Thread regarding Optum layoffs

@OP The reason cloud migrations are a mess is all the people who designed the plan were either laid-off or left.

@av Optum is already being sue for declining MN Medicare Advantage claims, after AI implementation without proper vetting or testing. This company will implode. I feel for the employees, but the yes "managers", it will be worst for them.

Id be interested to see what that AI fund is even being used for or if it ever sniffs production in any way

Many tech leaders in PW org have been doing a 20% funding pullback meaning any capital UHC gives to Optum (some departments), 20% gets taken and put in an AI fund. I have heard mixed things on this as to whether the business asked for it or the CIO in our span is doing it.

They say they can do this because we are now 20% faster with because of copilot.

Over the last couple of years, many organizations and leadership teams have been racing to make their ecosystems “AI-ready,” often under aggressive timelines and external pressure.

2026 will likely be the real inflection point not because AI suddenly becomes transformative overnight, but because reality finally catches up with assumptions. A lot of decisions were made based on beliefs about AI capability, scalability, cost, and operational maturity that weren’t fully pressure tested in real production conditions.

When those assumptions collide with day-to-day realities: cloud fragility, cost overruns, integration debt, governance gaps, the gap between what was promised and what actually works becomes impossible to ignore. What we’re seeing now feels less like isolated failure and more like a system correcting itself after moving faster than its foundations could support.

The system isn’t breaking so much as it is enforcing the constraints that were always there but deferred, reliability, cost curves, data quality, operational load, and human oversight. Those constraints eventually assert themselves, regardless of how compelling the narrative was early on.