Company AI Brain for Product
Connect customer evidence, product decisions, delivery, and learning.
Bring analytics, feedback, research, support themes, product discussions, roadmap decisions, experiments, releases, and status into one product intelligence cycle.
Tell us how your product team worksCompany AI Brain for Product
In practice
Full Workflow Examples
End-to-end paths through Product — from signal to improvement, with human control where it matters.
- Signal
- Understand
- Recommend
- Approve
- Execute
- Monitor
- Learn
- Improve
01
Leadership direction to roadmap priority
- Signal: Leadership sets or changes product direction, such as a new feature priority, market bet, or strategic constraint.
- Understand: Brain gathers the leadership decision, current roadmap, related customer evidence, delivery capacity signals, and open product risks.
- Recommend: Proposes how the direction should land on the roadmap, what to defer, and what evidence or discovery is still needed.
- Approve: Product owner updates or confirms the roadmap response. High-impact roadmap changes stay under human approval.
- Execute: Updates approved roadmap status, creates confirmed discovery or delivery tasks, and routes work to Design or Engineering where needed.
- Monitor: Tracks whether the directed priority is staffed, blocked, or drifting.
- Learn: Notes where leadership intent was unclear or conflicted with existing commitments.
- Improve: Tightens the next leadership-to-product brief with clearer constraints, success measures, and trade-off prompts.
DirectionMapApproveRoadmapTrackTighten02
Customer evidence to release
- Signal: Feedback, support themes, research, or product behaviour points to a recurring problem or opportunity under the current roadmap.
- Understand: Brain groups related evidence, retrieves prior decisions, analytics, and missing information.
- Recommend: Prepares a product brief with impact estimate, open questions, and discovery or experiment paths. As delivery progresses, flags release readiness gaps.
- Approve: Product owner updates or confirms the brief and whether discovery should start. Before release, Product owner updates or confirms the go decision and release communication.
- Execute: Creates research plans, experiment definitions, and delivery tasks; routes work to Engineering or Design; prepares release notes; publishes approved product communication; and makes approved release context available to Marketing and Support.
- Monitor: Tracks evidence gaps, delivery progress, and early post-release signals.
- Learn: Captures what delayed readiness or surprised the team at release.
- Improve: Updates the brief and release readiness checklist for the next similar ship.
EvidenceBriefApproveReleaseMonitorChecklist03
Release outcome to next iteration
- Signal: Post-release usage, feedback, or experiment results are available.
- Understand: Brain connects adoption, support response, experiment outcomes, and prior success criteria.
- Recommend: Explains what the results imply and proposes the next iteration, stop, or follow-up experiment, including what Leadership should know.
- Approve: Product owner updates or confirms the next iteration decision.
- Execute: Creates confirmed follow-up tasks, prepares decision records, and sets the next learning focus.
- Monitor: Tracks whether the next iteration work starts and whether the original problem measure moves.
- Learn: Separates observed facts from assumptions in the outcome story.
- Improve: Feeds the outcome into roadmap priorities, the next product brief, and leadership reporting when required.
OutcomeExplainApproveIterateTrackFeed roadmap
Intelligence becomes valuable when it improves what happens next.
The Department Cycle
Know. Decide.
Act. Trust.
Every workflow in Product runs through a complete intelligence cycle, from signal to improvement, with human control where it matters.
Know
- Retrieve leadership direction
- Analyse product performance
- Summarise customer feedback
- Cluster support and research themes
- Retrieve previous product decisions
- Track roadmap status
- Monitor experiments
- Understand feature adoption
- Connect customer behaviour with feedback
- Prepare product status
- Identify missing evidence
Decide
- Translate leadership direction into roadmap options
- Prioritise product problems
- Recommend discovery work
- Suggest experiments
- Compare possible solutions
- Estimate impact using available evidence
- Identify decisions requiring design, engineering, finance, or leadership
- Flag reliability concerns
- Recommend roadmap changes
- Identify what the team should learn next
Act
- Create product briefs
- Create research plans
- Prepare experiment definitions
- Create confirmed tasks
- Update approved roadmap status
- Schedule product reviews
- Prepare release notes
- Publish approved product communication
- Share approved release context
- Route issues to engineering or design
- Monitor experiment results
- Prepare decision records
- Recommend the next iteration
Trust
- Link recommendations to customer and product evidence
- Separate observed facts from assumptions
- Show confidence and missing information
- Require human approval for roadmap decisions
- Maintain product decision history
- Allow teams to correct themes and classifications
- Prevent customer feedback from losing its original context
- Escalate conflicting signals
Categories only
Systems Connected
- Product analytics
- Customer feedback systems
- Support systems
- Research repositories
- Product management systems
- Design systems
- Engineering systems
- Documents
- Meetings
- Task systems
- Databases