Case study / Anonymized
From an idea,
to a usable document.
From a prompt request to a browser-based AI document assistant: contextual questions, saved progress and a completed document in the required format.
Problem / Approach / Delivery
What we understood and built
Help people explain their ideas, then produce the document they need.
A client asked us to write a prompt for AI-assisted document preparation. Their users had ideas but struggled with a complex form that required additional specialist knowledge. We proposed a meeting and asked questions to understand the underlying need.
A browser was all users needed.
A prompt alone could not provide the back-and-forth the task needed. Users might not have access to an LLM service, either. We proposed and built a web service that handled AI access on the server and kept the context throughout the conversation.
When a user did not know an answer, follow-up questions helped narrow it down. They could pause, return later and download the completed document in the required format. We delivered a pilot close to a finished product so the client could judge the approach by using it.
The client and identifying details have been withheld.
Your work
A starting point for your problem
Tell us what people struggle with.
The right solution depends on the work. We first check whether existing tools or a small automation are sufficient, then agree on a useful scope. You bring the domain knowledge and verify the result.
How we decide scope and cost ↗A useful first conversation
Show us
where you got stuck.
New to AI, tried it and got stuck, or unsure how to improve your work? Start with what you know. We can explore a useful next step in a free phone conversation of around 30 minutes.
Ask about a free 30-minute call