buildOne report1 publisher Workday lets TypeSafe's Jev choose which design-system components Sana puts on screen
Workday gave TypeSafe's Jev every atomic component in its design system and lets the model pick what Sana shows, said chief AI officer Joel Hellermark. TypeSafe claims 70 to 500 milliseconds per answer; whether Workday sees that depends on how many screens reduce to closed questions.
Reality
- Evidence48
- Adoption35
- Hype gap+25
- Incentives65
- Confidence55
buildConfirmed6 publishers Anthropic's Claude Dashboards, now in beta on paid plans, shows the SQL query behind any number a user clicks. The New Stack reported that Anthropic has not yet said whose credentials run each refresh, a detail data teams need before connecting a production warehouse.
Perspective Coverage
7 publishers
- Builder
- Builder 36%
- Operator
- Operator 40%
- Investor
- Investor 24%
Reality
- Evidence70
- Adoption
- Not scored
- Hype gap+10
- Incentives60
- Confidence68
Microsoft's new Copilot app bills coding and agents by use, while fewer than 7% of over 450 million commercial 365 seats pay for Copilot. Usage billing lets Microsoft charge its existing Copilot customers more whether or not the unlicensed majority ever signs up.
Reality
- Evidence55
- Adoption15
- Hype gap+15
- Incentives70
- Confidence60
Microsoft folds its consumer Copilot into one assistant built for corporate buyers
Microsoft is merging its consumer and workplace Copilot assistants into one product for corporate customers after a six-month rebuild, Bloomberg reported. It leaves personal chatbots to OpenAI, Google and Meta and ties Microsoft's AI bet to the corporate accounts it already serves.
Reality
- Evidence40
- Adoption
- Not scored
- Hype gap+15
- Incentives
- Not scored
- Confidence45
buildOne report1 publisher AWS wraps five quality layers around the LLM assistant used by over 4,000 of its leaders
AWS says NarrateAI, its data assistant for over 4,000 executive leaders, reaches about 99 percent numerical accuracy through five layered techniques. All five sit outside the model, so copying the design means extra AWS accounts and parallel evaluators on every paragraph.
Reality
- Evidence35
- Adoption30
- Hype gap+20
- Incentives75
- Confidence40
buildConfirmed2 publishers OpenAI says its new ChatGPT for Financial Services pairs built-in financial data with GPT-6 Astra reasoning for research, modeling and client materials. The announcement does not say where that data comes from.
Reality
- Evidence50
- Adoption
- Not scored
- Hype gap+20
- Incentives65
- Confidence45
IT buyers get a unified Microsoft Copilot app with usage billing still marked 'evolving'
Microsoft's unified Copilot app adds Code and Autopilot tabs for Microsoft 365 customers, with usage-based billing under a cost model still called 'evolving'. Firms deep in Microsoft 365 get AI that works inside their own tenant, on a bill they cannot yet forecast.
Reality
- Evidence35
- Adoption
- Not scored
- Hype gap+30
- Incentives75
- Confidence40
Amazon's cure for shadow AI ships on the desktop from outside its European sovereign cloud
AWS has made the Quick desktop assistant generally available on macOS and Windows and pitched it to IT as the sanctioned answer to shadow AI. It runs in Frankfurt, London and Ireland, and not in the Brandenburg sovereign cloud.
Reality
- Evidence55
- Adoption34
- Hype gap+28
- Incentives74
- Confidence55
buildOne report1 publisher Amazon pitches the Quick desktop app to IT as containment for shadow AI
The argument AWS makes to IT for its newly general desktop assistant is that unapproved tools already move data out of controlled environments, and its answer is audit trails in CloudWatch and CloudTrail plus four named certifications.
Reality
- Evidence26
- Adoption24
- Hype gap+46
- Incentives93
- Confidence62
Manufacturers funded AI faster than they defined what it was supposed to change
The gap between Rockwell's 95% of manufacturers funding AI and McKinsey's 2% embedding it in plant operations gets easier to read once you notice the 60% who never set a target for what the deployment should achieve.
Reality
- Evidence40
- Adoption32
- Hype gap+18
- Incentives76
- Confidence52
buildOne report1 publisher Stripe paid $7B for a router. Glean is selling the choice not to call a model at all
Glean says its customers mostly turn on automatic model selection to control spend, not to improve answers. The routing layer, not the model, is where enterprise AI budgets now get decided.
Reality
- Evidence32
- Adoption64
- Hype gap+34
- Incentives82
- Confidence44