Real-World Product Lifecycle Simulation
TripoAI

This project was built to reflect the depth of thinking required to lead AI strategy across creative, technical, and governance contexts. Each phase includes detailed deliverables tied to real use cases, practical risk assessment, and applied decision-making. Because of the depth of the work, and because it draws directly from my own experience, I’ve chosen not to publish all materials publicly. These materials represent a structured approach to product development that was built to demonstrate clarity, consistency, and practical value. Full deliverables are available on request for those who want to engage more deeply with the process behind the work.

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Conceive Phase

Market Requirements Document (MRD)
Competitive Landscape / SWOT
Initial Success Metrics
Preliminary Business Case









Plan Phase

Product Requirements Document (PRD)
Development Plan / Technical Architecture
Model Evaluation & Readiness Criteria
Data & Labeling Strategy
Risk & Mitigation Plan
Success Metrics (Expanded KPIs/OKRs)
Release Plan (v1.0 to v1.5)
Resource & Team Plan
Launch Support Plan
Ethical AI & Governance Guidelines
Use of Foundation Models

Develop Phase

Final MVP Feature Freeze Summary
Sprint Planning and Execution Tracker
Engineering Handoff Packet
QA and Usability Testing Plan
Annotated Prompt Library for Testing
Model Performance Debugging Brief
UX/UI QA Feedback Loop
Internal Feature QA Sign-Off Sheet
Model Versioning and Rollout Strategy
Alpha/Beta Testing Results Dashboard

Qualify Phase

Final QA Validation Summary
Model Behavior Report (Version-Specific)
End-to-End Workflow Test Report
Security and Privacy Checklist
Accessibility & Inclusivity Review
Pre-Launch Risk Assessment
Go/No-Go Decision Document






Launch Phase

Launch Timeline & Milestone Tracker
Launch Comms Plan (Internal & External)
Release Notes (User-Facing)
Community Engagement Plan
Customer Support & Issue Escalation Plan
Early Metrics & Launch KPIs Dashboard
Day 30 Launch Retrospective Planning Doc
AIRTABLE EXAMPLE
NOTION EXAMPLE

Deliver Phase

Feature Impact Review (v1.0)
Model Tuning & Output Quality Summary
User Behavior Insights Report
Post-Launch Risk Follow-Up Tracker
Support & Feedback Patterns Analysis
Growth Opportunities Brainstorm (v1.5 Kickoff)
Roadmap Adjustment Summary (Post-Launch Reprioritization)