Home brief
What deserves attention, what puts ARR at risk, what is ready for spec, and where confidence is thin.
It is the operating layer between feedback and engineering: collect signals, add revenue context, rank priorities, generate specs, and measure what changed after work ships.
Admin provisioning reliability
$1.8M ARR / 94% confidence
SAML group mapping
$920K ARR / 88% confidence
Audit export workflow
$610K ARR / 81% confidence
Upload interviews and notes, then connect systems like HubSpot, Stripe, Zendesk, Gong, Intercom, and Linear. Coherence keeps the original receipt attached to every theme it creates.
A theme is not prioritized because it is loud. It is prioritized when the evidence is strong, the affected accounts matter, and the decision is ready for action.
PMs see the top opportunities, the source quotes, the accounts affected, and the reason a theme moved up or down. Decisions become explicit instead of reconstructed later.
Approved priorities generate specs with acceptance criteria, evidence links, revenue context, and destination status for Linear, MCP, and outcome tracking.
What deserves attention, what puts ARR at risk, what is ready for spec, and where confidence is thin.
A ranked theme with cited evidence, affected accounts, score drivers, and recommended next action.
The approved spec, acceptance criteria, evidence packet, and trace of where the work was sent.
What shipped, how it performed, and whether the evidence should change future prioritization.
We are approving teams manually while onboarding is high-touch. Request access and we will review whether your current signal is a fit for the beta.