Connect existing systems before replacing them

System Integration Sprint

A focused sprint for two or more systems that currently exchange data manually or operate in isolation.

The entry point is deliberately small. The diagram shows how the concrete use case becomes a clean systems workflow.
TYPICAL STARTING POINT

Does any of this sound familiar?

Duplicate data entry
CSV exports as a permanent workaround
No shared customer history
AI should access existing systems
WHAT WE ACTUALLY DO

A clearly scoped engagement with a usable outcome.

01

Interface review

02

Data and event model

03

API/webhook/MCP concept

04

Permission model

05

Pilot integration

06

Monitoring and failure model