One workspace where you, your custom agents, and every chatbot you already use — Cursor, Claude, ChatGPT, Codex, Gemini — share the same living map of how your company actually works. Ingest knowledge once, expose it over MCP, and let long-running work survive every handoff.
How refunds get handled. Why the pricing exception was made. What the on-call engineer did at 2am. The know-how is scattered across people’s heads, Slack, tickets, repos, and old email threads. Humans muddle through. Agents stall, hallucinate, or quietly do the wrong thing.
Models are not the bottleneck anymore — domain knowledge is. Without a company brain, your agents reason from a thin slice of context and ship partial work. Connected to one, they plan across every surface your business actually runs on, link their work to durable decisions, and hand off cleanly to the next agent or human.
Three layers, one substrate. Pull fragmented company knowledge into a maintained brain, coordinate the agents and humans working against it, and expose the whole thing over MCP so every chatbot you already pay for becomes an informed teammate.
Pull in docs, repos, Slack, tickets, runbooks, and CRM as immutable raw sources. CortexGraph compiles them into a living wiki and typed primitives — with provenance back to every original line, so agents always know where a fact came from.
Sources stay immutable. The compiler maintains a cross-linked wiki and typed records — the executable skills your agents read from.
Scoped app connections, inbound webhooks, and outbound event delivery. Knowledge gets pulled out of every silo and given provenance.
Pages stay current as new sources land. Stale claims flagged. Contradictions surfaced before an agent acts on them.
Threads, runs, checkpoints, and clarification loops are first-class. Cortex — a real durable agent — notices ambiguity, asks the right human over the right channel, captures the answer back into the brain, and resumes the work. Long-running tasks stop dying in lost transcripts.
Multi-day, cross-agent work survives every model swap and handoff. Any agent picks up from the last checkpoint.
A coordination concierge that lives in the brain — escalates only what needs a human, then routes the answer back to the right specialist.
Clarifications and follow-ups land with the right actor on the channel they actually use. No broadcast. No lost context.
Every primitive, decision, and thread becomes machine-readable over a single MCP endpoint. Any MCP-aware chatbot or agent — yours or off-the-shelf — connects in seconds, picks up the same context, and writes back into the brain so the next run starts smarter.
One token-protected URL exposes threads, questions, checkpoints, triggers, and decisions to any MCP-aware agent in seconds.
Decision primitives, runbooks, and patterns become tools agents can call — not paragraphs they have to interpret.
Every workflow leaves an inspectable trail. Resumable, idempotent, and queryable — including by other agents.
“Cursor, Claude, and our internal agents are now reading from the same brain. They stopped re-asking the same questions and started handing work off to each other — and to us — without dropping context. It’s the missing layer between our company and our agents.”
One shared workspace per company — humans, custom agents, and chatbots all reading from the same map.
Connect docs, repos, Slack, tickets, CRM, and runbooks. Sources stay immutable; the brain stays current.
Encode how your business actually decides and ships — accounts, decisions, runbooks, escalation paths.
Cursor, Claude, ChatGPT, Codex, Devin, your in-house agents — one OAuth and they all start informed.
Agents collaborate across days and tools. Cortex resolves ambiguity. Checkpoints make every run resumable.
When any agent — yours or one of the chatbots you already use — hits ambiguity, conflicting context, or a decision it shouldn’t make alone, Cortex steps in. It pings the right teammate on the channel they actually read, captures the answer back into the company brain, and resumes the work. No silent stalls. No hallucinated policy.
A company brain holds the most sensitive thing you own — how your business actually works. Every layer is auditable, every agent action is provenance-linked, and the substrate is yours to host where your data already lives.
Markdown stays canonical. Postgres owns provenance, runs, and activity. Every mutation is auditable from the first commit.
Search and retrieval work without embeddings. Bring your own ranking models — never required to ship.
Custom CortexGraph auth screens backed by Clerk sessions. Agent tokens stay separate, scoped, and auditable.
Neon Postgres for indexes, Cloudflare R2 for canonical blobs. Self-host or run on the hosted control plane.
Long-horizon work runs on Vercel Workflow — idempotent, inspectable, and resumable across days.
Standard Model Context Protocol over OAuth. Any MCP-aware agent connects in seconds. No proprietary client.