A platform that provides task orchestration, tool invocation via MCP, context and memory management, and multi-agent collaboration primitives out of the box. It includes a runtime and governance layer for execution isolation, permission control, auditability, evaluation frameworks, and cost governance, plus built-in support for A2A protocols and modern agent tool-discovery patterns.

MCP and A2A protocols are emerging as standards in 2025-2026, and enterprises from fintech to observability to restaurant tech are simultaneously hiring senior engineers to build multi-agent orchestration infrastructure in-house.