Tropic tells finance a 20% software increase is the new baseline for midmarket buyers
The procurement platform's Q1 benchmark puts midmarket and enterprise software growth near 20% against 3.5% at small business, and it attributes the gap to multi-year contracts and integrations that make pushback harder.
Publishers:tropicapp.io
Reality
- Evidence25
- Adoption30
- Hype gap+40
- Incentives85
- Confidence55
US firms sanction poor performance by software at nearly 17 times the European rate
An OECD survey of 6,047 employers found this software in most workplaces on both continents. The countries split over what firms are allowed to do with it, and most of these tools are not AI at all.
Reality
- Evidence68
- Adoption82
- Hype gap+8
- Incentives30
- Confidence62
SaaStr's counterfactual Slack works out to 6 to 8 times a triangulated revenue base
SaaStr's answer to a hypothetical values a never-sold Slack at $16 billion to $20 billion, an estimate that depends on Atlassian's cross-sell economics and on a Slack revenue figure Salesforce last put in writing for fiscal 2023.
Reality
- Evidence45
- Adoption58
- Hype gap+20
- Incentives45
- Confidence52
buildOne report1 publisher MCP's confused deputy runs on the standing token provisioned at install time
The SANS 2026 survey puts 74 percent of businesses on standing credentials for autonomous AI, with no single control above 40 percent. The two MCP incidents most often cited as proof have different root causes.
Reality
- Evidence42
- Adoption38
- Hype gap+22
- Incentives58
- Confidence45
SentinelOne's Up-to-$300M Prompt Security Deal Is the Only Priced Buy in a Trio of AI-Governance Acquisitions
CB Insights counts three acquisitions of AI app-governance startups in the past year, by SentinelOne, OpenAI and Asana. Only one of the three prices is public, and it is a ceiling of up to $300M.
Publishers:cbinsights.com
Reality
- Evidence28
- Adoption20
- Hype gap+35
- Incentives78
- Confidence40
Agents climbed from 3% to 50% of the work created in Linear in four quarters
Linear's $99m tender at a $2.5bn mark prices existing shares rather than new capital, while the blog beneath it puts agent-created work at half the total, a composition figure Atlassian answers with a 4x quarter off an undisclosed base.
Reality
- Evidence58
- Adoption68
- Hype gap+20
- Incentives78
- Confidence55
Asana's test-suite sprint reprices the work engineering leaders keep deferring
Up to four coding agents finished in roughly a week and a half a test-suite migration Asana had been grinding through since 2022, which makes the queue of someday cleanups less a matter of capacity than of what a leader schedules first.
Publishers:asana.com
Reality
- Evidence46
- Adoption58
- Hype gap+24
- Incentives76
- Confidence52
buildOne report1 publisher OpenAI's Asana case study prices 1.5 weeks of engineer time against a five-year staffing plan
The two-week Enzyme removal is credible enough, but it is priced against a five-year staffing plan written by people who did not want the project, and Airbnb's published numbers let you check the rate that plan assumed.
Reality
- Evidence48
- Adoption58
- Hype gap+52
- Incentives76
- Confidence54
buildOne report1 publisher The stability step is a branch, not a pipeline: inside one team's release-candidate discipline
A published Git process makes one step unskippable: testing the release-candidate branch before it lands in master. CI/CD, by the author's own account, is optional.
Reality
- Evidence32
- Adoption
- Not scored
- Hype gap+18
- Incentives52
- Confidence42
buildConfirmed2 publishers Paid Relay workspaces stop at 11:59 p.m. Pacific on September 14th, and stored credentials are deleted with them. Jacob Bank takes the approval-checkpoint idea into Google Chrome.
Reality
- Evidence74
- Adoption24
- Hype gap+12
- Incentives58
- Confidence71