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What Executives Get Wrong About AI Transformation (And How to Fix It)

What Executives Get Wrong About AI Transformation (And How to Fix It)

DEC 22, 2025 / AI LEADERS

Stop funding AI pilots that never ship. Learn an executive roadmap to choose the right use cases, build trust, and operationalize GenAI across core workflows.

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How to Accelerate Safe Launches with AI for Product Management

How to Accelerate Safe Launches with AI for Product Management

DEC 21, 2025 / AI LEADERS

Lead AI for Product Management with a practical playbook. Write focused PRDs, set measurable offline evaluations, and run safe A/B tests that accelerate delivery and protect trust.

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How to implement zero-trust security for AI. Isolation and egress

How to implement zero-trust security for AI. Isolation and egress

DEC 20, 2025 / AI LEADERS

Implement zero-trust security for production AI with sandboxed agents, strict egress allowlists, and hardened identity paths. Shrink blast radius, prevent data exfiltration, and prove ROI with auditable controls.

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Make AI Decisions Traceable: Version Objectives, KPIs, Constraints

Make AI Decisions Traceable: Version Objectives, KPIs, Constraints

DEC 19, 2025 / AI LEADERS

Get a practical framework to version objectives, align constraints, and log KPIs, so every AI decision has a verifiable audit trail, faster audits, and lower compliance risk.

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How to Test, Validate, and Monitor AI Systems

How to Test, Validate, and Monitor AI Systems

DEC 07, 2025 / AI LEADERS

Learn how to evaluate and harden your AI systems using proven industry methods. Get a clear, repeatable approach to testing and monitoring AI at scale.

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Evaluating LLMs: A Breakdown of the Most Useful Benchmarks

Evaluating LLMs: A Breakdown of the Most Useful Benchmarks

DEC 05, 2025 / AI LEADERS

Cut through benchmark hype. Learn which LLM benchmarks matter, avoid contamination, and build an evaluation suite aligned to business outcomes.

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MLOps: How to Deploy, Monitor, and Scale Models in Production

MLOps: How to Deploy, Monitor, and Scale Models in Production

DEC 04, 2025 / AI LEADERS

Build reliable, governed MLOps pipelines that deploy faster, monitor drift automatically, scale models in production, plus LLM-specific practices for 2025.

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What is Responsible AI, and why it matters for businesses today?

What is Responsible AI, and why it matters for businesses today?

DEC 03, 2025 / AI LEADERS

Turn Responsible AI principles into ROI. Assign owners, choose frameworks, meet EU AI Act requirements, and deploy auditable workflows fast.

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How to Define and Execute an AI Strategy for Measurable ROI at Scale

How to Define and Execute an AI Strategy for Measurable ROI at Scale

DEC 02, 2025 / AI LEADERS

Design an AI strategy that delivers ROI. Prioritize use cases, assess data readiness, set governance and KPIs, execute pilots confidently.

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Enterprise AI Agents: How to Build a Minimal, Auditable Pattern

Enterprise AI Agents: How to Build a Minimal, Auditable Pattern

DEC 01, 2025 / AI LEADERS

Launch enterprise AI agents safely using a minimal, governed pattern: tool whitelisting, control-plane approvals, cost budgets, and signed audit logs.

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Paco Awissi

HEY, I'M PACO

I'm a GenAI Engineering Lead who builds AI systems that solve real problems. I’m passionate about using GenAI to its fullest and helping others do the same - so they can build, deploy, and lead with confidence in the GenAI era.

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About The GenAI Revolution

GenAI is the greatest opportunity of our lifetime. This site is built for people who want to take action and get results. Whether you're a professional boosting productivity with AI tools, a developer building powerful systems, or a manager leading AI initiatives, you'll find clear, step-by-step guidance here. No hype. No scattered tips. Just practical systems, real-world examples, and the direction you need to unlock your productivity and career with GenAI.

Disclaimer: The views, thoughts, and opinions expressed in this blog are solely my own and do not reflect those of my employer, its affiliates, or any of its employees. This blog is written and maintained on a personal basis, entirely separate from my professional role. The content provided here is for informational purposes only and should not be construed as financial advice or an endorsement of any particular investment or investment strategy. This blog is my personal space where I share what I've learned as a way to structure and critique my thoughts—because, as the saying goes, the best way to learn something is to teach it.

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