All work
Internal BuildBlue Pixel Software

Structured AI intake that turns a conversation into confirmed requirements

Guided questions, not a blank text box, with a person in control of what is submitted.

Context

Blue Pixel’s own site, when it offered small, fixed-scope software projects. The intake was built for that model and archived before launch.

The problem

For a small business, a full requirements-gathering engagement can cost more than the software is worth. Either the client overpays up front, or the scope is guessed at and both sides lose.

Constraints

  • Requirements had to come back as clean, structured data, not free text to interpret.
  • Visitors range from technical to non-technical, so explanations had to adapt.
  • The AI could not submit anything on a visitor’s behalf.

Approach

An AI-guided intake that collects requirements through a chat, but a structured one. Instead of a blank text box, it offers set choices: pick one, pick several, enter a number, confirm a summary, so answers come back as clean data. It gauges how technical the visitor is and adjusts how much it explains, and it cannot submit on its own: the AI proposes a summary, and the visitor’s click confirms it.

Key engineering decisions

  • Set choices, not free text

    Each answer is a defined choice, number, or confirmation, so the output is data a scope can be built from rather than prose to interpret.

  • The visitor submits

    The AI can propose a summary, but only the visitor’s own confirmation submits it.

  • Explanations that adapt

    How much the intake explains depends on how technical the visitor is, so it neither lectures an engineer nor loses a business owner.

What it demonstrates

How an AI conversation can turn a loosely described need into structured requirements the visitor has reviewed and confirmed, adapting to who it is talking to. The confirmed summary gives both sides a clear, agreed starting point for the scope.

Technologies

  • Nuxt / Vue
  • Akka.NET
  • Eventuous
  • Anthropic Claude
  • Structured tools

Related expertise

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