SAP Joule: 14 Agents, One Operating Range
SAP closed 2025 with €77 billion in cloud backlog.
Frame Velocity
Why AI deployments fail - and the infrastructure that makes them work.
Live Last read · last published · next check
Latest posts
Microsoft 365 Copilot: 450 Million Seats. 3% Conversion. One Infrastructure Problem.
Microsoft 365 Copilot launched in November 2023.
Google Workspace Gemini: Running 240V AI on 120V Infrastructure
The Deployment Wave (What’s Happening Now)
Amazon Q Works. Your Knowledge Infrastructure Doesn't.
Amazon Q Business launched with a compelling claim: save 3.6 hours per employee per week by connecting your enterprise data sources and letting AI answer questions.
The Zendesk Plateau: Why 80% Automation Promises Will Settle at 40%
Zendesk AI Agents went GA in January 2025 with a bold claim: “Resolve customer requests faster with AI agents.” The marketing promises 80% automation.
ServiceNow Customers Will Stay Stuck at 40% Until 2027
ServiceNow’s Now Assist for ITSM promises 50-60% autonomous resolution of IT service requests.
Agentforce: The ROI Promise Assumes Infrastructure You Don't Have
Salesforce booked 18,500 Agentforce deals in 12 months.
Klarna Processed Millions of Payments Flawlessly. Customer Service Wasn't a Payment.
Gap ≥ 2 Levels → 15 Month Timeline to Public Reversal.
Working AI, Disconnected Infrastructure: Ford's Islands Pattern
How a $7M AI Investment Discovered Its CMC Ceiling
The 6 Infrastructure Gaps Blocking Your AI Deployment
Your AI pilot worked in the lab.