

AG-UI and MCP application capability is rare in the enterprise AI market — most AI delivery teams cannot build it. This is a genuine technical differentiator that opens automation use cases competitors cannot reach.
MCP protocols extend agent automation to any web-based application — ERP modules, legacy portals, approval systems, procurement platforms — without the cost and time of custom API development for each system.
Every AG-UI implementation includes defined action boundaries, approval gates for high-risk actions, and full audit trails — agentic automation that is powerful and controlled, not unconstrained.
AG-UI and MCP implementations designed to integrate with Delphi's Multi-Agent Orchestration service — browser-capable agents as specialist workers in larger agent team architectures.
Organizations that deploy AG-UI and MCP automation now build a capability that competitors will take years to match — we help clients establish an agentic automation advantage before the market catches up.