AI Form Generator
How we transformed a slow form-building experience into an instant AI-powered workflow — allowing users to create editable forms from a simple prompt.
Client
ReallyBrief
Focus
AI Product & Workflow Design
Result
99% faster form creation
The Context
Most form builders still require users to manually create questions, configure logic, and learn a new interface before collecting data.
For survey builders and intake platforms, this creates friction.
Users already know what they want. They don't want to spend time building forms field by field. They want to describe the outcome and move immediately into collecting responses.
What created friction
Manual question-by-question setup
Logic and structure configured by hand
A learning curve before users can create value
Slow time between idea and usable form
ReallyBrief was designed to remove that friction.
The Goal
The objective wasn't simply to add AI. The goal was to redesign how forms are created.
Remove the learning curve
Reduce setup time dramatically
Let users create forms through natural language
Generate structured forms instantly
Preserve editability and platform flexibility
The system needed to feel invisible.
Our Approach
We built a workflow where the product translates intent into structure instantly.
Prompt-Based Form Creation
Users describe what they want in plain language, and the system generates the first working draft automatically.
Example prompt
“Create a customer onboarding form for a real estate company.”
AI-to-Data Model Translation
The AI output is converted into structured JSON that maps directly into ReallyBrief's internal schema, making the result editable inside the builder.
System flow
Behind the scenes
Natural-language prompt input
No manual setup required.
Structured AI output
Questions, field types, labels, and sections generated automatically.
Data-model mapping
JSON translated into application-readable structure.
Editable result
Generated forms remain flexible for adjustments.
The Impact
99%
Faster form creation
90%+
Manual setup removed
Seconds
Time to first usable form
Lower
Learning curve before users create value
Users no longer needed to learn the builder before creating value. The workflow shifted from construction to refinement.
The Shift
Before
Manual form creation
After
Prompt-driven form generation
ReallyBrief transformed form creation from a technical task into a natural interaction. Instead of learning software, users simply describe what they need, and the system builds the first draft instantly.
Work with us
Ready to turn product friction into a seamless workflow?
We design AI-native product experiences that help users get value faster.