Frame the decision
Turn scattered research, stakeholder input, and constraints into a focused brief with a testable next move.
Product strategy · UX · Development
Turn product
Turn product
uncertainty
into a decision
your team can
ship.
A Vancouver product studio run by one product manager and a roster of AI specialists. We turn research into strategy, prototypes, and accountable releases, using AI for speed and human judgment for every decision that matters.
6+ yrs retail tech & SaaS7 products, end to end3 platforms in production0 compliance misses in production
A clear way through
Less theatre. More decision-making.
We work in the order that reduces risk: understand the problem, make the right thing tangible, then ship with a clear record of what is (and is not) proven.
Make it real early
Prototype the experience, pressure-test the requirements, and expose the decisions that should not wait for build.
Ship with evidence
Build the smallest credible release, measure it, and document the trade-offs so the next decision starts informed.
The evidence
Numbers a skeptic can check
Every figure below traces to a case study you can read, question, and hold against us.
Selected work
Built, measured, documented
Three of six. The full set, including the honest unresolved parts, lives on the work page.
In production · Workforce scheduler
ShiftFlow PRO
Union rules, hour guarantees, and statutory holidays enforced by deterministic code. The AI drafts; the compliance layer never guesses.
Read case study →
In production · Forensic audits
Scrutas
23 audit modules behind a two-stage, consent-based authorization model.
Read case study →
Validated concept · Rental trust
Dwell
A portable rental reputation for the 1.2M newcomers credit bureaus can't see.
Read case study →
Plus three more
Council of AIs · Squint · PavIQ
Council of AIs (open-source, in production), pitch generation, and road intelligence. Screenshots, stats, and go/no-go calls included.
All six on the work page →The roster
Six gurus. One human with the keys.
Each guru is brilliant in one lane. The human decides which problems matter, and signs everything that leaves the building.
01
Discovery & requirements
The Discovery Guru
Turns scattered interviews, assumptions, and operational constraints into a clear problem worth solving, and a next decision the team can stand behind.
The human decides: which problem is worth solving in the first place.
The fine print, in large type, on purpose
ProductGurus is one human, Abhay Kumar, working with a roster of AI specialists. Nothing on this site is for sale. The seven products here are proof of one thing: that a single product manager with the right system can take an idea from research to production. The gurus draft, analyze, and build; the human interrogates, edits, and approves. When something goes out with our name on it, a person stood behind it.
Let's build something
worth shipping.
Hiring for a product role in Vancouver, or curious how one PM ships with a roster of AI specialists? Say hello. The case studies are the resume; the human answers the messages.