Infinite Memory for Every Agent Thought.
KafScale uses native S3 tiering to store every decision, prompt, and tool call forever. With 200ms latency, you get the perfect balance of real-time responsiveness and immutable history.
KafScale
The Hard Drive
Able to ingest millions of events per second from any data source. Retains raw historical streams infinitely on low-cost S3.
→
KafGraph
The Shared Memory
Expertise streams as a live, collaborative and infinite memory graph. Auto-expires stale facts to ensure fresh data for agent tasks.
→
KafClaw
The Orchestrator
Acts as the policy mesh for your agent ecosystem. Manages tool permissions and coordinates agents on shared tasks.
→
AI Agents
The Brain
Your LLMs read the binary graph with near zero latency. They reason about live state and execute tasks securely at scale.
Scale Agents, Not Maintenance
The AI "Flight Recorder."
Infinite Memory. 90% Less TCO.
Stop babysitting brittle frameworks. With KafClaw, your engineers define the policies and tool registries once; the Agentic Bus handles execution, placement, and state recovery. If a broker or an agent fails, the decision stays on the bus - ensuring zero lost context.
Move beyond the AI "Black Box." Scalytics persists every message and reasoning step as an immutable event in S3. Generate cryptographically secure audit trails for every autonomous action, satisfying GDPR and national regulatory requirements out of the box.
Extend your existing Confluent or Redpanda clusters without the "Storage Tax." KafScale uses S3 as primary storage, allowing you to store decades of agent reasoning and state history for the price of object storage. Stateless brokers, permanent memory, zero egress bloat.