Research & Validation
Build on evidence, not assumptions
AI-powered user research and validation testing. Get clarity in days, not weeks.
01 // The problem
Building blind gets expensive fast
Assumptions stack up.
Every feature built on gut feel is a bet. Some pay off. Most don't. The cost compounds with every sprint.
Users change faster than roadmaps.
What worked six months ago might not land today. Markets shift, needs evolve, competitors move.
Validation takes too long.
Traditional research methods eat weeks. By the time insights arrive, the decision window has closed.
Research doesn't reach the team.
Insights trapped in slide decks don't change behavior. The gap between learning and building stays wide.
02 // The Solution
AI-powered research framework
Discovery
Interviews
Analysis
Synthesis
Direction
Insights
Clarity on What to Build
User Interviews
AI-conducted interviews at scale. Participants recruited automatically, conversations run asynchronously, insights extracted in hours instead of weeks.
Synthesis
Raw interview data transformed into patterns and themes. AI handles the heavy lifting. I add the strategic interpretation that makes findings actionable.
Insights
Clear answers to your research questions. For user research, that's what to build and why. For validation, that's what's working and what needs to change.
04 // What's included
What you walk away with
Two engagement types, one methodology
User research before you build. Validation testing after you prototype. Each scoped separately based on where you are in the process.
Everything delivered in formats your team already uses. No new tools required.
05 // How it works
From kickoff to clarity
1 week from kickoff to delivery
Day 1-2
Align on research questions and success criteria. Define participant profiles. Configure AI interviews and launch recruitment.
Day 3-4
AI conducts user interviews asynchronously. Participants engage on their schedule. Insights start surfacing immediately.
Day 5-6
Interview data synthesized into patterns. Opportunities identified and validated against your business context.
Day 7
Final report delivered with recommendations. Walkthrough session to align your team on next steps.
Daily check-ins. No surprises.
06 // Pricing
Fixed pricing, scoped by engagement
Flat Pricing Model
scoped after discovery call
Research and validation are each priced as flat-rate engagements. No hourly billing, no scope creep. A short discovery call determines which engagement type you need.
Engagement type: User research vs. validation testing
Scope: Single feature vs. full product discovery
Payment is 50% upfront, 50% on delivery.
Made with
♥
in New York