All success stories
Business operations/AI & automation/SC-01

Long-Running AI Agent Platform

What this system is for

Durable execution for AI workflows that must pause, resume, call external systems and preserve an audit trail.

Reference economics

140 h/month workload → 25% automatable → 35 h/month released.

Reference arithmetic, not a measured client result.

140 h

Reference scenario

25%

Illustrative improvement

35 h

Decision value

The success story in 30 seconds

Business problem

The operating risk is not the model itself; it is losing state, accountability or approval around a business action.

What changed

Persist workflow state outside the model.

Business utility

The commercial value comes from reducing repetitive work without making sensitive decisions less traceable.

Decision

AI & automation

System

Long-Running AI Agent Platform

Validation

Controlled stages · Approval gates

Core stack

Python · FastAPI · PostgreSQL