Causal

The company that remembers

Causal turns every team’s agent runs into shared, inspectable experience.

Talk to us See how each team learns

Every agent inherits what the organization already learned.

OperationsStop the repeat

Order desks and warehouses run on agents that act in the ERP. Causal serves what the last mistake cost before the next one ships.

  • Precedent is served into the run before the action fires
  • A costly outcome is served on every similar order that follows
  • Any hold or override traces back to the incident that justified it

Customer SuccessServe what resolved

Support agents inherit the fixes that closed tickets. When a fix stops working, supersedence retires it everywhere at once.

  • Every resolution carries whether the ticket stayed closed
  • A recurring issue collapses into one memory
  • A new support agent starts with every fix the team validated

RevenueSell from precedent

Deal agents carry the team's wins and losses. Which play closed, which discount stalled, which objection kept returning: recorded with outcomes, served into the next deal.

  • Plays carry their recorded outcomes, not their author's confidence
  • Forecasts grounded in what actually converted before
  • A handoff arrives with the whole relationship, first call to last renewal

EngineeringRemember what failed

Coding agents in your repos inherit every approach that already failed there: the reverted migration, the flaky workaround, the deploy that took the site down. Tried once, avoided everywhere.

  • Failed approaches are served before an agent retries them
  • Postmortems become memory the next run consults
  • A rollback's reason survives the person who knew it

Answer for every action

When the board, the auditor, or the regulator asks why an agent did something, Causal answers with receipts: which experiences informed the decision, and proof nothing was altered.

  • Poisoned memory is tainted, and everything derived from it is flagged and dropped from serving
  • Signed heads, inclusion proofs, and verifiable export
  • SSO, SAML, SCIM, RBAC, and retention policies
  • Private VPC deployment, bring-your-own tenant keys
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Security details

Start before the agents

Connect the tools the company runs today. Merged-then-reverted PRs, reopened tickets, postmortems, decisions that later shipped: the memory starts compounding from work already done.

Ingest is episodic and firewalled: nothing a connector reads can become an instruction, so a hostile message in a channel cannot program your agents.