AI Product Requirements Document Template

A comprehensive framework for defining, documenting, and aligning teams around AI product requirements and success criteria.

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What's Inside the AI PRD Template

Our AI PRD template goes beyond traditional product requirements by addressing the unique aspects of AI development.

Executive Summary

Concise overview of the AI feature, its business objectives, and unique value proposition.

Problem Statement & User Needs

Clear articulation of the problem being solved and how AI addresses specific user needs.

Data Requirements

Detailed specifications for training, testing, and production data needs, including quality metrics.

Technical Approach

Description of recommended AI models, techniques, and implementation strategy.

Success Metrics & KPIs

Measurable outcomes to evaluate the AI feature's performance and business impact.

Risk Assessment

Identification of potential technical, ethical, and business risks with mitigation strategies.

Why Use Our AI PRD Template

AI-Specific Considerations

  • Includes data requirements often overlooked in traditional PRDs
  • Addresses model explainability and performance expectations
  • Incorporates ethical AI considerations and risk assessment

Better Team Alignment

  • Creates shared understanding between technical and business teams
  • Sets clear expectations for model performance and limitations
  • Provides structure for cross-functional collaboration

How to Use This Template

  1. 1

    Download and Customize

    Start by downloading the template and customizing it to fit your specific AI project needs. Feel free to add or remove sections as necessary.

  2. 2

    Collaborate with Stakeholders

    Work with data scientists, engineers, and business stakeholders to fill out each section, ensuring all perspectives are captured.

  3. 3

    Iterate and Refine

    As your understanding of the AI project evolves, continue to refine the PRD to reflect new insights and requirements.

  4. 4

    Use as a Living Document

    Unlike traditional software, AI systems evolve with more data and feedback. Treat this PRD as a living document that grows with your AI product.

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HTML format with editable sections. Compatible with all major word processors.

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