echoloc

Collate Tech Stack

AI agents for data governance and metadata enrichment

Software Development Saratoga, California 51–200 employees Privately Held

Collate builds a semantic metadata platform where AI agents automate data governance tasks—classification, documentation, lineage mapping—at scale. The stack reveals a dual-mode architecture: Python + Java + Node.js/React for the agent engine and UI, plus integrations across Snowflake, Databricks, and BigQuery for data system connectivity. The company is actively operationalizing its AI agent layer while hardening SaaS observability and CI/CD reliability, suggesting a shift from metadata-catalog-as-software toward AI-as-the-governance-interface.

Tech Stack 26 technologies

AdoptingOpenMetadata

What Collate Is Building

Challenges

  • Slow response times
  • High defect trends
  • Traditional data catalogs fall short
  • Implementing data governance programs
  • Mature data practices
  • Achieving measurable business outcomes
  • Improving data discovery
  • Enhancing observability
  • Reducing cloud costs

Active Projects

  • Operationalize collate ai agents
  • Accelerate customer time-to-value
  • Mature data practices
  • Openmetadata saas platform
  • Ci/cd automation for saas and on-prem
  • Observability platform for saas customers

Hiring Activity

Decelerating6 roles · 1 in 30d

Department

Engineering
2
Support
2
Sales
1

Seniority

Senior
4
Mid
1
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About Collate

Collate provides a semantic intelligence platform that connects metadata, context, and meaning across fragmented data environments. The product sits on OpenMetadata (an open-source metadata standard) and layers AI agents on top to automate data management workflows—discovery, governance, classification, documentation enrichment. It serves data teams and organizations building modern data stacks on cloud warehouses like Snowflake, Databricks, or BigQuery. Current projects focus on operationalizing agent workflows, reducing customer time-to-value, and building observability for SaaS instances. The team is based in Saratoga, California.

HeadquartersSaratoga, California
Company Size51–200 employees
Hiring MarketsUnited States

Frequently Asked Questions

What tech stack does Collate use?

Java, Python, Node.js, and TypeScript for core services. React for UI. Deployed on AWS, Azure, and GCP with Kubernetes and Docker. Integrates with Snowflake, Databricks, BigQuery, and runs on OpenMetadata.

What is Collate working on?

Operationalizing AI agents for data governance, accelerating customer time-to-value, maturing data practices, hardening the OpenMetadata SaaS platform, and building observability for SaaS customers.

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