Case Study

Intake form in,
full brief out.

Turns a client intake form into a structured creative brief in minutes: audience, tone, competitive context, design directions. Replaces a full discovery session.

Status Live · Internal
Client JQ Internal
Category Creative Brief Automation
Built 2026
At a glance

What is AI Brief Generator?

The AI Brief Generator is an internal tool that takes a short client intake form (10-15 questions) and produces a full structured creative brief: target audience analysis, brand tone recommendation, competitive context, visual direction suggestions, and a project scope summary. Built on the Claude API with 12 years of branding experience encoded in the prompt. Replaces most of the traditional discovery session.

The Problem

What was broken.

The traditional creative brief process runs a fixed script: send a discovery questionnaire, wait a week for the client to fill it in half-heartedly, book a 90-minute discovery call to pull the real answers out of them, then spend another 2-3 hours writing a structured brief document. For small branding projects this is more work than the design itself.

The questionnaire is the biggest waste. Clients do not know how to describe their own audience, their tone, or their competitive positioning. They give vague answers like "professional but friendly" and "our audience is everyone who needs [product]". The discovery call exists almost entirely to translate those vague answers into something actionable.

The goal was to turn a 10-question intake form plus a 30-minute call into a full structured brief without the 3-hour writeup at the end. Not a shortcut on quality, but a shortcut on the typing.

The Approach

What was built.

The system takes two inputs: the completed intake form answers (submitted via a simple web form) and optionally a transcript or notes from a short discovery call. It runs both through a Claude prompt that has 12 years of branding experience encoded into it: how to read between the lines on audience descriptions, how to translate vague tone words into concrete attributes, how to interpret competitive references.

Claude produces a structured brief with fixed sections: project context, audience analysis (with inferred personas), tone and voice recommendations, competitive landscape summary, initial visual direction, scope and deliverables, and a risks/questions section flagging anything that needs human follow-up.

The brief is not the final word. It is a first draft that saves 80% of the typing. A human reviews it, edits, and sends it to the client. The client gets a structured document within 24 hours of the discovery call instead of waiting a week.

How It Works

Architecture in plain English.

01
Intake form
A web form (10-15 questions) captures the basics: business, product, competitors, audience, goals, budget, timeline. Takes the client 15 minutes.
02
Optional call notes
After a 30-minute discovery call, the project lead pastes rough notes or a transcript into the tool. Not required but improves brief quality.
03
Claude synthesis
A structured Claude prompt reads both inputs and produces the full brief document against a fixed section template. Uses Claude Sonnet 4.6 for the reasoning quality.
04
Human edit
A designer reviews the draft, tightens the language, adds anything the AI missed, and finalises. Usually 30 minutes of edits instead of 3 hours of typing.
05
Export + send
The finalised brief exports as a branded PDF and a shareable document ready to send to the client or attach to the contract.
Try It

See it in action.

Sample brief generator

This is a sample. The live system uses a detailed intake form and optional call notes.

Stack

Built with.

Python / PHP Claude API Claude Sonnet 4.6 HTML form Structured prompt PDF export
Outcomes

What changed.

3h → 30m writeup time
24h brief delivered post-call
80% typing eliminated
12+ years brand experience in prompt

The interesting part of this system is not the automation. It is that writing the Claude prompt forced a clearer articulation of what "good brief thinking" actually looks like, step by step, in a way that made the whole team better at writing briefs by hand too. Building the prompt was itself the most valuable part.

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