All success stories
Business operations/AI & automation/SC-04

AI Receptionist & Lead Qualification

What this system is for

A conversational intake layer that qualifies enquiries, captures structured requirements and routes the next action.

Reference economics

200 h/month workload → 20% automatable → 40 h/month released.

Reference arithmetic, not a measured client result.

200 h

Reference scenario

20%

Illustrative improvement

40 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

AI Receptionist & Lead Qualification

Validation

Controlled stages · Approval gates

Core stack

TypeScript · Node.js · Fastify