

Move agents into business workflows—and keep execution within clear boundaries.

Utenon organises models, knowledge, tools and reusable Skills into traceable, controllable workflows, helping teams move from conversational demos to real task execution.

Start with one real taskKeep approvals and execution visibleBuild for reuse
One operating chain from business input to a verifiable result.

Business input

Requests, documents, knowledge, APIs and business events

Agent execution

Agents understand the task and use Skills and Tools to complete multi-step work

Runtime control

Manage state, queues, retries, human approval, escalation and result records

Business input → Agents → Skills and Tools → Business systems → Results and records

An answer is not the same as a completed task.

01

Agents answer but do not reliably complete multi-step work

02

Models, knowledge, Tools and entry points stay isolated

03

State, failures and approvals remain invisible

04

One-off prompts and scripts are difficult to reuse

Product interface and release state

Judge product capability through visible execution.

Loop executionScheduled executionCode execution
Agent Management
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Agent Management

Agent creation, configuration and runtime status.

Product UI
Control & governance

Increase automation without removing accountability.

Least-necessary accessTask stateRetriesPause and resumeHuman approvalTakeoverEscalationExecution records
Integrations & deployment

Connect existing systems and define the operating boundary.

Models and knowledge

Tools and enterprise systems

Web, API and collaboration entry points

SaaS and private deployment

How to start

Validate one real task before expanding scope.

Task and owner

Real inputs and Tools

Sample validation

Deployment and reuse

Bring one real workflow and see how Utenon can turn it into an operating capability.

One operating chain from business input to a verifiable result.