All use cases
Use case · Engineering teams

Receive handoff packages with the customer context already attached.

Engineering should not have to reconstruct the product decision after work reaches the sprint. Coherence keeps the evidence, revenue exposure, and acceptance criteria with the handoff.

Handoff package
94%context complete
local preview
1
Specapproved

Acceptance criteria generated from customer-backed requirements.

2
Evidenceattached

Three quotes explain why the implementation needs audit history.

3
Promptcopy ready

Coding-agent prompt includes source links, scope boundaries, and open questions.

Evidence
Revenue
MCP ready
The job
  • Understand why a spec matters before starting implementation.
  • Review customer evidence without searching through calls and tickets.
  • Give coding agents the same product context the PM used.
What changes
  • Specs include customer quotes, ARR impact, and acceptance criteria.
  • Less clarification before implementation starts.
  • Agent-compatible handoff packages for Claude Code, Cursor, and MCP clients.
A real moment

The handoff arrives with its receipts.

When onboarding friction becomes the approved priority, the engineer sees the original customer quotes, the ARR concentration, and the acceptance criteria in one packet. The work starts from the evidence instead of a short ticket title.

Workstream trace
01

Evidence attached

3 cited sources

02

Recommendation prepared

94% context complete

03

Handoff ready

MCP ready