AI ROI Playbook EP. 4: ACT. Everyone's Acting on AI. The Question Is Based on What.
Series finale of SEE → MEASURE → DECIDE → ACT. This is not about Jack Dorsey. Not about Anthropic vs. the Pentagon. Not about DeepSeek V4. But everyone is acting on AI - workforce bets, geo bets, market bets. The question is: acting based on what? The real work happens with a framework. This episode: three frameworks to bridge the gap where 42% of AI initiatives die (S&P Global). 1. The CFO conversation (operational economics, counterfactual, scaling math, 90-day gates) 2. The cloning playbook (5-element success DNA: 70-80% vs 30%) 3. The operating rhythm (monthly/quarterly/annual cadences) From 100+ deployments: the organizations that win aren't making the biggest bets. They're the ones who know what they're betting on. - TIMESTAMPS: 0:00 - What this video is NOT (Block, Anthropic, DeepSeek) 1:00 - Everyone is acting. Based on what? 1:45 - 56% of CEOs report zero AI ROI 2:10 - SEE. MEASURE. DECIDE. ACT. Series recap 2:35 - Three frameworks. Let's go. 2:45 - The CFO Conversation: the Block problem 3:15 - Step 1: Lead with operational economics 3:35 - Step 2: Show the counterfactual 4:00 - Step 3: Scaling math with conservative assumptions 4:20 - Step 4: 90-day measurable gates 4:40 - Block: if they're measuring, they'll be fine. If not... 5:00 - The Cloning Playbook: 5-element success DNA 5:25 - 70-80% vs 30% - where scaling efforts die 5:40 - Adjacent workflows, not identical ones 6:00 - Measurement from day one. The cycle repeats. 6:15 - The compound effect: 6 weeks → 4 → 3 → capability 6:35 - The Operating Rhythm: monthly, quarterly, annually 6:45 - Monthly: portfolio review, catch drift pilots 7:00 - Quarterly: CFO update in operational economics 7:20 - Annually: strategy reset, go back to SEE 7:35 - 2-3 in production vs 8-12 with a repeatable model 7:45 - The full framework: SEE. MEASURE. DECIDE. ACT. 8:10 - The framework is yours. Go use it. - FULL SERIES: → EP 1: SEE - https://youtu.be/C9SUeEqixvA → EP 2: MEASURE - https://youtu.be/3JQfnYUsREY] → EP 3: DECIDE - https://youtu.be/36yvAy4mPVs → EP 4: ACT - (THIS VIDEO) - 📄 Full 4-Phase Playbook: DM "PLAYBOOK" on LinkedIn 📊 Top 50 Agentic AI Metrics: DM "METRICS" on LinkedIn 🎯 Interactive Playbook (Gamma): [LINK] - KEY STATS: → PwC: 56% of CEOs report zero financial return from AI (4,454 CEOs, 95 countries) → S&P Global: 42% abandoned most AI initiatives before production → Gartner: $2.52T global AI spend projected 2026 → Deloitte: ~80% haven't redesigned a single role for AI → KPMG: $124M projected AI spend per org, 65% cite complexity as top barrier - ABOUT: 100+ enterprise AI deployments. Building Olakai at AI Fund (Andrew Ng) - enterprise AI analytics for agentic and assistive AI ROI. - 🔗 linkedin.com/in/paulbrzozowski 🌐 olakai.ai | futureofagentic.com | futureofassistive.com 🎙️ Podcast: Enterprise AI Unlocked 📧 paul@olakai.ai - #EnterpriseAI #AgenticAI #AssistiveAI #AIROI #AIAnalytics #AIMeasurement #AIGovernance #GenAI #AIStrategy #ShadowAI #AIDeployment #AITransformation #CFO #DigitalTransformation #AIAgents #CoPilot #AIAdoption #AIAccountability #FutureOfWork #AIMetrics #Olakai #MrAIROI #AIFUND
