AI Agents

Agentic AI orchestration — autonomous data quality, transformation, reporting, and optimization

Active Agents

All operational

Tasks Completed/24h

1,247

+14% vs avg

Success Rate

98.2%

Across all agents

Avg Task Duration

3.4s

P95: 8.2s

Agent Fleet

Data Quality AgentActive

Continuously monitors data freshness, completeness, and schema drift across all lakehouse tables

Tasks today: 312Success: 99.1%

Flagged schema drift on crm_contacts — 2m ago

Transformation AgentActive

Auto-generates and optimizes dbt models, handles incremental materialization and backfills

Tasks today: 248Success: 97.8%

Rebuilt transactions rollup — 8m ago

Reporting AgentActive

Generates scheduled and ad-hoc reports, detects anomalies, and pushes alerts to stakeholders

Tasks today: 184Success: 98.6%

Sent daily revenue digest — 15m ago

Lineage AgentActive

Traces end-to-end data lineage, maps dependencies, and detects impact of upstream changes

Tasks today: 96Success: 99.8%

Updated lineage graph for payment_signals — 22m ago

Optimization AgentActive

Analyzes query patterns, recommends partitioning strategies, and triggers auto-compaction

Tasks today: 142Success: 96.4%

Compacted customer_events table — 35m ago

Supervisor AgentActive

Orchestrates all other agents, resolves conflicts, manages priorities, and escalates failures

Tasks today: 265Success: 97.2%

Re-prioritized DQ checks after ingestion spike — 5m ago