AIMAKE FOR PRODUCT TEAMS
Turn company context into buildable product work.
AIMake helps product teams connect customer evidence, CX review, engineering tasks, and shipped proof in one operating loop.
THE CURRENT PROBLEM
Roadmaps lose the reasoning behind them. Feedback sits in one tool, decisions in another, and engineering gets a compressed ticket at the end.
WITH AIMAKE
Product work starts with evidence, carries the decision into execution, and comes back with proof of what actually shipped.
THE AIMAKE SURFACES
Built around the work product teams already own.
These are product surfaces available in AIMake today—not a future-role checklist or a generic AI wrapper.
Feedback
01
Triage customer language into the right kind of work
Group repeated requests, churn-risk language, and support themes. Route each signal to a Product win, Bug, support doc, or research follow-up.
Customer evidence stays attached to the decision
Wins
02
Shape outcomes before the work reaches engineering
Carry the problem, experience contract, CX review, ordered tasks, workstreams, owners, and proof requirements through the full delivery board.
Intent -> CX review -> Build -> Proof
Task Chat + Proof
03
Keep implementation questions at task level
Discuss a specific task without losing the win around it, then attach PRs, screenshots, builds, metrics, docs, logs, and files as proof.
Decision, discussion, and evidence share one reference
Evergreen Notes + Channels
04
Give durable decisions a durable home
Keep product briefs and decision records cohesive. When an evergreen note becomes shared work, its channel preserves the discussion as source material.
Company memory with provenance
HOW THE WORK CHANGES
A focused workflow for product teams.
01
Shape wins from evidence
Bring support patterns, repository evidence, customer context, and company goals into the same product decision.
Signals → decision → product win
02
Preserve the tradeoffs
Keep scope, acceptance criteria, CX review notes, deferred ideas, and open questions attached to the work.
Context that survives build
03
Review the outcome
See PRs, tests, screenshots, metrics, and follow-up work without reconstructing the release.
Shipped work with evidence
EXAMPLE: INVITE-FLOW DROP-OFF
A support pattern becomes a buildable product decision.
The signal, scope, implementation, and outcome remain connected instead of being retold at every handoff.
01 → 04
01
Signal
Feedback reveals the pattern
Support conversations and funnel evidence point to the same invite failure.
02
Decision
Product shapes the experience
The accepted flow, edge cases, constraints, and deferred scope pass CX review before engineering tasks harden.
03
Execution
Tasks carry the context
Design, engineering, human, and agent work stay ordered under the same outcome.
04
Proof
The release closes the loop
PRs, screenshots, and the activation metric show what changed and whether it helped.
THE HANDOFF
Product and engineering work from the same win.
The product decision, engineering tasks, proof requirements, and release evidence stay together. Fewer translation layers. Less ticket archaeology.
WORKS ACROSS THE COMPANY
The same context, seen from the next job.
Build from shared context.
Give every team and agent the decisions, signals, and proof behind the work.
Start with AIMake