Cascade

AI-native strategy-to-execution platform with a working prototype

An AI platform with a working prototype that takes organizational strategy and breaks it down into fully contextualized, engineer-ready work items using LLM reasoning. Authored the PRD, made every product trade-off, and manage delivery through Claude Code. The core insight came from 25 years watching the same planning chain break the same way at every company.

Highlights

• •Working prototype — not a concept, a functioning AI decomposition engine
• •Confidence scoring so the system knows what it doesn't know — low-confidence outputs flagged for human review
• •Task executability classification: agent-executable, hybrid, or human-required
• •Workforce intelligence giving executives strategy-linked staffing projections
• •BYOL/BYOA — customers bring their own LLM and agents, preserving data sovereignty
• •Built end-to-end with Claude Code — business plan, PRD, architecture, technical build plan, pitch deck, and working prototype all produced using agentic AI engineering