FractionalDataArchitect
Book a discovery call

Ai

184 posts filed under Ai.

Apr 29, 2026 Uncategorized

Most data catalogs go stale within a quarter. The teams that prevent it do one t

Most data catalogs go stale within a quarter. The teams that prevent it do one thing before procurement.

Read →
Apr 28, 2026 Uncategorized

Choosing between 3 data platforms? Stop comparing demos. Here's the radar chart

Choosing between 3 data platforms? Stop comparing demos. Here's the radar chart that makes it objective.

Read →
Apr 27, 2026 Uncategorized

Your data platform has 15 incidents per month. Is that normal or a crisis? Here'

Your data platform has 15 incidents per month. Is that normal or a crisis? Here's the benchmark.

Read →
Apr 26, 2026 Uncategorized

This company piloted Data Mesh with 2 domains in 6 months. Here's what worked (a

This company piloted Data Mesh with 2 domains in 6 months. Here's what worked (and what didn't).

Read →
Apr 24, 2026 Uncategorized

Your architecture decision has been stuck for 8 weeks. DACI resolves it in 3. He

Your architecture decision has been stuck for 8 weeks. DACI resolves it in 3. Here's how.

Read →
Apr 23, 2026 Uncategorized

AI is writing data quality tests now. That's not replacing you-it's multiplying

AI is generating data quality tests now. Not replacing you. Multiplying what you can realistically cover.

Read →
Apr 19, 2026 Organizational Dynamics

The Hybrid Governance Rollout: From Bottleneck to Balance in 12 Weeks

Every governance rebuild I've seen starts the same way: a team that over-corrected once, then over-corrected the other way, and is now tired …

Read →
Apr 17, 2026 Data Architecture & Strategy

CAP Per Workload: Why One Consistency Model Doesn't Fit Your Whole Platform

Treating finance and customer analytics like the same workload is how you end up with a platform that serves neither well.

Read →
Apr 15, 2026 Data Architecture & Strategy

Observability Turned Our Senior Engineers Back Into Builders

Six months ago our senior engineers were firefighters. Now they're builders again. The change wasn't a reorg. It was observability.

Read →
Apr 11, 2026 Data Architecture & Strategy

Wardley Mapping Your Data Stack (Build, Buy, or Outsource?)

Your custom Airflow setup is not a competitive advantage. Your customer analytics model might be.

Read →

Want expert eyes on your data architecture?