AutoFlow: Agentic workflow orchestration
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Agentic workflow orchestration

AutoFlow

An agentic orchestration system turning natural-language intent into governed, tool-using operational pipelines.

AutonomousPlatformInfrastructure

The brief

Built around the hard part.

01

The difficult problem

Brittle RPA scripts and manual handoffs failed whenever systems or context changed.

02

The intelligence built

A planner creates typed execution graphs; agents run tools with retries, guardrails and human approval gates.

SectorEnterprise Operations

System architecture

How the system works.

The model is one layer. The value comes from connecting inputs, intelligence and production action as one accountable system.

  1. 01

    Intent and planning

    Acquire and structure the operating signal.

  2. 02

    Typed agent execution

    Transform it through the model, rules and control layer.

  3. 03

    Policy, audit and escalation

    Deliver a decision, artifact or action into production.

In production

Where it runs.

Deployment

Enterprise integrations with durable execution and full observability.

What it changes

Automation can adapt, ask for review and explain every run.

Production stack

  • Python
  • LangGraph
  • Temporal
  • FastAPI
  • PostgreSQL
  • OpenTelemetry