AI productainlpdeveloper

AI intent specification

Develop tooling to help AI agents precisely define user intents before taking action.

Why now

As AI agents handle more complex tasks, they need better ways to clarify ambiguous requests.

Who for
AI agent developers
Business model
Enterprise integrations
Effort
A few months

Current AI assistants often misinterpret vague requests, leading to wasted actions. Precise intent specification could prevent this.

Build a compiler that analyzes user inputs and generates structured intent descriptions before execution. Should support clarification dialogs when needed.

Sell to AI companies looking to reduce errors in their agent systems. Enterprise contracts for custom integrations.

Start with an open-source core that handles common intent patterns.

Risk: Major platforms may see this as core functionality they'll build themselves.

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AI intent specification — Ideas