AI d_AI_ta POINTS

AI d_AI_ta POINTS

Home
Notes
LinkedIn
Archive
About

data

Graph Engineering Powered by Data Products Builds an AI Operating System.
The durable enterprise advantage in AI will not be the prompt or even the model. It will be the governed system that connects trusted data…
 • Matt Brooks
The AI Autonomy Trap: Why Your Digital Workers are Stuck in Pilot Purgatory
Moving AI Agents from Rules-Based Tasks to Superhuman Judgment Requires Context Graphs, NOW
 • Matt Brooks
Bad Data Quality: Everyone Has the Same Complaint and They All Mean Something Different
Why every “bad data” complaint lands in a different root cause — and how to build a Trusted Data Environment anyway.
 • Matt Brooks
Knowledge Graphs are the control plane for Agentic AI
Why agentic systems fail without deterministic semantic mapping
 • Matt Brooks
You Don’t Own the Data — You’re Borrowing It: Why Customer Trust Defines the Future of AI
In the AI era, data stewardship isn’t a technical chore. It’s a moral and strategic obligation. Businesses must stop saying they own the data. They…
 • Matt Brooks
Data Hubs, Not Dashboards: Building the Pipes for AI‑First Businesses
The “boring” plumbing decides whether your AI exponentially scales…or spectacularly fails.
 • Matt Brooks
AI Isn’t Coming for Your Job—It’s Coming for Your Workflow
Digital Workers or Human Workers, your systems need to be strong to ensure inputs and outputs can be trusted!
 • Matt Brooks
Metadata, Data Fabric, and an Intelligent Data Catalog - the CORE of your Trusted Data Environment
Why metadata‑driven architectures are the missing link between today’s data silos and tomorrow’s agentic AI workforce.
 • Matt Brooks
Getting to true, AI Ready Data
It isn't just about your data infrastructure—It's about your culture towards collaboration and analytics
 • Matt Brooks
You can't have scalable AI Ready Data w/o taking Step 1
Enterprises need to re-focus on building a Trusted Data Environment, something that was historically deprioritized and now has the ultimate business…
 • Matt Brooks
Data Warehouses, Lakes, and Ecosystems...Oh My!
An oldie but goodie look at data ecosystems and how interaction between them is still key
 • Matt Brooks
The Hidden Costs of Metrics
Your teams are wasting hours of time for no reason!
 • Matt Brooks
© 2026 Matt Brooks · Privacy ∙ Terms ∙ Collection notice
Start your SubstackGet the app
Substack is the home for great culture