built for sa.
run on google cloud.

agentcore is the central orchestration layer for autonomous data agents. it assigns tasks across your data environment, monitors agent output, detects failures, and reroutes work in real time. built on google cloud run with pub/sub event handling.

taskshift monitors every scheduled task and data job in your stack. when something fails, stalls, or degrades, taskshift automatically reassigns work — to backup agents, alternate pipelines, or human queues — before you even know there's a problem.

reportbot connects to your data sources, generates plain-language insights using jayd's nlg engine (powered by google cloud vertex ai), and delivers structured reports to recipients on a configurable schedule — no human required.

auditagent runs continuous health checks across your connected data sources. it monitors for schema drift, volume anomalies, freshness failures, and attribution errors — and generates a daily health brief that lands in your inbox before you start work.