AI Automation Builder
Turning a vague automation request into a structured workflow
A tool that turns a plain-language business process into a structured automation: services, triggers, actions, field mappings and example payloads. Designed to behave more like a small automation consultant than a generic chatbot.
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My role
Independent product designer and engineer
I created the concept, user interface, application logic and AI workflow-generation approach.
Product intent
The interface should feel like a small automation consultation rather than a generic chatbot. A user describes something such as “when X happens, do Y”, and the application returns a structured workflow that can be understood and inspected.
What I built
- Product concept and user interface
- Application logic
- AI workflow-generation approach
- Structured workflow model and predictable rendering
Main technical challenge
Generate a consistent structured workflow model rather than a prose answer. The output needs services, triggers, actions, mappings and example payloads that the user interface can render predictably.
Current product
The structured workflow builder is available as a live demo.
Lessons learned
- Structured AI outputs
- Prompt and product design
- Workflow modelling
- Converting vague natural-language intent into technical structure
- Creating a useful AI interface without defaulting to generic chat UI