Stuut raised a $52.5 million Series B led by Insight Partners to sell AI that runs the entire order-to-cash process, citing a 47% average cut in DSO. ZoomInfo, the only customer with before-and-after figures in the launch coverage, saw less than half that, a check any buyer can run against its own books.
Reality
- Evidence35
- Adoption55
- Hype gap+45
- Incentives80
- Confidence65
Honeywell's CTO put frontier AI at maybe 85% accuracy against the 99.9999% customers demand, and Ecolab said top models can cost more than people. Ecolab has since cut its token costs 70% to 80% by tuning, so cost looks like the easier of the two limits to fix.
Reality
- Evidence35
- Adoption40
- Hype gap+5
- Incentives55
- Confidence40
Azora says its portable optical ground receiver latched onto Artemis II's Orion capsule at 240,000 miles, working from a California parking lot. The result shows a drivable terminal can pick up a signal at lunar range, though buyers will want its data rate and price before signing up for a pilot.
Reality
- Evidence35
- Adoption
- Insufficient
- Hype gap+30
- Incentives70
- Confidence40
Honeywell asked 603 critical infrastructure leaders what they actually watch. The chillers, elevators and badge readers that keep the controllers alive mostly sit outside continuous view, and teams with thinner inventories reported longer outages.
Reality
- Evidence45
- Adoption20
- Hype gap+8
- Incentives72
- Confidence52
Successful new ventures reach $10 million of revenue in 31 months on the partners' numbers, down from 38, and break even on 40% less capital. The shorter clock accounts for under half of that saving.
Reality
- Evidence20
- Adoption30
- Hype gap+35
- Incentives80
- Confidence42
The two deals move industrial AI inside the automation vendors' stacks, which changes who a plant negotiates with over its optimization targets. The record does not yet say what that layer costs an operator to run.
Reality
- Evidence42
- Adoption32
- Hype gap+18
- Incentives78
- Confidence40
FCLTGlobal counted 255 campaigns in 2025, 29 percent of them from first-time activists, and 32 US CEO exits inside a year. The weaknesses activists attacked are ones a board can score itself on.
Reality
- Evidence42
- Adoption34
- Hype gap+24
- Incentives72
- Confidence40
An 80-year-old air-conditioning maker is the S&P 500's third-best performer since early 2021, trailing Nvidia by 4.4 percentage points a year.
Reality
- Evidence42
- Adoption
- Insufficient
- Hype gap+34
- Incentives58
- Confidence44