#enterprise-ai
6 articles exploring enterprise-ai. Expert insights and analysis from our editorial team.
Articles
Anthropic Ends Flat-Fee Enterprise Claude Above 150 Seats and Forces Per-Token Billing on AI Procurement
Anthropic ends bundled-token enterprise plans in March 2026 for a $20 base plus metered API usage. FinOps teams must model costs around token variance, not fixed seat math.
KV Packet's Recomputation-Free Cache Exposes a Gap in How Cloud AI Vendors Price Multi-Document RAG Inference
KV Packet proves near-zero-FLOPs context-independent KV reuse is achievable, exposing how prefix-only vendor caching tiers structurally exclude multi-document RAG.
Atlassian Turned On AI Training Data Collection by Default — Here's What to Disable
Atlassian's data contribution policy sends Jira and Confluence content to AI training by default. Here's the exact settings path to opt out before August 17.
PwC 2026: Why 80% of Companies Are Running AI Pilots That Won't Pay Off
PwC's 2026 study of 1,217 executives reveals a 7.2x performance gap between AI leaders and laggards — and the split comes down to one architectural choice.
How Researchers Hacked McKinsey's AI Platform—and What It Reveals
Security researchers at CodeWall used an autonomous AI agent to breach McKinsey's Lilli platform in approximately two hours, exposing 46.5 million messages through SQL injection—a decades-old technique that enterprise AI teams consistently fail to prevent.
AI as Teammate, Not Tool: How P&G's Research Changes Everything
New research from P&G involving 776 professionals reveals that AI is fundamentally changing how teams collaborate—shifting from viewing AI as a simple tool to embracing it as a genuine teammate capable of breaking down organizational silos.