INSIGHTS
Practical writing on modernisation, data and AI for leaders who have to make it work.
Insight article
AI costs scale with every model call, retry and agent loop. Gartner expects most large firms to put FinOps controls at the point of inference by 2028. Here is how to start now.
VITALOS · 29 SEP 2026 · 5 MIN READ
Insight article
Teams using AI coding tools heavily ship more work, but bugs per pull request are up 29% and review times have grown fivefold. How to keep the speed without the breakage.
VITALOS · 21 JUL 2026 · 4 MIN READ
Insight article
70% of organisations say less than half their unstructured data is usable for AI. Before the next pilot, fix the foundations. Here is a readiness check you can run this month.
VITALOS · 8 JUL 2026 · 5 MIN READ
Insight article
Organisations waste around 24% of their cloud capacity while AI drives hosting costs up 12% a year. The fastest way to fund your AI ambitions may be the servers nobody is using.
VITALOS · 29 APR 2026 · 5 MIN READ
Insight article
AI can now read COBOL faster than any consultant alive. That makes legacy modernisation cheaper to start. It does not make migration easy. Here is where the line sits.
VITALOS · 10 MAR 2026 · 4 MIN READ
Insight article
UK logistics operators have moved AI from pilot to live operations inside single sites. The next leap is optimising across the whole network, and that is a data and integration problem first.
VITALOS · 24 FEB 2026 · 5 MIN READ
