Compounding Engine Workstream

Why this workstream exists

Most AI projects stall because teams lack a common filter. Ideas pile up, pilots multiply, and executives wonder where the ROI is. The Compounding Engine Workstream replaces that noise with a ranked portfolio of compounding engines tied to real KPIs and unique leverage you control.

Who gets value

• Leaders who must prove measurable AI impact
• Teams with valuable but under-utilized data or workflow assets
• Organizations buried in pilot ideas that need a trusted decision framework

What you receive

• A master-class on the five-gear Compounding Engine framework, applied to your own challenges
• A custom Inspiration Deck featuring cases matched to your industry and business goals
• A Portfolio Map plotting every viable engine by impact and build complexity so choices are obvious
• Two-page briefs for the highest-value engines, each covering KPI pain, leverage asset, 10X target, frictionless UX sketch, loop outline, and complexity score
• A Capability and Gap Heat Map that highlights data, talent, and compliance gaps and shows where overlapping assets create synergy
• A Board-Ready Decision Deck with ten concise slides that your CEO and CFO can approve without rewrites

How the three-week flow works

Week 1
• Complete a 30-minute online intake and upload strategy decks, KPI sheets, and asset inventories
• Automated discovery agents scan KPIs, data catalogs, and workflow logs to surface pain points and leverage

Week 2
• Half-day virtual or on-site session delivers the framework master-class and inspiration deck
• Guided prompts generate engine ideas that our scoring agents test against impact and complexity

Week 3
• Two-hour executive huddle reviews the Portfolio Map and agrees on gaps, owners, and budgets
• You receive the decision deck and engine briefs, ready for funding approval

Total client time is about seven hours. Everything else runs asynchronously.