The askFinz Orchestrator.
A coordination layer that routes work between 50+ specialized agents using open protocols. Built for interoperability — agents can talk to each other, to you, to external tools, and to the UI in structured ways.
Every prompt flows through the orchestrator.
The orchestrator is a small set of foundational agents that sit between you and the specialist agents. It reads intent, plans steps, routes work, and checks quality before results reach you.
Intent Classification
The Thinker agent reads your prompt and classifies intent, complexity, and required capabilities before routing.
Multi-Step Planning
The Planner breaks complex tasks into ordered steps, each tagged with the specialist agent needed.
Dynamic Routing
The Router matches each step to the best-fit agent based on capabilities, current load, and reasoning depth required.
Parallel Execution
Independent steps run in parallel. The Executor coordinates timing and merges results when dependencies resolve.
Quality Review
The Reflector checks finished work against the original brief and requests retries when quality falls short.
Memory Integration
The Ingestor pulls relevant context from prior conversations, uploaded files, and saved work before execution.
Built on standards, not silos.
askFinz agents communicate using open protocols. This means external agents can call askFinz, askFinz agents can call external tools, and you can inspect the messages flowing between them.
A2A (Agent-to-Agent)
ShippingAgents communicate directly with each other to coordinate complex tasks. The askFinz Orchestrator routes work between specialized agents using structured messages.
A2P (Agent-to-Person)
SoonAgents pause for human input when needed. Permission requests, confirmations, and clarifications flow through this protocol.
MCP (Model Context Protocol)
ShippingAnthropic's open standard for connecting AI systems to external data sources and tools. askFinz agents can call MCP servers you configure.
A2UI (Agent-to-UI)
SoonAgents stream structured updates to the interface. Progress indicators, intermediate results, and tool calls render in real-time.
Interoperability by design.
When agents speak open protocols, you're not locked into one vendor's ecosystem. External agents can call askFinz. askFinz agents can call your tools. The messages are structured and inspectable.
The orchestrator coordinates this without becoming a bottleneck. Agents hand work to each other directly when they can. The orchestrator steps in only when routing decisions or quality checks are needed.
This is how we keep the platform open at the edges while maintaining quality and safety in the middle.
Want to see the orchestrator in action? The agent flow diagram shows how work moves through the system.