Websites & web apps

Botler AI Assistant

Our in-house lab project: the AI assistant on the Flowstate Works site, where we prove prompt-engineering and retrieval patterns before they ship in client work

Problem

Trying out new prompt-engineering, context-management, and retrieval techniques directly on client projects is risky — we needed a low-stakes, production-like environment to prove each approach before it ships in client work.

Solution

A conversational AI assistant embedded on this site — our in-house lab project for testing prompt engineering and retrieval patterns that later shipped in client work.

Result

Lab → client

patterns proven before they ship

Technologies used

JavaScript

How we solved it

A walk through the approach — the pieces involved, how they fit together, and where a person stays in the loop. As a PDF in your inbox.

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