Framework
The Value Architecture
Six pillars of AI-powered value creation, mapped to the canonical PE decomposition. Every play maps to one of these pillars, from top-line revenue through to inorganic growth.
AI-Powered Pricing OptimizationProven
3-7% margin expansion within o...Intelligent Pipeline GenerationProven
454% ROI over 3 years; 2x ACV,...Sales Coaching & Deal IntelligenceProven
16-34% win rate improvement (p...Product-Led Growth AccelerationEmerging
Estimated 20-40% NRR improveme...AI-Driven Market ExpansionEmerging
New revenue stream — 10-25% in...Autonomous Revenue SystemsFrontier
Potentially transformative but...AI-Powered Churn PreventionProven
Fast-growing companies with st...Real-Time Competitive IntelligenceEmerging
Up to 10% win rate improvement...