Matillion Intelligent Data Pipeline Operations Center
An AI-powered operations center for Matillion Data Productivity Cloud that automates pipeline management, monitoring, and incident response.
The Intelligent Data Pipeline Operations Center is a comprehensive agentic system designed to transform how data engineering teams manage their Matillion Data Productivity Cloud infrastructure. This blueprint can save hundreds of hours per month by automating routine operations, incident response, and proactive monitoring tasks that traditionally require manual intervention.
The architecture consists of four specialized skillsets working together:
Pipeline Operations handles core execution management including on-demand pipeline triggering, execution monitoring, and the ability to cancel stuck or problematic runs. Data engineers can simply ask the agent to "run the daily sales pipeline" or "check on the running ETL jobs" rather than navigating through the UI.
Schedule Management enables intelligent scheduling through natural language. Teams can create, modify, and delete pipeline schedules by describing their requirements like "schedule the inventory sync to run every 6 hours starting tomorrow" or "pause all weekend schedules."
Monitoring & Alerting provides proactive oversight of pipeline health. The agent tracks execution status, identifies failures, and can automatically notify teams via Slack when issues arise. It also monitors credit consumption to prevent unexpected cost overruns and tracks data lineage for compliance requirements.
Infrastructure Management covers agent lifecycle operations including health checks, restarts, and configuration updates. When a Matillion agent becomes unresponsive, the AI can diagnose and restart it without human intervention.
The Slack integration enables conversational interaction with the entire data platform. Team members can query pipeline status, trigger executions, review audit logs, and receive alerts all within their existing communication workflow. A scheduled trigger can be configured to run periodic health checks and generate daily operations summaries.
This blueprint is particularly valuable for organizations with complex data pipelines running across multiple projects and environments, where manual monitoring and management becomes a significant operational burden.
Backstory
Common information about the bot's experience, skills and personality. For more information, see the Backstory documentation.
Skillset
This example uses a dedicated Skillset. Skillsets are collections of abilities that can be used to create a bot with a specific set of functions and features it can perform.
List Available Skillsets
Discover all available skillsets in this blueprint that can be installedInstall Skillset
Bring a skillset into context by its ID to access its abilitiesList Projects
Retrieve a list of all projects in the Matillion accountList Environments
Retrieve a list of all environments in a specific projectList Pipelines
Retrieve a list of all published pipelines in a project environmentExecute Pipeline
Execute a published pipeline in MatillionList Pipeline Executions
Retrieve a list of pipeline executions with optional filtersGet Execution Status
Retrieve the status of a specific pipeline executionCancel Pipeline Execution
Cancel a running pipeline executionList Schedules
Retrieve a list of all schedules for a projectGet Schedule Details
Retrieve details of a specific scheduleCreate Schedule
Create a new schedule for a pipelineUpdate Schedule
Update an existing schedule (timing, enabled status)Delete Schedule
Delete a schedule from a projectGet Credit Consumption
Retrieve credit consumption breakdown for cost monitoringList Audit Events
Retrieve audit events for compliance and troubleshootingList Data Lineage Events
Retrieve OpenLineage events for data governanceExecute SQL Query
Execute a SQL query against Matillion for advanced querying of projects, pipelines, and executionsList Agents
Retrieve a list of all agents in the Matillion accountGet Agent Details
Retrieve details of a specific agentSend Agent Command
Send a command to an agent (RESTART, PAUSE, or RESUME)List Artifacts
Retrieve a list of artifacts for a project environmentPromote Artifact
Promote an artifact from one environment to another
Secrets
This example uses Secrets to store sensitive information such as API keys, passwords, and other credentials.
Matillion API Token
The API token for accessing Matillion Data Productivity Cloud APIs.
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