Startups whose product is the AI feature
Generative AI Solutions
We build products where a language model does real work: reading documents, drafting messages, classifying, deciding, acting. Every AI feature ships with an evaluation set, limits and an audit trail, because a model that guesses is a liability in production.
What you get
What the engagement delivers.
- LLM Integration
- Custom AI Models
- Automation
- Data Analytics
LLM integration with the right model for each job and automatic fallback between providers
Document and data pipelines with OCR, extraction and structured output
Agents and workflows that take actions inside your systems, with approval where it matters
Evaluation sets built from real cases, so quality is measured rather than assumed
Cost controls, usage metering and credit systems for AI features you charge for
Who it's for
Companies adding AI to a product customers already use
Teams with a demo that needs to become a dependable system
Process
Fourphases,runthesamewayeverytime.
The same methodology every venture in the studio runs on, from thesis to market.
- 01
Illuminate
Vision and market truthWe pressure-test the thesis before a line of code exists — market, wedge, buyer, and the uncomfortable question nobody has asked yet.
- 02
Architect
Roadmap and foundationWe design the technical and commercial foundation: stack, data model, unit economics, and the sequence that gets to proof fastest.
- 03
Forge
Build and iterateA permanent studio team ships the product in tight cycles. Shared infrastructure means you inherit years of groundwork on day one.
- 04
Ascend
Launch and scaleWe take you to market, support the raise, and stay on the cap table — aligned with the outcome rather than the invoice.
Work
Where we've done this before.
Every client→Also on the bench
AI Consulting
Strategy and hands-on guidance for putting AI to work: where models fit, build-or-buy calls, data readiness and a roadmap your team can ship.
Read moreSoftware Development
Full-stack web applications, APIs, and enterprise software using modern technologies.
Read moreBusiness Intelligence & Analytics
Transform your data into actionable insights with custom dashboards and analytics.
Read more
Questions we actually get asked.
Not sure whether generative ai solutions is what you need? Ask us directly; we'll tell you if it isn't.
Anthropic, OpenAI and Google models, plus open-weight models where data or cost requires it. We choose per task and build so a model can be swapped without rewriting the product.
Tell us what you're building.
A 30-minute call or the founder questionnaire is enough for us to come back with a written scope and price.



