Supercargo
Supercargo provides a shift-left data governance layer that lets coding agents build and maintain source systems without breaking downstream data pipelines or analytics. The platform automatically extracts deterministic contracts from Go, Python, or Java structs, enforces them in CI/CD, and performs real-time PII pseudonymization before data lands in BigQuery. It offers bidirectional metadata visibility for both human stakeholders and analytics agents.
- Enterprise Software
- Developer Tools
- Software Only
Funding
Founders
Founder details are not available yet.
Product
Problem
Modern data stacks are robust, but the ingestion pipelines connecting them to upstream software are built on hope. Coding agents edit source systems at unprecedented velocity, multiplying breaking schemas, while central data teams are structurally overwhelmed trying to hand-hold 10+ decentralized product teams. Downstream analytics agents hallucinate or fail entirely when the data layer lacks deterministic, machine-readable semantics and SLA guarantees.
Solution
Supercargo provides a shift-left data governance layer that lets coding agents rapidly build and maintain source systems at scale without breaking data products or disrupting downstream operational pipelines and analytics. The platform traces the impact of every structural, logical, and semantic change from the application's source code directly down to final destination tables, illuminating the black box of data integration while maintaining strong PII protection across every jump. It extracts deterministic contracts from Go, Python, or Java structs automatically, enforces them in CI/CD before code is merged, and uses a real-time gateway to structurally swap PII for sovereign tokens so cleartext never lands in BigQuery. Metadata ensures both human stakeholders and analytics agents stay aligned and informed, eliminating the centralized bottleneck and enabling distributed ownership.
Target Audience
Primary customers are enterprise data platform teams managing GCP environments with multiple decentralized product teams, as well as organizations deploying coding agents that need to maintain source systems without breaking downstream data products and analytics pipelines.
Features
- AST extraction builds code-first contracts deterministically from Go, Python, or Java structs automatically, with YAML support as an alternative
- CI/CD enforcement via GitHub Actions rejects breaking schema changes before code is merged
- Real-time zero-knowledge ingestion gateway performs on-the-fly PII swapping for sovereign tokens, ensuring cleartext never enters BigQuery
- Bidirectional visibility provides metadata alignment for both human stakeholders and analytics agents
- Bring-your-own-cloud deployment ensures data never leaves the customer's VPC
- Infrastructure as code support via Terraform provider enables enterprise DevOps management
- Serverless and decoupled architecture auto-scales for petabyte workloads