Know what’s
worth
building.
We help business owners and creators decide where to grow, test what customers will pay for, and build AI products around what they know.
Explore our focus
Build on
what you know.
You know which questions keep coming back, which shortcuts actually work, and what your customers struggle to do. That experience is the starting point for a product someone will find useful.
For creators, that can mean turning a repeatable piece of advice into a paid tool or service. For business owners, it can mean packaging a proven way of working into something more people can use.
in San Francisco.
What we
focus on.
Strategic decisions, useful AI products, and the systems that make a business work better.
Make the next decision
with a clearer view.
We examine markets, positioning, and new offers through the customer, alternatives, and business model. The work turns a consequential question into a clear recommendation.
- A focused market and customer review
- Options, trade-offs, and a recommendation
- A decision brief with the next step laid out
Give your expertise
a product of its own.
Turn a recurring audience need into a paid tool or service, with AI doing a specific job. We shape the offer, design and build a focused first version, and test it with prospective customers.
- Product definition and pricing assumptions
- A working first version with quality checks
- A plan to reach and learn from the first buyers
Make room for the work
that needs you.
Improve a recurring piece of work, from research and content preparation to customer follow-up. We decide where AI helps, connect the tools, and make the review points clear.
- A map of the workflow and its bottlenecks
- A working system with human review where needed
- Documentation and a practical handover
We test the business
behind the idea.
We want to know why someone would buy it, keep using it, and recommend it. These questions guide the scope of the first version.
FOUR QUESTIONS THAT SHAPE THE WORK01 / DEMANDWhat will someone pay to solve?
Start with a recurring task, costly delay, or question people already seek help with. We test a specific offer with the people who would use it.
Willingness to commit time, money, or a real workflow.
02 / YOUR ADVANTAGEWhat makes your version valuable?
Your point of view, specialist knowledge, trusted audience, or access to a workflow can shape the product. We identify which advantages the customer will actually experience.
A reason to choose your product when alternatives exist.
03 / REACHWhere will the first customers come from?
Work backwards from a reachable group of buyers. For creators, that may mean validating an offer with one part of an existing audience before building for everyone.
A credible way to reach and learn from the first buyers.
04 / ECONOMICS & QUALITYDoes the product hold up in use?
Look at pricing alongside model costs, support, and human review. Define where AI can act, where someone checks the result, and what happens when it gets something wrong.
An offer that can be delivered reliably at a price that works.
How the
work happens.
Our work starts with the customer, the opportunity, and the constraints. Those shape whether the useful next step is a focused piece of advice, a product, or a better system.
Understand the question
Your audience, ambition, and constraints.
Agree the scope
The work, timing, fee, and handover.
Work through it together
Clear decisions and regular reviews.
How does domain expertise shape the work?
Knowledge of the audience and its recurring problems informs the offer. We turn that expertise into product decisions, with clear explanations of the technical choices along the way.
Does every engagement include a build?
No. Research or strategy can stand on its own. A recommendation may be to build, change direction, or stop.
How are scope and ownership handled?
Before work begins, we agree on deliverables, timing, fees, and ownership of the work. For a build, the scope also covers the files, accounts, documentation, and support included in handover.
Focused on
the work.
The studio is currently closed to new engagements.