The lab

Curiosity,
put to work.

Small tools, useful experiments, and ideas taking shape. Start with something you can use right now.

Try the brief builder
One working experimentThree products to explore · Five projects taking shapeAlways a work in progress.

From a question to something you can use

Small moments.
Real products.

Three different problems.
Try a small example of each.

Tollgate / Private beta

Usage has a cost.
Give it an owner.

For teams building AI products: connect usage to a customer, set pricing, and prepare monthly charges as Stripe draft invoices.

Try an illustrative $10 usage record. The example shows percentage markup only; it doesn’t connect to a provider or Stripe.

Explore Tollgate
Sample usage recordIllustration
Raw model cost$10.00
Illustrative charge$14.00

Adjust the markup to see the charge change.

A customer call becomes a billable record.

WatchWise Kids / Early access

Before play.
A closer look.

For parents choosing a YouTube video: a first-pass screen of its title, channel, and thumbnail, with reasons to look more closely.

These invented examples demonstrate an explanation, not a safety verdict. The live screener does not watch the whole video.

Explore WatchWise Kids
Before they press playInvented examples
What the sample suggests

A garden story

The title describes a clear topic and the thumbnail has few competing elements. That is a starting point for a parent’s review, not proof of what happens in the video.

An explanation, before a decision.

Hisabo / Android closed beta

A month planned.
One less thing.

For households that already plan on paper: list expenses, mark bills as paid, and carry recurring items into the next month.

Tap a sample bill to mark it paid. Move to the next month to see recurring items return. This example resets when you leave the page.

Explore Hisabo
This monthSample expenses

A little more
peace of mind.

Still to pay₹23,000

A sample list. No bank connection.

The notebook habit, without rewriting the notebook.

Try it here · No account needed

A better starting point
for your next prompt.

Give your AI tool a clearer brief.
Edit, copy, and take it with you.

The brief builder

A rough idea → a useful starting point.

A guided template, not an AI response. Your text stays in this browser.

Your clearer brief Ready to use
Act as a thoughtful product partner.

GOAL
Help new users get to their first useful moment in our app.

AUDIENCE
Busy founders trying the product for the first time.

CONSTRAINTS
A small team and two weeks to ship.

DELIVER
1. Restate the problem in one sentence.
2. List assumptions and questions before proposing solutions.
3. Suggest three approaches and explain their trade-offs.
4. Recommend the smallest useful next step.
5. Define how we would know it worked.

Do not invent facts or results. Flag what needs validation.

On the workbench

Useful tools.
Ideas in progress.

Explore Tollgate, WatchWise Kids, and Hisabo.
For the other projects, ask me what’s next.

Live · Private beta

AI usage & billing

Tollgate

For teams building AI products: track each customer’s usage, set your pricing, and prepare monthly charges as draft invoices in Stripe.

Explore Tollgate
Live · Early access

YouTube & parenting

WatchWise Kids

For parents choosing what to play next: get a first-pass check of a YouTube video’s title, channel, and thumbnail, with clear reasons to take a closer look.

Explore WatchWise Kids
Android · Closed beta

Monthly expense planning

Hisabo

For households that plan spending in a notebook: list monthly expenses on your phone, mark bills as paid, and carry recurring costs into next month.

Explore Hisabo
Demo not published

AI workflow

MCP Server for PM Workflow

An experiment for product managers: connect an AI assistant to product documents, metrics, and roadmaps so it can work with the context your team already has.

Ask about this project
Demo not published

Teams & assessment

PersonaAI

An experiment for teams to understand how they work together, using AI-assisted assessments to explore working styles and team dynamics.

Ask about this project
Demo not published

Prompts & efficiency

Promptik.app

An experiment for people who use AI every day: make prompts clearer and shorter, with the aim of reducing unnecessary processing cost.

Ask about this project
Demo not published

Planning & execution

Program Management Platform

A project for program leads to see what depends on what, coordinate teams, and keep work moving across projects.

Ask about this project
Demo not published

Operations

Runbook Automator

A project for operations teams to turn recurring tasks into repeatable workflows, with progress tracking and human review.

Ask about this project

Something on your mind?

Let’s find the useful
part of your idea.

I’m interested in real problems, thoughtful experiments, and people who like making things.

Talk about a project