The Product Judgement Lab: Forecast Your Product Before the Market Grades It

Viveck P Kumar

CPO · ex-Amazon, Intuit, PayPal

Senior product leaders are paid for judgement. Few can prove theirs is improving

You are expected to make consequential bets before the evidence is complete. You weigh data, challenge assumptions, debate trade-offs. But outcomes arrive months later with execution, timing and luck tangled together. The result gets measured. The quality of the original judgement rarely does.

Product sense is a story. Product judgement is a track record.

The course turns judgement into a feedback loop. Value Architecture sharpens what you see: the assumptions behind why customers will adopt, stay and pay, and where that value is most likely to break. Then you write down what you believe will happen, how confident you are, and by when. That is all a forecast is. When reality answers, your calls are scored, and you see exactly what you overestimated, what you missed, and how to make the next call better.

AI raises the stakes. Building is becoming fast and cheap, so there will be more bets, made faster. When any team can ship, the advantage shifts from building faster to choosing better. Execution is becoming abundant. Judgement is becoming the constraint.

You leave with the loop, and your first honest measure of how often your confident calls come true.

What you’ll learn

Product judgement improves one way: make your reasoning visible, put a number on it, test it against reality, and get more calls right.

  • Read the evidence customers leave behind: the workarounds they build, the pain that returns, and what holds them where they are

  • Score how much a problem is worth building on, and recognise when the honest answer is stop

  • Separate the deep reason customers keep showing up from what merely has to go right in each session

  • Name, in one sentence, the real reason your customers have not reached the outcome they want

  • Pressure-test it: if you cannot imagine a rival explanation, you are holding the industry's assumption, not a judgement

  • Design each job: the outcome worth staying for, the proof that creates belief, the cost you remove, the value that compounds

  • Find your weakest promise and the classic failure pattern it matches, before the market names it for you

  • Base rates, updating, calibration: the superforecasting method, applied to product bets

  • Write forecasts you can be scored on: the metric, the deadline, the confidence, and what would prove you wrong

  • An experiment without a prior prediction produces an outcome, not evidence

  • Every miss is examined to find what actually broke: the thesis, the evidence, execution, timing, or an assumption you failed to update.

  • Build a private library of what you overestimate and underestimate, sharpening with every scored bet

  • A one-page falsifiable read on your product, ready for the room where the bet gets decided

  • The Product Judgement Test toolkit: a forecasting ledger and calibration dashboard you will use for every bet after the Lab

Learn directly from Viveck

Viveck P Kumar

Viveck P Kumar

20 years building products at Amazon, Intuit, PayPal, PropertyGuru. Now a CPO.

Amazon
Amazon
PayPal
Intuit
PropertyGuru
See all products from The Product Judgement Lab

Who this course is for

  • Founders. Your product bets can change the company's trajectory. Price your conviction honestly before the market does.

  • CPOs, VPs, Heads of Product. You own a portfolio of bets and a room that expects you to be right. Take home a discipline your team inherits.

  • Product Directors, senior product leaders with decision rights. You own bets, not backlogs, and have live product decisions in front of you.

Prerequisites

  • A live product with real decisions in front of you

    The Lab runs on your actual bets. Your Brief and forecasts are built on your product, not case studies.

  • Decision rights over product bets

    You will log real forecasts and defend them. That only works if the bets are yours to make.

  • Comfort being wrong on the record

    A scored ledger rewards honesty, not bravado.

What's included

Viveck P Kumar

Live sessions

Learn directly from Viveck P Kumar in a real-time, interactive format.

Two quarterly scored reviews, included

In February and April, reality answers. You see which calls you got right, which you got wrong, and why, so next quarter's decisions are sharper than this quarter's. Judgement is only measurable over time. This is where it becomes real.

Your Value Architecture Brief

One falsifiable page on your product: where its value stands, which promise breaks first, and the one repair that matters. Built during the intensive, ready for the room where the bet gets decided.

Three live forecasts, on the record

Probabilities, horizons, disconfirming evidence, logged on your real bets before you ship. Positions, not exercises.

A cohort of ten, by application

The room is the product: ten product leaders working on live products with real candor, under mutual confidentiality. Some applications are declined.

The Product Judgement Test toolkit

The forecast ledger and calibration dashboard: log bets, update on the record, watch your calibration curve form. Yours to keep for every bet after the Lab.

Lifetime access to all materials

Every instrument stays with you: the one-page canvas, the full workbook, the Brief template, and the case library.

Maven Guarantee

Your purchase is backed by the Maven Guarantee.

Course syllabus

Week 1

Nov 14—Nov 15

    Nov

    14

    Early Join

    Sat 11/1412:45 PM—1:00 PM (UTC)

    Nov

    14

    Class 1: The Four Jobs, Customer Evidence, Problem Intensity, The Condition

    Sat 11/141:00 PM—5:30 PM (UTC)

    Nov

    15

    Early join

    Sun 11/1512:45 PM—1:00 PM (UTC)

    Nov

    15

    Class 2: Lock-in, The Road vs. the Destination, Segmentation, The Hidden Bet

    Sun 11/151:00 PM—5:30 PM (UTC)

Week 2

Nov 16—Nov 22

    Nov

    17

    Forecast in the Wild

    Tue 11/172:00 PM—4:00 PM (UTC)

    Nov

    19

    Q&A with Viveck (Optional)

    Thu 11/192:00 PM—4:00 PM (UTC)

    Nov

    21

    Early join

    Sat 11/2112:45 PM—1:00 PM (UTC)

    Nov

    21

    Class 3: The Destination, The Belief Moment, Removing the Switching Cost

    Sat 11/211:00 PM—5:30 PM (UTC)

    Nov

    22

    Early join

    Sun 11/2212:45 PM—1:00 PM (UTC)

    Nov

    22

    Class 4: What Compounds, Stage and Vision, Your Weakest Promise

    Sun 11/221:00 PM—5:30 PM (UTC)

Free resources

Schedule

Live sessions

8-12 hrs / week

The intensive three weeks 3 weekends and 3 evenings across 3 weeks, 14 Nov to 5 Dec, with a drafting week built in. Timed for the Americas (morning) and India (evening), plus optional Q&A sessions. Then two 2-hour scored reviews, Feb and April, as your forecasts resolve. Weekend classes run 6:30 PM India, 9:00 AM New York, 6:00 AM San Francisco.

    • Sat, Nov 14

      12:45 PM—1:00 PM (UTC)

    • Sat, Nov 14

      1:00 PM—5:30 PM (UTC)

    • Sun, Nov 15

      12:45 PM—1:00 PM (UTC)

Your forecast ledger

1 hr / week

Between reviews you maintain the positions you logged: update when evidence arrives, on the record, never silently. This is the habit the Lab installs.

Refer a Product Leader

Know a founder, CPO, or product leader making high-stakes bets on instinct? Send them this. The Lab is for leaders whose judgement is about to be graded by the market anyway.

Eighteen months of honest scoring

Illustrative ledger, questions redacted. Error falls 0.34 to 0.10 as confidence meets reality.

How judgement actually improves

Diagnose, forecast, score, sharpen. The Lab builds this loop into every product decision.

Frequently asked questions

What happens inside the Lab

The Lab exists because I audited myself: twenty logged bets, 90% confidence, a 30% hit rate on high-novelty calls. Here is what you will do about yours.

  1. Bring a live decision your product is facing.

  2. Expose the hidden thesis underneath it.

  3. Defend your forecast before ten senior peers.

  4. Lock your probability before the outcome is known.

  5. Return when reality resolves it.

  6. Diagnose what broke, and sharpen the next call.

Not sure yet?

Not sure the Lab is the right room for your bet? Book a 15-minute fit call.

Application only. Limited seats.

This is not a course you enroll in; it is a room you are admitted to. Every seat belongs to a leader with a live product, real decision rights, and the nerve to put a number on what they believe. Some applications are declined.

What product leaders say about the approach

Most product courses teach you frameworks. This is the first one I've seen that grades you. Putting senior leaders' forecasts on the record and scoring them against reality is overdue.
Philipp, Chief Product Officer, Grab.

Viveck is one of the most rigorous product thinkers I know. He was doing the unglamorous work : writing down his calls and checking them, long before turning it into a course.
Naveen, Chief Product Officer, Moneysmart

Every product org measures outcomes obsessively and measures judgement never. A structured way to close that gap for senior leaders is exactly what's been missing.
Ajay Datta, Head of Product, LinkedIn

As AI makes shipping cheap, the scarce skill is deciding what deserves to be built. A course that trains and scores that decision is aimed at the right decade.
Ravi Mehta, ex CPO, Tinder

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$4,000

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Nov 14Apr 25
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