Datadog Just Bought the Key to Self-Improving Enterprise AI
Datadog acquired Adaptive ML to build AI that learns from production data. Here's what RLOps means for enterprise leaders — and why it changes AI economics.
June 30, 2026 · 7 min readMLOps
Every THE D[AI]LY BRIEF article on MLOps — enterprise AI analysis, benchmarks, vendor comparisons, and ROI frameworks for technology and business leaders. Updated as new coverage publishes.
AI Pilots Hit 95% Failure Rate: The $18M Production Gap
95% of enterprise AI pilots never reach production. MIT research reveals why CIOs are losing millions on projects that work in demos but fail in the real world.
June 6, 2026 · 7 min read
Gartner: 60% of AI Leaders Ignoring the Mandate Will Fail by 2028
Gartner says 40% of AI deployments will require dedicated observability by 2028. Without it, enterprises face a $7.2M average failure tax. Here's the playbook.
May 13, 2026 · 14 min read
AI ROI's Hidden Truth: Why Automation Costs More Than You Think
Enterprises model AI ROI as headcount removed. CFOs are discovering the real cost: governance, oversight, and continuous operations that weren't in the budget.
May 9, 2026 · 7 min read