GenAI Pilots vs Production: What Actually Changes
Pilots are about whether the model can work. Production is about whether the model can keep working when nobody is watching.
Pilots are about whether the model can work. Production is about whether the model can keep working when nobody is watching.
Your pipeline jobs are green. Your dashboards are stale. Both can be true at the same time -- and usually are.
Your DCIM platform produces beautiful reports. Nobody reads them. Here is why that happens, and what to do about it.
Your DCIM platform knows everything about your data center -- but nobody else in the organization can see it. Sound familiar?
Legacy modernization does not have to mean rip-and-replace. The strangler fig pattern lets you build APIs around existing systems and migrate at your own pace.
The graveyard of enterprise AI is full of impressive demos that never shipped. The fix starts before you pick a model.
Your batch ETL jobs still run overnight, but the business started making decisions in real time two years ago. Something has to give.
Each system in your stack is individually capable. But the real value emerges when they talk to each other -- and that requires a deliberate integration strategy.