01
User interview synthesis
Plan conducts and synthesizes user interviews at scale, surfacing recurring themes, unmet needs, and hidden assumptions that manual note-taking misses.
Releezy Plan
Coming SoonBuild the right thing, the first time.
Releezy Plan is the discovery agent for PMs and POs who need to understand the problem space before a single line of code is written. Real user signal, synthesized into decisions you can trust.
The most expensive mistake in software is building the wrong thing well. Releezy Plan works upstream of the build — interviewing users, mapping the opportunity landscape, and grounding every product decision in evidence.
Discovery with the same honesty as the rest of the suite.
Releezy Plan gives PMs and POs a structured agent for the problem space. Not a chatbot — a disciplined discovery process that surfaces patterns from real user signal and feeds them into the Releezy measurement loop.
02
Opportunity landscape mapping
From raw signal to structured opportunity map. Plan organizes user pain into clusters your team can prioritize — grounded in frequency and impact, not in who spoke loudest in the last meeting.
03
Problem statement validation
Before a PRD exists, Plan stress-tests the problem framing. It challenges assumptions, surfaces counter-evidence, and helps you arrive at a sharper definition of the problem worth solving.
04
Competitive context
Plan researches how the market is currently solving (or failing to solve) the problem. Understanding competitive gaps is part of understanding whether the opportunity is real.
The scoreboard does not matter if you are solving the wrong problem.
Guardian measures how well your team builds. Plan ensures what you build is worth measuring. The two work together — upstream clarity feeding downstream quality, in a feedback loop that is honest at every step.
Agentic AI failure rate
40%+
Gartner projects that more than 40% of agentic AI projects will be canceled by 2027 due to escalating costs, unclear ROI, and inadequate governance. The failures are not technical — they are upstream of the build.
Gartner, 2025
Orgs on industrial-age models
89%
89% of organizations still operate with industrial-age, handoff-based org structures optimized for predictable production work — the kind AI absorbs fastest. Discovery is harder, more human, and more consequential than ever.
McKinsey & Company, The Organization of the Future, 2025
Where Releezy Plan fits in your workflow.
Plan is designed for the moments before the roadmap locks — when the most important decisions are still fluid and the cost of being wrong is highest.
Before writing a PRD
Run Plan to validate the problem framing and confirm you have enough user signal to write a good document. Arrive at the PRD stage with structured evidence, not assumptions.
Before sprint planning
Use Plan to surface which problems from your backlog are backed by the strongest real-world signal. Stop building from gut feel and internal pressure.
Before a roadmap review
Plan synthesizes recent user feedback against existing roadmap items so you walk into the review knowing what has shifted in the problem landscape since the last cycle.
Before an investment in a new surface
When considering a new product area, Plan maps the competitive context and user pain so leadership conversations start from evidence, not pitch decks.
Direction of Adaptation
Plan's outputs are measured by the same ruler as everything else.
Releezy Plan follows the same foundational principle as the rest of the suite: Guardian does not soften its standard to make Plan look good. If the problem statements Plan produces lead to features that underperform the human baseline in Guardian's measurement, Plan adapts. The feedback loop runs end to end — from discovery to delivery, measured honestly. This is how trust is built with data, not with promises.
Part of a complete feedback loop.
Releezy Suite
Meet every product.
Releezy Guardian
The scoreboard.
Discover the truth about who writes and who reviews code on your team — human or AI. No guessing. No surprises on your next deploy.
Open GuardianReleezy Loop
The governed harness.
Picture your senior engineers back to architecture, while AI agents handle the repetitive work — under governance, audit, and spend control.
Open LoopReleezy Reviewer
The customized code reviewer.
A code reviewer that already knows your project rules — measured shoulder to shoulder with your humans from the first comment.
Open ReviewerReleezy Plan
The discovery agent.
First, the right problem. Then, the code. The discovery agent joins when the other three prove their worth with paying customers.
Open Plan Coming Soon
Get early access to Releezy Plan.
Join the early access list and be among the first teams to work with a discovery agent that feeds directly into Guardian's honest feedback loop.