Product overview

Coherence turns customer truth into agent-ready product context.

It is the context layer between sources and agentic execution: investigate signals, attach evidence, prepare Workstreams, recommend validated work, create handoff packages, and measure outcomes.

workstream workspacelive signal
01

Admin provisioning reliability

$1.8M ARR / 94% confidence

02

SAML group mapping

$920K ARR / 88% confidence

03

Audit export workflow

$610K ARR / 81% confidence

Selected Workstream

Admin provisioning reliability

27 support tickets and 3 renewal calls
Enterprise segment overrepresented
Spec ready with acceptance criteria
Evidence
Handoff
Outcome
What it does

One loop from sources to outcomes.

01 / Sources

Bring messy product and customer signal into one context layer.

Upload interviews, notes, tickets, call excerpts, CRM context, and revenue exports. Coherence preserves the original receipt so every signal can be traced back to evidence.

CallsTicketsCRM notesRevenue exports
02 / Workstreams

Shape evidence into living Workstreams.

A Workstream is a product problem or opportunity under investigation. It earns attention when the evidence is strong, the affected accounts matter, and the next recommendation is ready to validate.

ARR exposureSegment impactRenewal urgencyEvidence strength
03 / Recommend

Review recommendations with the receipts visible.

PMs see the Workstreams worth acting on, the source quotes, the accounts affected, and the reason a recommendation moved forward or stayed in validation.

Ranked WorkstreamsCustomer quotesAccount contextValidation plan
04 / Handoff

Turn validated work into a handoff package.

Validated recommendations become specs, acceptance criteria, evidence links, revenue context, and coding-agent prompts that can be copied, exported, shared, or read through MCP.

Evidence-backed specCopy/export packageMCP contextOutcome tracking
Surfaces

Product pages built around Workstreams, not dashboards.

Workspace home

A focused place to ask what should be investigated, see prepared Workstreams, and follow the current agent workflow state.

Workstream detail

A living problem space with cited evidence, affected accounts, score drivers, recommendations, and validation next steps.

Handoff package

The approved spec, acceptance criteria, evidence packet, and coding-agent prompt ready to copy, export, share, or query through MCP.

Outcome loop

What shipped, how it performed, and whether the evidence should change future prioritization.

Not another inbox
  • Not a chatbot-first research repository.
  • Not a feature request tracker by another name.
  • Not a PRD generator detached from evidence.
  • Not a roadmap spreadsheet with prettier charts.
Get started

See what Coherence finds in your own feedback.

Paste a batch of tickets, call notes, or customer emails and Coherence produces your first Workstream in minutes. No setup, no sales call required to start.