Agents can't run on stale data. Kallion is the real-time data infrastructure autonomous agents depend on — fast, accurate, built for non-human callers at scale.
Using a full LLM call to retrieve a data point is like hiring a surgeon to take your temperature. Agents make thousands of these calls per hour. The economics force specialization.
Agents operate in real time. A model querying stale training data introduces lag that breaks time-sensitive decisions. Kallion returns accurate data in under 50ms.
For live asset prices and market signals, hallucination is catastrophic. A dedicated oracle with one job — return accurate data — is structurally more reliable.
MCP standardized how agents connect to external tools in 2025. The infrastructure those agents depend on is the last piece still being built. That window is open — briefly.
Every design decision — response formats, error handling, uptime guarantees, pricing tiers — is made for an agent, not a human. Kallion's first product is real-time token and asset pricing. Clean, fast, reliable.
From there, we expand based entirely on what the market signals it needs. We don't build roadmaps. We listen to what agents ask for and build it.
The agent infrastructure market is forming now. Get in before it closes.