What Most AI Readiness Assessments Get Wrong
Most AI readiness assessments focus on data quality and infrastructure. These matter, but organizations that score well on both still fail to ship AI. Here is what a useful assessment actually measures.
Azure, AI, data analytics, and what we have learned shipping them, written for the people who actually build and run the systems.
Showing 1–2 of 2 posts.
Most AI readiness assessments focus on data quality and infrastructure. These matter, but organizations that score well on both still fail to ship AI. Here is what a useful assessment actually measures.
The demo works. Three months into production, the same system is producing wrong answers on a predictable subset of inputs, costs three times what was projected, and has no mechanism to detect when it is failing. Here is what the demo leaves out.