The GovernAI

Insights on AI Governance, Advanced Analytics,
and Responsible AI Adoption

Practical frameworks and real-world lessons for teams moving from AI experimentation to production

About

I'm Louiza Boujida, an AI & Advanced Analytics Solution Architect based in Montréal.

With a degree in computer science from University of Montreal and 24 years of experience in data & AI, I design governance frameworks that help organizations adopt AI safely, responsibly, and at scale.

I specialize in AI and advanced analytics across leading platforms—including Azure AI Foundry, Gemini, Snowflake, Hex, Atlan, Power BI, Fabric, and Copilot Agents—bridging business strategy with technical execution to deliver secure, measurable value.

Through The GovernAI, I share practical playbooks, architectures, and lessons learned to help teams move from experimentation to production with confidence.

24 years in data & AI

Published on Medium & Towards AI

Computer Science from University of Montreal

Latest from the Blog

Practical insights on AI governance, advanced analytics, and responsible AI implementation

The 5 Operational Disciplines That Keep AI Agents From Going Rogue

How a framework of daily practices bridges the gap between governance theory and production reality for agentic AI systems.

Beyond LangGraph and CrewAI: The Lost Art of Governing AI Agents

Exploring the governance challenges unique to AI agents and how to keep them aligned with organizational values.

Augmentation vs Automation: Why Your AI-Everywhere Strategy Is Killing Productivity

Understanding when to augment human capabilities versus when to fully automate processes with AI.

99% of Jobs Gone: A Critical Look at Yampolskiy's Viral AI Prediction

Analyzing the viral prediction about AI's impact on employment and what the data really tells us.

How Generative AI Will Change Data Analysis Forever: From SQL to Natural Language

The shift from code-first to conversation-first analytics and what it means for data teams.

Generation Alpha + AI: What Happens When Kids Grow Up With Algorithms

Exploring how the first generation raised alongside AI will shape the future of human-AI interaction.

AI in Manufacturing: Inside the Smart Factories of Industry 4.0

How artificial intelligence is transforming manufacturing processes and creating the smart factories of tomorrow.

The Unspoken Dimensions of Artificial Intelligence

Exploring the philosophical, ethical, and societal dimensions of AI that often go unaddressed in technical discussions.

Topics I Cover

AI Governance Frameworks

Practical approaches to responsible AI adoption, risk management, and compliance that enable innovation rather than block it.

Advanced Analytics Platforms

Deep dives into Snowflake, Hex, Power BI Fabric, and modern data stacks—architecture, governance, and real-world implementation insights.

GenAI Adoption Strategies

From POC to production-scale deployment: adoption pathways, change management, and lessons learned from enterprise rollouts.

Communities of Practice

Building AI literacy across organizations through structured knowledge sharing, workshops, and collaborative learning.

Tutorials & How-To Guides

Practical, step-by-step guides to help you navigate AI governance, machine learning, analytics platforms, and GenAI selection with confidence.

How to Get Started with Machine Learning

A beginner-friendly roadmap from fundamentals to your first production model.

Why AI Governance is Critical (Not Optional)

Understanding why governance enables innovation rather than blocking it.

Analytics Platforms: Match Your Needs to the Right Tool

Navigate Snowflake, Databricks, Fabric, and more with a decision framework.

Choosing GenAI Models: Benchmark, Compare, Decide

Navigate GPT, Claude, Gemini, Llama and more with a practical selection framework.

Let's Connect

Questions about AI Governance or any comment? Reach out—I'd love to hear from you.