Blog
Why Your Business Context Shouldn't Live Inside an AI Model
LLMs know the world, not your business. Why fine-tuning, RAG, and bigger prompts can't define business meaning, and why it belongs in a governed semantic layer.
•Piet Loubser
Resources
Explore blogs, demos, datasheets, whitepapers, and more to learn how Codd AI transforms your data into insights
Blog
The AI Build Paradox: It's Never Been Easier to Build Software, or Harder to Justify Building It
AI makes building software easier than ever, yet enterprises keep buying AI apps. A practical framework for deciding which AI capabilities you should own.
•Piet Loubser
Blog
Your Business Knowledge Is Everywhere. That's a Problem for Enterprise AI.
Your definitions of revenue, bookings, and active customers live in databases, BI reports, documents, and people's heads. Why capturing them is AI's hard part.
•Piet Loubser
Blog
AI Governance Isn't Broken. It's Incomplete.
AI governance platforms decide what AI is allowed to do. Shared, governed business context decides whether it does the right thing. Here is the missing piece.
•Piet Loubser
Blog
Building Trusted Enterprise AI: A Blueprint for CDOs and CDAIOs
An architectural blueprint for Chief Data and AI Officers who need every copilot, agent, and AI application to reason from the same trusted business context.
•Piet Loubser
Blog
From Dashboards to Decisions: Why the Next Generation of Analytics Is About Automating Human Expertise
The next generation of enterprise analytics captures and automates trusted expert reasoning, moving teams from reading dashboards to making decisions faster.
•Piet Loubser
Blog
What Is Contextual Analytics? A Practical Guide
What is contextual analytics? A practical guide to how it works, how it differs from embedded and conversational analytics, and why AI needs business context.
•Ravindra Punuru
Blog
Beyond Business Metrics: Teaching Your Semantic Layer New Skills
How a certified, AI-generated semantic layer becomes a reusable engine for business intelligence, data quality checks, and autonomous enterprise AI agents.
•Piet Loubser
Blog
The AI Model Will Change. Your Business Context Shouldn't.
LLMs, copilots, and agent frameworks will keep changing. Why enterprise AI needs context portability so certified business meaning survives every model swap.
•Piet Loubser