Data Pack
dbt, Airbyte, and your warehouse through MCP. Agents draft queries and pipeline changes; you approve runs that touch cost or PII. Live cost preview before every execution.
Each pack ships pre-configured agent personas, MCP server bindings, and approval-flow templates, all wired to the Kairon intelligence graph. Install and your agent army is shaped to a specific vertical.
dbt, Airbyte, and your warehouse through MCP. Agents draft queries and pipeline changes; you approve runs that touch cost or PII. Live cost preview before every execution.
Production-grade DevOps agent: deploy / rollback / env-var changes through swipe-approve, with anomaly detection on errors, latency, and cloud bill spikes — plus macro-context warnings before risky deploy windows.
Cloud cost + LLM token spend in one console. Dynamic model routing keeps every agent call on the cheapest provider that meets the policy. Spike detection halts runaway agents before the invoice arrives.
Logic Pro and Ableton through MCP, with every MIDI write, stem export and plugin sweep gated by Anvil. Studio agents do the typing; you keep the taste.
Snyk, Semgrep, and 1Password through MCP. Agents request scans and credential reads; you approve every write. Anomaly detection on access patterns and secret-leak risk.