Kymeca

Writing

Practical thinking on AI strategy, data infrastructure, and what it actually takes to build something that scales.

Ocean waves crashing on shore in County Sligo, Ireland — the unpredictable force that well-designed systems are built to withstand.
AI Strategy Featured

AI Readiness: When Your AI Goes Wrong — A Guide to Incident Response

The most dangerous AI failures are not the ones that break loudly. They are the ones that degrade quietly — eroding quality and trust incrementally until someone notices, and by then the damage is done.

Series

AI Readiness

4 parts
  1. 01

    AI Readiness: Laying the Foundation

  2. 02

    AI Readiness: Why Data Architecture Comes Before AI Architecture

  3. 03

    AI Readiness: Infrastructure and Cost Architecture for AI Workloads

  4. 04

    AI Readiness: Evaluation, Reliability, and Knowing When Your AI is Working

Series

FinOps Engineering

5 parts
  1. 01

    FinOps Engineering: Foundation, FOCUS Ingestion, and Running It in Production

  2. 02

    FinOps Engineering: Forecasting and Budget Alerts

  3. 03

    FinOps Engineering: Attribution Intelligence and Anomaly Detection

  4. 04

    FinOps Engineering: Utilisation, Rightsizing, and Multi-Dimensional Cost

  5. 05

    FinOps Engineering: Closing the Loop — From Cost Anomaly to Code Fix

All posts