Fractional Data Architect
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Ai

224 posts filed under Ai.

Sept 15, 2026 Organizational Dynamics

Messenger Training In Teams

I've worked with data teams where someone spotted the broken number first and decided not to mention it.

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Sept 14, 2026 Platform & Velocity

Scaleup Debt Economics

A CTO wanted a full platform rewrite before the next raise. 8 weeks of tickets pointed at two components.

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Sept 12, 2026 Technical Debt & Economics

Ops Engineering Shift

AI writes a working pipeline in 10 minutes. Nobody has asked it to be on call for one.

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Sept 10, 2026 Organizational Dynamics

AI Engineer Shortage Impact

Companies are writing one job ad for three different jobs and calling it an AI data engineer.

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Sept 9, 2026 Data Architecture & Strategy

MTTR Reduction Tactics

A broken pipeline costs you an hour. A wrong number nobody catches costs you a quarter.

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Sept 8, 2026 Fractional & Leadership

Fractional For Reg Prep

NIS2 turned one client's logging gap into a board-level problem inside a week.

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Sept 7, 2026 Technical Debt & Economics

FinOps SLA Definition

A dataset with no owner and no cost ceiling will always be somebody else's problem.

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Sept 4, 2026 Platform & Velocity

DE Churn From Fragile Stacks

Senior data engineers quit stacks that page them at 3am, and the exit interview says "growth".

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Aug 31, 2026 Organizational Dynamics

Cross-Functional Data Ownership

A backend deploy broke the data pipeline for the third time this quarter. Both teams had done their jobs correctly.

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Aug 30, 2026 Technical Debt & Economics

Compliance Investment ROI

A client built the same data inventory twice in 18 months. The first one was for the auditor.

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