AI product strategy
Turn a promising idea into a clear product hypothesis, technical plan, and focused first release.
Turn the hard part of your AI idea into a real product.
Neural Work partners with startup founders on the strategy, product design, and engineering required to ship AI people can trust and use.
A small senior team · Worldwide · From first prototype to production
One partner from first question to first users.
Choose the starting point that matches where you are. We bring product judgment and hands-on AI engineering to every engagement.
Prototype sprint
Test the riskiest workflow with a working prototype, user feedback, and a confident next step.
Product build
Design and ship the production AI system: interfaces, retrieval, agents, integrations, and observability.
Advice grounded in things we have actually shipped.
We build our own independent products alongside select client work. That keeps our recommendations practical, our scope honest, and our attention on the user.
Product thinking
We start with the user problem and the smallest useful release—not an impressive model demo.
UX and systems together
AI behavior, interface states, data, and architecture are designed as one experience.
Durable handoff
You get a product your team can understand, operate, and keep improving after launch.
Our own products are our proof of work.
A selection of tools we have designed, built, and released across web, mobile, and browser extensions.
WritedPrivate, local-first Markdown journaling.ReadHerePrivate PDF and EPUB reading in the browser.ApplyHereMinimal applicant tracking for small teams.TapBaseOffline-first no-code database for mobile.Offline File ConverterPrivate, browser-based file conversion.QuickGCalGoogle Calendar in any browser tab.
From uncertainty to something users can try.
Share context
Tell us what you are building, who it is for, and what feels uncertain.
Choose the first bet
We define the smallest useful scope and the evidence it needs to produce.
Build together
Fast feedback loops across product decisions, UX, and implementation.
Ship with clarity
Launch a durable first version with a plan for learning and iteration.
Good projects start with good questions.
Do you work with founders who only have an idea?
Yes. We can start with a focused strategy or prototype sprint to test the idea before a full build.
Can you work with an existing product team?
Yes. We can join as a focused product-and-engineering partner or fill a specific AI capability gap.
What kinds of AI systems do you build?
We work on AI product experiences, retrieval-augmented generation, agents, structured workflows, and integrations where they solve a real user problem.
Have an AI product worth exploring?
Send a short project brief through Tally and we will come back with a useful first response.
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