Case Studies

How you can actually use Patty in the wild.

With Patty, turn your vague ideas into precise execution without adding more meetings to your calendar.

Solo builder shipping an MVP alongside a full-time job

Wants to turn a messy backlog of ideas, voice notes, and half-finished Notion pages into a realistic roadmap that fits limited weekly time.

Patty ingests raw thoughts (voice notes, braindumps, and screenshots) and converts them into structured user stories and sprints that respect real-life constraints like job hours and energy. Instead of rewriting plans every week, the user maintains a living plan that automatically adjusts scope and priorities as new ideas or blockers appear.

Impact: Cut weekly planning time from 4 hours to 40 minutes while shipping a stable MVP in 8 weeks.

Early-stage product team trying to align across functions

Needs to keep engineering, sales, and founders aligned on what is shipping next and why, without spending hours in recurring planning calls.

Patty connects scattered context from docs, call notes, and Slack into a single prioritized view of upcoming work. Planning sessions start with proposed sprints, trade-offs, and risks already laid out, so teams focus on making decisions instead of reconstructing context.

Impact: Created a shared, living roadmap that the whole team trusts and updates in real time.

Distributed engineering team that needs reliable specs

Wants specs, edge cases, and acceptance criteria to stay accurate across time zones without constant manual editing.

Patty turns rough PRDs, Loom recordings, and comments into clean, versioned specs that adapt as decisions change. When new questions or edge cases appear, updating Patty once propagates changes into the spec, test cases, and acceptance criteria so the whole team shares the same, current source of truth.

Impact: Replaced scattered docs with one AI‑maintained source of truth for specs and edge cases.

Consultant or agency managing multiple client roadmaps

Handles several clients at once and needs to maintain clear scopes, timelines, and trade-offs per client without losing track.

Patty maintains a dedicated workspace per client that holds goals, constraints, and active initiatives. When a client asks for a new timeline or feature, Patty reconciles the request with current commitments and produces updated plans, risks, and options that can be shared back in plain language.

Impact: Keeps 5+ client roadmaps, scopes, and timelines organized without dropping a single ball.

Side-project builder trying not to abandon ideas halfway

Has lots of half-started projects and wants a simple way to scope, sequence, and actually finish a few of them.

Patty helps users define who a project is for, what outcome matters, and how much time is realistically available. It proposes a cut-down, shippable scope with milestones and suggests what to drop or postpone when life gets busy, so projects move from “cool idea” to “actually shipped.”

Impact: Turned scattered side ideas into 3 shipped projects with clear scopes and deadlines.