Growth Architecture Framework (GAF): GAF for Enterprise AI Tool Portfolio
Using GAF to evaluate and reorganize an enterprise's AI tool portfolio by mapping every tool to a growth phase.
How to Apply
List every AI tool in the growth stack with its annual cost and primary function.
Tag each tool: Attract, Engage, Acquire, or Maintain. Some tools span phases — assign to primary phase.
Calculate tool count and spend per phase. Identify overlapping tools within the same phase.
Eliminate overlapping tools in over-served phases. Invest in under-served phases.
Expected Outcomes
- ✓ $1M+ annual savings from tool consolidation
- ✓ Improved cross-phase data flow
- ✓ Clearer ownership and accountability per phase
Real-World Examples
Common Pitfalls
Ehsan's Insight
Large organizations accumulate AI tools the same way they accumulate SaaS subscriptions: one team buys a tool, another team buys a similar one, nobody maps the portfolio holistically. I ran a GAF mapping exercise for a company with 47 AI growth tools. The visual was embarrassing: 31 dots clustered in the Attract column, 3 lonely dots in Maintain. Twelve of those Attract tools had 70%+ feature overlap. The teams buying them had never talked to each other. We cut to 19 tools, saved $1.2M, and the growth team actually performed better because data was flowing through fewer, better-integrated systems. The GAF map took 2 hours to create. The savings took 2 months to realize. That is a good ROI on a whiteboard exercise.
Ehsan Jahandarpour
AI Growth Strategist & Fractional CMO
Forbes Top 20 Growth Hacker · TEDx Speaker · 716 Academic Citations · Ex-Microsoft · CMO at FirstWave (ASX:FCT) · Forbes Communications Council