Framework
Core0 Framework
The operating layer for AI agents. Coordination, safety, memory, telemetry, human oversight, wired together in one foundation.
Core0
Build, trust, and scale AI your team can put in front of customers. Agents that work as one, safety built in, humans in control when it counts. Core0 is the operating layer for AI agents — and the foundation behind Chat, Voice, and whatever your team ships next.
Agents & Flow Agents
Two kinds of agents, one runtime.
At a glance
Could you draw the conversation on a whiteboard before talking to a single customer? If yes, the path is known and it's a flow agent. If not, reach for an agent. Most production systems use both.
| Attribute | Agents | Flow Agents | Together |
|---|---|---|---|
| Who owns the steps | The model decides each turn, from the conversation so far. | You define the path up front; the model only fills it in. | An agent hands the structured part to a flow agent. |
| Best for | Open Q&A, research, and troubleshooting. | Booking, intake, onboarding, checkout, triage. | A greeter out front that routes into procedures. |
| Tracking what's been said | Works from the conversation history. | Keeps each answer as a structured fact. | One shared session, carried across the handoff. |
| Reporting a task as done | The model states what it did. | Held back until the real action runs. | The flow's promise holds after a handoff. |
| Core0 primitive | A plain Agent with tools. | A FlowAgent over a flow() graph. | A FlowOrchestrator routing between them. |
| Explore Agents | Explore Flow Agents |
What You Get
Multi-agent orchestration
Orchestrator and handoff modes with bounded loops, cycle detection, and clear agent routing.
Tools and MCP
First-class tools, conditional exposure, and MCP servers wired into each agent.
Memory providers
Pluggable memory (e.g. Firestore, Upstash, Mongo) with a consistent session interface.
RAG and knowledge
Knowledge bases over vector stores with embeddings. Ground answers in your data.
HITL and escalation
Human-in-the-loop coordinators and escalate flows when automation should stop.
Telemetry pipeline
HTTP collectors that ship structured events to Subcore Telemetry API for observability.
Declarative setup
One Core0 constructor for agents, memory, model, and execution mode. Ready for server or edge.
Perfect For
Platform and backend teams shipping agentic features
Product teams pairing voice or chat UI with a single orchestration core
Enterprises that need audit-friendly telemetry, memory isolation, and tool governance
The orchestration layer for production AI.
One runtime. Every pattern the real world demands: multi-agent routing, safe handoffs, human escalation, memory, retrieval, and telemetry. All wired together, ready to ship.
The Subcore Advantage
Built for Real-World Business Needs
More than just a platform. Complete AI solutions tailored to your specific business challenges. While others offer generic templates, Subcore creates custom experiences that actually solve your problems.
Book a Demo
See Subcore in Action
Ready to see how custom-built AI agents can solve your unique business challenges? Book a live demo tailored to your specific needs.