Phase 01

Analyze AI-Assisted Requirements & Research

AI-assisted requirements gathering, research synthesis, feasibility analysis, and stakeholder alignment. Surface insights before you write a single line of code.

What is the Analyze Phase?

The Analyze phase is the foundation of any successful project. Before design, before code, before anything else - you need to understand what you're building and why.

Traditionally, this phase involved countless meetings, manual document reviews, and trying to synthesize information from disparate sources. AI transforms this by acting as a tireless research assistant that can process vast amounts of information quickly.

In the Analyze phase, AI helps you:

  • Extract requirements from stakeholder conversations and documents
  • Synthesize research across multiple sources
  • Identify gaps and potential risks early
  • Generate clarifying questions you might have missed
  • Create structured analysis documents

Quick Reference

AI Role

Research Assistant

Key Output

Requirements docs, analysis reports

Tools

Claude, ChatGPT, Perplexity

Next: Ideate Phase

Key Activities

Requirements Extraction

Feed AI transcripts of stakeholder meetings, emails, and existing documents. AI identifies explicit requirements, implicit needs, and potential conflicts.

Example Prompt: "Extract all requirements from this meeting transcript, categorize by priority, and flag any conflicting statements."

Research Synthesis

AI processes technical documentation, competitor analysis, and market research to provide summarized insights relevant to your project.

Example Prompt: "Summarize the key differences between these three authentication approaches and recommend which fits our security requirements."

Risk Identification

AI identifies potential risks, dependencies, and blockers based on requirements and technical constraints.

Example Prompt: "Based on these requirements and our current tech stack, what are the top 5 technical risks we should address?"

Gap Analysis

AI identifies what's missing from requirements, what questions need answering, and what assumptions need validation.

Example Prompt: "Review these requirements and list all questions we need to ask stakeholders before we can begin design."

Example Workflow

1

Gather Raw Input

Collect meeting transcripts, emails, existing documentation, and stakeholder notes.

2

AI Processing

Feed documents to AI with prompts to extract requirements, identify risks, and generate questions.

3

Human Review

Review AI output, validate accuracy, and add domain knowledge AI may have missed.

4

Stakeholder Validation

Present synthesized requirements back to stakeholders for confirmation and refinement.

Move to Ideate

With validated requirements, proceed to the Ideate phase for architecture and design.

Next: Ideate Phase