Insights & perspectives
on enterprise AI.

Factual comparison across 8 enterprise dimensions: governance, AI Act, EU sovereignty, reasoning, hallucinations, price, MCP, ecosystem. Final recommendation by profile.

Definition, capabilities (reasoning, tool use, memory, planning), differences with chatbots and RPA, and 3 concrete use cases shipped on Claude. The 2026 Koneetiv playbook.

McKinsey confirms: the vast majority of AI initiatives never move beyond the POC. The problem isn't the technology. It's the absence of a production methodology and structured governance.

Living Oversight & Operations Protocol. 4 trust zones, 3 escalation levels. How to keep humans in control when agents are making decisions.

Anthropic reports a 24× return per developer with Claude Code. We break down the measurement methodology and the conditions for reproducing these results in your enterprise.

33% of enterprise apps will integrate agentic AI by 2028 according to Gartner. The market is moving from conversational chatbots to supervised autonomous agents. What this means for CIOs.

86% autonomous resolution at Intercom, 384% ROI on AP/AR at Billtrust, 500% procurement return at Globality. Sourced numbers from agentic AI in production.

Green (autonomous), orange (supervised), red (validated), black (blocked). How Koneetiv's LOOP™ framework classifies each agent by its risk level and autonomy.