ScubaGPT — Product Showcase

Canonical showcase document: ITI/products/scuba-gpt/SHOWCASE.md This file is a pointer. The authoritative, maintained showcase for ScubaGPT lives in the product directory: /Users/username/Cursor/ITI/products/scuba-gpt/SHOWCASE.md All edits should be made there. This file exists to preserve the path in the marketing sell-sheets directory for discoverability.

Quick reference — what the canonical contains

• Section 0 — Pre-population audit (files examined, methodology)
• Section 1 — Product overview (name, what it is, differentiators, platform)
• Section 2 — User needs and problem statement
• Section 3 — Market context and competitive landscape (12 competitors analyzed)
• Section 4 — Requirements framing (decisions, constraints, design rationale)
• Section 5 — Knowledge system architecture (6-layer RAG, 22-script pipeline, 12,487 Pinecone vectors)
• Section 6 — Build methodology (5 phases from Jan 2026 to current)
• Section 7 — AI tools and techniques (Claude, Vision, Pinecone, Tavily, tool use)
• Section 8 — Version history (v1.0.0–v1.5.0 with full changelog)
• Section 9 — Product artifacts (design, docs, data)
• Section 10 — Product ideation story (origin, market assessment, core bet)
• Section 11 — Lessons and next steps
• Section 12 — Validation checklist
• Addendum — April 2026 competitive landscape, parity gaps closed, honest assessment, portfolio context

Last updated: April 19, 2026