MCP and AI tools
Work in Kairos from your AI tools.
Kairos has an MCP server. Claude Code, Cursor or Codex can read your decisions, build workflows, run experiments and work cases. An admin decides which tools each agent may use, and every action is recorded under the agent's key.
Payout fraud is up this month. Find a better model for withdrawal and draft it if it wins.
- list_decisionswithdrawal · last 90 days · 412 labeled
- create_workflow_experiment5 variants
- get_workflow_experimentdone · 5 of 5 trained
- apply_workflow_experiment→ draft v6 for review
Logistic regression on the payout's numbers plus Grayson's answers wins: ROC-AUC 0.949 on validation, 0.930 on test. I saved it as a draft, v6, with the results attached for your review.
MCP and AI tools
What you get
ReadDecisions, cases, entities, sessions, workflows, models and metrics.
WriteTrack events, add case notes, assign cases and edit lists.
DecideAsk for decisions, resolve decisions and cases, and label entities.
BuildSave and publish workflows and rulesets, set up queues, and run and apply experiments.
What your team can do with it
- 01Looks at what happenedRecent decisions, the fraud that got through, and the signals behind each score.
- 02Proposes a changeA hypothesis and a few variants to test.
- 03Lets Kairos run itTraining and testing happen on the server, on your data.
- 04Ships with a reasonIt applies the winner and writes down why, for your team to review.