Posts | Thomas Nys

AI ROI reality - why solid data architecture beats hype-driven investments

Hype doesn't deliver ROI. Solid architecture does.

Big bang migration risks - why phased modernization beats full replacement

Big bang modernization creates new debt faster than it clear

DataOps SysOps collaboration - resolving ownership conflicts between teams

Friction between DataOps and SysOps isn't about tools.

Data strategy execution - why slide deck visions fail real-world constraints

Slideware isn't strategy.

Architecture delivery velocity - why slow teams have design problems not people problems

Your architecture is how you deliver.

AI foundation requirements - poor architecture blocks AI success at scale

AI doesn't kill architecture. Bad architecture kills AI

Data strategy execution failure - why boardroom visions fail in production

Most Data Strategies die in a slide deck.

Legacy system modernization - recognizing decay before platform collapse

Legacy doesn't explode. It decays.