14 posts
How to build an enterprise AI strategy, where to start, and why most strategies are never executed? A layer-by-layer guide that turns vision into a measurable roadmap.
The value of agentic AI is not in intelligence but in managing autonomy with discipline. A five-level autonomy ladder, ROI-vs-risk balance, human-in-the-loop thresholds, and a CTO/CDO evaluation framework.
MIT NANDA: 95% of enterprise AI pilots produce no P&L impact. ROI measurement shifts from productivity to revenue. A value-first framework for CTOs/CDOs.
Pilots not reaching production? A field guide to why and how to build an AI CoE, agentic workforce governance, and the KVKK/talent/budget dimension in Turkey.
Employees are already pasting company data into unsanctioned AI tools. Why banning fails, a governance-first approach, and the KVKK generative-AI workplace guideline.
MIT NANDA: 95% of pilots produce no P&L return, 73% have no success definition. A recipe for CTOs/CDOs to escape the traps and build a culture of measurement.
95% of enterprise GenAI pilots fail; the cause is strategy, not the model. A CTO ROI framework with baselines and integration. The successful 5% see a median 188% ROI.
As agents reach production the real risk is governance. I build the agent inventory, traceability, permission limits and accountability framework from a CTO/CDO lens.
MIT: 95% of pilots deliver no measurable P&L. The three layers that carry agent pilots to production: measurement, infrastructure, strategy. A governance framework for CTOs/CDOs.
MIT's finding is blunt: 95% of pilots deliver no measurable return. The problem is integration, not models. A pilot-to-value framework for CDO/CTO.
As Agentforce, Copilot Studio and Gemini Enterprise scale, an agent operating model, orchestration and governance framework for CTOs/CDOs.
Only 11-14% of pilots reach production. A concrete playbook to close the infra, compliance and operations gaps and ship agentic AI.
98% of organizations use unsanctioned AI. Bans don't solve it; enablement does. A guide to bringing shadow AI into the light, the build/buy/assemble decision, and aligning with KVKK/EU AI Act.
Over 80% of employees use unapproved AI tools, yet only 37% of firms have a policy. How to govern shadow AI without killing innovation.