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June 10, 2025

Stop Random AI Experiments: Unlock True Value with Strategic Prioritization

Proof of Work — Episode 097
Why Most AI Spending Never Reaches the P&L
Jimmy Bijlani, AI Momentum Partners
00:00
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Dive deep with AI strategist Juan Alfageme as he shares critical insights on successfully developing and scaling AI strategies within enterprises. Learn how to assess AI maturity, establish strong data governance, and identify genuine AI opportunities using a structured prioritization matrix. Drawing from his impactful experiences at a major Spanish bank, Juan provides actionable strategies to avoid common pitfalls and effectively scale AI initiatives.

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Chapters:
00:00 Introduction to AI Strategy and Impact
01:21 Assessing AI Maturity and Readiness
03:24 Data Preparation for AI Implementation
06:35 Identifying Real AI Opportunities
08:10 Prioritization Matrix for Use Cases
13:47 Structuring AI Strategy Engagements
18:09 Developing Use Cases and MVPs
21:32 Scaling AI Solutions and Infrastructure
25:55 Cost Considerations in AI Projects
29:40 Outcomes of AI Engagements
31:26 Building an Agnostic AI Architecture
34:22 Build vs. Buy Decisions in AI
36:24 Common Mistakes in AI Scaling

chapters
19 marks
00:00
Introduction to AI Strategy and Impact
01:21
Assessing AI Maturity and Readiness
03:24
Data Preparation for AI Implementation
06:35
Identifying Real AI Opportunities
08:10
Prioritization Matrix for Use Cases
13:47
Structuring AI Strategy Engagements
18:09
Developing Use Cases and MVPs
21:32
Scaling AI Solutions and Infrastructure
25:55
Cost Considerations in AI Projects
29:40
Outcomes of AI Engagements
31:26
Building an Agnostic AI Architecture
34:22
Build vs. Buy Decisions in AI
36:24
Common Mistakes in AI Scaling
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