Back to Portfolio
DataOps AgentLIVE DEMO SIMULATOR
Operational Control Center • Autonomous Pipeline Remediation
PIPELINE HEALTH
ACTION REQUIRED
1 critical assertion failure
ACTIVE INCIDENT
INC-2026-0814
stg_customers_email_null_check
MCP SERVER
22 STDIO TOOLS
FastMCP Read-Only / Proposal
SAFETY GATE
AWAITING APPROVAL
30m TTL • Self-Approve Blocked
Incident INC-2026-0814 DetectedHIGH SEVERITY
12 NULL values detected in stg_customers.email assertion. AI Agent formulated allowlisted remediation.
IngestionHEALTHY
Data Sources
E-commerce transactional JSON batch files
JSON / REST APIView Specs →
IngestionHEALTHY
dlt Ingestion
Python dlt pipeline extracting raw JSON data into PostgreSQL
dlt (data load tool)View Specs →
StorageHEALTHY
PostgreSQL Raw
Relational database housing raw & staging tables
PostgreSQL 16View Specs →
TransformationFAILED
dbt Models
Modular SQL transformations with 27 data quality assertions
dbt-core / dbt-postgresView Specs →
OrchestrationFAILED
Dagster Engine
Asset orchestration, lineage graphs, and runtime asset checks
Dagster 1.6+View Specs →
ProtocolHEALTHY
MCP Server
22 standardized read-only & proposal tools for LLM agent reasoning
FastMCP (stdio transport)View Specs →