Each of those solves a slice. Daiton is the sourced system of record underneath all of them — the one brain your agents read from and write to.
| Memory APIs Mem0 · Zep · Letta · Cognee · Supermemory |
Agent frameworks LangChain · CrewAI |
Enterprise search Glean · Dust |
Daiton | |
|---|---|---|---|---|
| Sourced facts with receipts | Partial | — | Citations only | ✓ Core |
| Validated, writable system of record | Extracted blobs | Per-run scratch | Read-only index | ✓ |
| Shared across every agent | Per app | Per run | For humans | ✓ |
| Token dedupe across a fleet | Per agent | — | — | ✓ |
| Live multi-agent command center | — | Traces | — | ✓ |
| Autopilot with reversibility gate | — | You build it | — | ✓ |
| Self-host / bring your own LLM | Some | ✓ | Rare | ✓ |
| Built for operators, not just devs | Dev API | Dev SDK | F500 IT | ✓ |
Mem0, Zep, Letta, Cognee, and Supermemory give one app a better memory. Daiton is a company-wide brain of validated, cited facts that every agent shares — the altitude above the primitive.
LangChain and CrewAI help you build and run agents. They have no shared source of truth underneath. Daiton is that source of truth — and sits under the agents you already run, reachable over MCP.
Glean and Dust answer questions for humans over an index. Daiton is a writable system of record for a fleet of agents — with dedupe, live visibility, and autopilot.
Book a walkthrough and we'll show the brain, the command center, and the token math on your setup.
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