AI-Ready Means Data-Ready

AI-Ready Means Data-Ready

20 January, 2026 · Thomas Nys
Shadow data productivity cost - hidden hours lost to ungoverned spreadsheets

Shadow Data Costs Your Team 8-9 Hours/Week

7 January, 2026 · Thomas Nys
Shadow IT governance risk - citizen development hidden costs for data teams

Citizen Development Creates Enterprise Debt

27 December, 2025 · Thomas Nys
Customer data fragmentation - governance gaps when 47 systems disagree

When Your Customer Data Lives in 47 Places

24 December, 2025 · Thomas Nys
Data governance design principles - building compliance into architecture

Effective governance is built in, not bolted on

5 November, 2025 · Thomas Nys
Decision-making architecture - designing governance into system design

You can't design great systems without designing how deci...

29 October, 2025 · Thomas Nys
AI governance visibility gap - tracking deployed tools across the organization

Most teams can't even list the AI tools they've deployed.

27 September, 2025 · Thomas Nys
AI foundation requirements - poor architecture blocks AI success at scale

AI doesn't kill architecture. Bad architecture kills AI

17 September, 2025 · Thomas Nys