Table of contents The Registry as DNS for AI Context Why the Federated Model Works ? Architecture, Moderation, and Open Source Foundation Summary FAQs The Model Context Protocol (MCP) group has launched the preview version of the MCP Registry, a system that could possibly be the remaining puzzle piece for making enterprise AI actually production-ready….
Enterprise AI within the U.S. has left the experimentation part. CFOs count on clear ROI, boards count on proof of threat oversight, and regulators count on controls in line with current threat administration obligations. Towards this backdrop, each VP of AI faces the enduring query: Ought to we construct this functionality in-house, purchase it from…
Table of contents The AI Integration Gap The Native Advantage The Human-in-the-Loop Effect The Data Gravity Rule The RAG Reality The Agentic Shift The Feedback Flywheel The Vendor Lock Mirage The Trust Threshold The Fine Line Between Innovation and Risk The Era of Continuous Reinvention Conclusion In the era of artificial intelligence, enterprises face both…
The tides have turned in the enterprise AI landscape. According to Menlo Ventures’ 2025 “Mid-Year LLM Market Update,” Anthropic’s Claude has overtaken OpenAI as the leading language model provider for enterprise, now capturing 32% of market share compared to OpenAI’s 25%—a dramatic reversal from OpenAI’s dominant 50% share just one year ago. This is more…