Product management workflows,
powered by AI.

A feature request arrives with a loud sponsor. A pilot changes the assumptions. The roadmap needs room for something new. Find the preparation behind deciding what the product should do.

Browse every work area
What moves to make room?New requests, capacity, dependencies and the cost of changing direction.What problem keeps coming back?Customer evidence, conflicting signals and the assumptions behind the request.What would make us stop?Pilot findings, test criteria and the smallest useful next step.Does everyone mean the same feature?Scope, user outcomes, acceptance criteria and unresolved decisions.

Built for the AI you already use.

  • ChatGPT
  • Claude
  • Copilot
  • Gemini

Explore the work behind the next decision.

Start with a job you recognize. Open it to see what gets prepared, the questions that remain and where a person decides.

Illustrative workflows, adapted to your own procedures and standards. Each needs to be scoped to your operation. Scheduling and system connections are possible setups, scoped separately. People retain the decisions shown.

Discovery evidence

Connect existing customer evidence to a product decision worth making.

A batch of discovery evidence is readyA decision brief with themes, conflicting observations and evidence links

Find the pattern without losing the disagreement.

Bring these each run
Research findings, customer feedback, support extracts and the decision under consideration.
The person decides
The product manager validates interpretation and chooses what deserves further investigation.
Keep the exceptions visible
Repeated requests from one account are not independent demand; preserve contradictory evidence.
Work it connects
Product, design research, sales and support.

Possible setup. From an approved export. When an agreed event happens.

A new product opportunity is proposedA problem brief with audience, current workaround and proposed success measures

Give the idea a specific customer problem.

Bring these each run
Idea notes, customer context, known alternatives and available evidence.
The person decides
The product lead approves further discovery or declines the opportunity.
Keep the exceptions visible
Assumed demand and proposed outcomes stay unvalidated; omit invented market or benefit figures.
Work it connects
Product and business sponsors.

Possible setup. From approved files. On request.

A concept needs a validation planA ranked assumption map with evidence gaps and suggested tests

Name the belief the plan depends on.

Bring these each run
Concept brief, customer evidence, known constraints and planned business model.
The person decides
The product manager selects the assumption to test and approves the learning criteria.
Keep the exceptions visible
A plausible belief is not validated because it appears in a plan.
Work it connects
Product, research and engineering.

Possible setup. From approved files. On request.

Validation and scope

Prepare choices about whether to continue and how much to build next.

A pilot or assumption test closesA continue, change or stop brief against the original learning criteria

Let the pilot change the plan.

Bring these each run
Pilot results, pre-agreed success and failure criteria, participant context and feedback.
The person decides
The product owner decides whether to continue, change direction or stop.
Keep the exceptions visible
A small or selected sample limits conclusions; changed criteria must be disclosed.
Work it connects
Product, engineering and business sponsors.

Possible setup. From an approved export. When an agreed event happens.

A product idea needs a decision reviewAn internal future-launch draft and FAQ exposing unsupported promises and operational questions

Write the promise before funding the build.

Bring these each run
Customer problem, proposed benefit, delivery assumptions and stakeholder answers.
The person decides
The product lead decides whether the concept deserves investment or another iteration.
Keep the exceptions visible
Label the future announcement as an internal exercise; it is not a launch claim.
Work it connects
Product, engineering and leadership.

Possible setup. From approved files. On request.

A feature wishlist exceeds the available capacityAn in-scope and deferred list tied to one useful user outcome

Find the smallest release that answers the question.

Bring these each run
Feature list, critical user goal, validation needs and engineering constraints.
The person decides
The product manager approves scope after engineering confirms feasibility.
Keep the exceptions visible
Removing necessary access, recovery or usability work can make a smaller release unusable.
Work it connects
Product, engineering and design.

Possible setup. From approved files. On request.

Roadmap and priorities

Make tradeoffs visible before changing a commitment.

The backlog needs a priority decisionA ranked option set with reach, impact, effort and evidence quality

Put confidence beside the priority score.

Bring these each run
Backlog export, strategic goals, demand evidence and engineering estimates.
The person decides
The product lead chooses priorities and records departures from the scoring model.
Keep the exceptions visible
Weak estimates can produce precise-looking scores; show uncertainty and dependencies.
Work it connects
Product and engineering.

Possible setup. From an approved export. On request.

A material request or dependency change reaches the roadmapA proposed roadmap revision with displaced work and unresolved dependencies

Show what the new priority displaces.

Bring these each run
Scoped project-tracker connection, current roadmap, capacity and approved strategic goals.
The person decides
The product owner approves the revision and any changed commitments with accountable owners.
Keep the exceptions visible
Tracker dates are not promises; missing effort or dependency owners remain open.
Work it connects
Product, engineering and affected teams.

Possible setup. Through a scoped connection. When an agreed event happens.

The agreed product update is dueA draft update separating progress, blockers and decisions needed

Give each audience the decision it needs.

Bring these each run
Roadmap export, confirmed delivery status, risks and audience brief.
The person decides
The product manager approves wording and any dates before distribution.
Keep the exceptions visible
Planned work stays distinct from shipped behavior; unresolved risks cannot become assurances.
Work it connects
Product and cross-functional stakeholders.

Possible setup. From an approved export. On a schedule, with review.

Requirements

Turn the chosen problem into behavior and acceptance criteria teams can work from.

An initiative is ready for requirementsA draft requirements document with goals, exclusions, dependencies and open decisions

Write down the scope everyone is agreeing to.

Bring these each run
Approved problem brief, discovery evidence, constraints and stakeholder requirements.
The person decides
The product owner approves scope with engineering and design.
Keep the exceptions visible
Conflicting stakeholder requirements need an owner decision; do not silently choose one.
Work it connects
Product, engineering and design.

Possible setup. From approved files. On request.

An approved feature needs backlog-ready storiesA story map with personas, outcomes, dependencies and suggested slices

Break the feature into useful user outcomes.

Bring these each run
Feature specification, user goals, constraints and agreed exclusions.
The person decides
The product manager approves the stories; engineers confirm feasible delivery slices.
Keep the exceptions visible
Technical tasks are not automatically user outcomes; avoid splitting away essential error handling.
Work it connects
Product and engineering.

Possible setup. From approved files. When an agreed event happens.

A story is ready for refinementA criteria sheet covering expected behavior, errors and relevant edge cases

Make done testable.

Bring these each run
Story, business rules, design states and known failure conditions.
The person decides
The product owner agrees acceptance criteria with engineering and test owners.
Keep the exceptions visible
Ambiguous terms such as fast or intuitive need concrete conditions before acceptance.
Work it connects
Product, design and engineering.

Possible setup. From approved files. On request.

Pricing and packaging

Prepare product-level commercial choices and the rules behind each offer.

A product price or package needs reviewAn options brief with value measures, willingness-to-pay evidence and uncertainties

Compare pricing choices with their tradeoffs.

Bring these each run
Usage patterns, approved cost inputs, customer research and current package definitions.
The person decides
The product owner recommends an option; the commercial authority approves prices and terms.
Keep the exceptions visible
Stated willingness to pay is not observed purchasing behavior; estimates remain estimates.
Work it connects
Product, finance and commercial leadership.

Possible setup. From an approved export. On request.

A feature gate or plan limit is proposedA rule brief with eligibility, trigger conditions and a usable decline path

Decide when an upgrade prompt belongs.

Bring these each run
Plan entitlements, user value milestones, current limits and support feedback.
The person decides
The product owner approves the gating rules; design chooses the interaction and wording.
Keep the exceptions visible
Existing entitlements and contractual exceptions need explicit handling before rollout.
Work it connects
Product, design, engineering and support.

Possible setup. From approved files. On request.

The team revisits a free tier or trialA funnel comparison with model assumptions and proposed learning tests

Look beyond the trial conversion percentage.

Bring these each run
Visitor, signup, activation and purchase exports, cohort definitions and servicing costs.
The person decides
The product lead selects a model or experiment with commercial and finance owners.
Keep the exceptions visible
Different signup requirements create different populations; compare the full path rather than one rate.
Work it connects
Product, analytics and commercial owners.

Possible setup. From an approved export. On request.

Product learning and release

Connect measured product behavior to the next decision and the explanation of what shipped.

The agreed product metrics review runsA product scorecard with segment changes, context and decision questions

Bring the metric change back to the product choice.

Bring these each run
Authorized analytics connection, agreed metric definitions, targets and recent product changes.
The person decides
The product manager chooses follow-up; analytics verifies disputed calculations.
Keep the exceptions visible
A launch and a metric movement may coincide without causation. Incomplete periods stay labeled.
Work it connects
Product, analytics and engineering.

Possible setup. Through a scoped connection. On a schedule, with review.

An early-access stage needs an exit decisionA readiness brief against agreed learning, support and product criteria

Define what earns a wider release.

Bring these each run
Beta plan, tester feedback, usage extract, outstanding issues and release constraints.
The person decides
The product owner decides whether to expand the cohort with engineering and support.
Keep the exceptions visible
Enthusiastic testers may not represent the next audience. Proposed criteria are not achieved results.
Work it connects
Product, engineering and support.

Possible setup. From an approved export. When an agreed event happens.

Approved release scope is ready to communicateDraft release notes with behavior changes, limitations and migration needs

Explain the change in terms users recognize.

Bring these each run
Confirmed shipped items, engineering notes, known issues and audience requirements.
The person decides
The product owner verifies user impact and approves publication with release owners.
Keep the exceptions visible
An internal refactor does not justify a performance claim without evidence. Keep planned work out.
Work it connects
Product, support, engineering and communications.

Possible setup. From approved files. When an agreed event happens.

From “I prompt it”
to “it is ready to review.”

Start with a simple version of one job. Make the preparation more automatic as the inputs, rules and review process become reliable.

On request

Bring the files or exports. Run the preparation when you need it, and review what comes back.

First, agree the useful output.

On a schedule

Prepare the review at an agreed interval, with a clear owner for exceptions and missing inputs.

Next, establish access and a review queue.

When something happens

An agreed event starts the preparation. Duplicate records, failures and retries have somewhere to go.

Then, test the trigger and recovery.

The person still approves the payment, releases the work or sends the message. Scheduling and integrations are scoped to the job.

Already have a prompt
that gets you most of the way?

That is a useful starting point. Bring the prompt, an example result and the part you still have to chase or fix.

We can start by examining what you have: its inputs, the exceptions it misses and what would make it reliable enough to hand off.

Describe what you have built
How we build and review the work

Your way of doing the work, ready for the team.

Your product manager knows which customer request changes the roadmap and which pilot result should stop a build. Fully Powered Studio captures that judgment in preparation that keeps evidence, assumptions and choices together.

Fully Powered Studio captures the steps, exceptions and standards in your procedures and your people's experience. They become reusable instructions, templates and checks for the next run.

Capture what works with Fully Powered Studio

Start with the records you already have.

Start with approved research, roadmap and usage records in your own AI workspace. We build with invented examples; your team tests real work without handing over copies. Analytics and tracker connections, event routing and schedules are separately scoped.

Begin with approved files and exports in your own AI workspace. Live connections and scheduled preparation can be scoped as the work becomes reliable.

Security and your informationWork that crosses systems

AI prepares. Your people decide.

Product owns the problem, priorities, requirements and product outcomes. Design owns research execution and interaction quality. Engineering owns implementation and release operation. Commercial authorities approve pricing and contractual promises.

Test ordinary work alongside missing records, conflicting information and unusual cases. A useful output shows what it checked and what it could not assess.

Evals, validation & verification

Build the capability you need next.

Need a discovery rhythm, an assumption-testing routine or a clear product review? We can adapt public methods to your decisions and records, then test the preparation with the product owner.

We select reusable methods and templates, tailor them to your organization, guide first use and refine the package with your team.

Build what's missing

What is your
version of this?

One job is enough to start.

Describe what comes in, what you do now and what you wish would be ready without another prompt.

Prepare a discussion outline. Your answers stay in this browser tab. You can edit and copy the outline to bring to a conversation. Nothing is sent or saved.

Go straight to a fit call

One recurring job.
Or a connected department.

Start with one workflowFind a focused starting point in work you already do.Map your department against thisExplore connected workflows, ownership and implementation.

Existing sprints, scope and pricing are on Get started. Establishing a function? Explore building a new capability.

Which job would you like ready to review?

Bring one contested priority, pilot result or feature brief. We can map the evidence, prepared choices and product decision that follows.

Book a 30-minute fit call.