Included work covers product architecture designed around model behavior and latency, full-stack build from zero to launch-ready, prompt and context architecture as a first-class part of the product, cost-aware model selection for your usage pattern, and launch support and post-launch iteration.

How long does this usually take?

This is a full build. The usual range is 8 to 14 weeks. Data access, a wider scope, or findings during discovery can move it. We flag a timeline change as soon as we see it, with the reason.

Are the examples on this page documented client results?

No. They are illustrative examples. The company in each one is anonymized, and the figures are not a documented client result. Each card links to the full write-up.

AI-Native Web and SaaS Apps

AI-Native Web and SaaS Apps is a full build, usually 8 to 14 weeks, for a new product where AI is the core of what it does, not a feature added later. Architecture, data model, and interface are designed around the model from day one, including prompt design, cost-aware model choice, and launch support.

Full buildUsually 8 to 14 weeks

Included

Product architecture designed around model behavior and latency
Full-stack build from zero to launch-ready
Prompt and context architecture as a first-class part of the product
Cost-aware model selection for your usage pattern
Launch support and post-launch iteration

11 wk A natural-language analytics product, built AI-native from zero from our workZero to launch 42% An onboarding copilot cut new-account support tickets by 42% from our workFewer support tickets 68% An AI-native proposal builder cut RFP drafting time by 68% from our workLess drafting time

AI-Native Web and SaaS Apps

Included

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