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PH1 core capbility
YEARS EXPERIENCE
10+ years
TYPICAL CLIENT
Product Director, Marketing Director, Agency
NECESSARY TIMELINE
Less than 2 months
BUDGET NECESSARY
Up to $25,000
Our POV
Shipping isn’t progress if you can’t prove outcomes improved. In AI-era products, regressions can hide behind nicer outputs or new features. PH1 compares releases using consistent measures tied to real tasks, trust, and adoption signals. You see what changed, what improved, what regressed, and what to fix next—before backslides show up as churn or support cost.
What We Do
We define release success measures tied to real outcomes, then compare performance before and after a release across the tasks and behaviors that drive adoption. We identify improvements, regressions, and tradeoffs, isolate likely causes, and produce a prioritized set of actions and validation steps so the team can decide what to keep, refine, or roll back with confidence.
What We Deliver
Release comparison summary (improvements vs regressions)
Ranked issues and opportunities tied to outcomes
Likely drivers and recommended actions
Re-test plan for the next iteration
When This is Essential
Performance feels volatile after releases
Stakeholders disagree whether a release “worked”
Adoption/support shifts without clear cause
You need proof for leadership decisions
Combine With These Services
AI Performance Scorecard + Benchmarks — Ensures every release is judged against the same yardstick.
Usability Testing & UX Research — Confirms proposed fixes improve real task completion.
AI Failure Pattern Mapping + Ranking — Focuses on regressions most likely to harm adoption and trust.
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Submissions