Business AI
Multi-agent orchestration layer on AWS with Model Context Protocol integration and dynamic tool selection. Function-calling coordination across domain-specialized agents. Deployed across 4 geographic regions at 90% cost reduction.
5-agent orchestration system on AWS with MCP integration, deployed across 4 geographic regions. Dynamic tool selection at runtime, agent-to-agent coordination, and enterprise-grade analytical depth under sub-$500 cost constraints.
Operations in tier 2/3 regions lack access to data-driven decision support. Incumbent solutions cost $5K–$50K, creating a capability gap.
Specialized agent decomposition — 5 domain-constrained agents operate within narrow scopes where smaller, cheaper models achieve equivalent quality. MCP integration enables dynamic access to external data sources.
