OpenAI Launches Enterprise Usage Analytics and Spend Controls
ChatGPT Enterprise admins now get granular credit tracking across users, products, and models — plus flexible spend controls that let power users request more capacity without blanket increases for everyone. The Global Admin Console surfaces credit consumption in one view, with a Cost API for deeper analysis. This is OpenAI treating AI like any critical business investment: with visibility, limits, and accountability.
Read on OpenAI →BCG: Only 20% of CMOs Are Leading the Agentic Transformation
BCG's new report identifies a stark divide: while most marketing orgs talk about AI agents, only 20% of CMOs have redesigned their organizational structures, invested in AI product owners, and designated governance owners for responsible AI. The frontrunners are building AEO/GEO teams, expanding marketing science capabilities, and systematically rewiring processes. The rest are still experimenting.
Read on BCG →Pertama Partners: 80% of AI Projects Fail, 95% of GenAI Pilots Show No P&L Return
Sobering data from Pertama Partners' 2026 analysis: more than 80% of enterprise AI projects fail, and 95% of generative AI pilots never show P&L impact. The report identifies what the successful minority does differently — hint: it's not about the technology. It's about tying AI metrics directly to business KPIs, not soft metrics like "time saved."
Read on Pertama Partners →CMOs Upgrading From "AI Toys" to Enterprise Visual Infrastructure
Early text-to-image models promised content at scale but revealed significant commercial limitations. Now CMOs and digital strategists are rigorously evaluating their creative tech stacks, shifting from experimental AI toward enterprise-grade visual infrastructure. The pressure: deliver unprecedented volumes of top-class visual content while maintaining brand consistency.
Read on BizzBuzz →Forbes AI 50 2026: The Companies Driving AI's Future
Forbes released its annual AI 50 list spotlighting the most promising artificial intelligence businesses. Worth a scan to see who's making the cut — and who's conspicuously absent — as the enterprise AI landscape consolidates around clear winners.
View on Forbes →💡 My Take
Read this one: The BCG piece on the 20% of CMOs actually leading the agentic transformation. The gap isn't about technology adoption — it's about organizational rewiring. Most companies are buying AI tools while the leaders are redesigning how marketing teams operate. That structural advantage compounds over time.