AI AGENT · MCP · AUTOMATION
A connected AI assistant for the applications people already use.
An agent architecture direction for connecting email, Teams, WhatsApp, Slack and other systems through MCP-enabled tools, unified knowledge and task orchestration.
Engineering scope
MCP connectivityTool orchestrationUnified knowledgeTask managementAgent workflows
Technology direction
LLMsMCPReactMobileDesktopAPIsEvent-driven systems
System architecture
Connected Apps
MCP / Tool Layer
Agent Runtime
Memory / Knowledge
Task Orchestrator
User Surfaces
Engineering focus
The key engineering problem is safe, context-aware action across heterogeneous applications while keeping permissions, provenance and task state explicit.