AI that builds data pipelines like the best data engineer.
AI agents for analysts to build production-grade data pipelines.
Trusted by 100+ Companies Worldwide
Code you own, quality you trust
AI-generated pipelines
Connectors, transformations, and write strategies as code in your repo.
Auto-enforced standards
Naming conventions, medallion architecture, and schema evolution built in.
Built-in data quality
Validation tests and anomaly detection on every change.
Data Modeling & Standards
AI enforces naming conventions, medallion architecture, and schema evolution automatically. Every table follows best practices without you thinking about it.
The fastest way to code data pipelines.
Data Ingestion Layer
AI generates connector, transformation, and write logic as code in your repo, from source to destination.
Data Modeling & Standards
AI enforces naming conventions, medallion architecture, and schema evolution automatically. Every table follows best practices without you thinking about it.
Testing & Data Quality
AI writes data validation tests and anomaly checks as code. Run them on every change. Catch issues before production.
Contribution Rules & Guidelines
Define requirements for data analysts submitting queries through the portal
Pipelines that run themselves
AI-built orchestration
DAGs with dependencies and retry logic, no Airflow expertise needed.
Smart compute routing
Jobs run on right-sized clusters that auto-scale and shut down to optimize cost.
Observability included
Alerts, SLA tracking, and cost tags built into every pipeline.
Compute/Execution Environment
AI routes each job to the right compute based on data size and cost. Clusters spin up, run, and shut down. You pay only for what you use.
The optimal way to run pipelines on your infrastructure.
Orchestration & Scheduling
AI builds your DAGs with the right dependencies and retry logic. Pipelines deploy 10x faster. No Airflow expertise needed.
Compute/Execution Environment
AI routes each job to the right compute based on data size and cost. Clusters spin up, run, and shut down. You pay only for what you use.
Monitoring & Observability
Every pipeline comes with alerts, SLA tracking, and cost tags out of the box. When something breaks, AI tells you why.
Safe self-service
Plain-language access control
Define rules naturally, AI converts them to RBAC policies and audit logs.
Self-service meets standards
Visual dashboards, one-click deploys, full Git history for every pipeline.
Auto-documented and compliant
AI writes docs, tags PII, and flags sensitive data. GDPR and CCPA ready from day one.
Reviewing Pull Requests
Every pipeline AI creates shows up as a PR in your repo. Review it, test it, approve it. Your workflow, your control.
Self-service for analysts, full control for engineering.
User Interface
Analysts say what they want. AI figures out how. Visual status, one-click deploys, full Git history. Self-service that meets engineering standards.
Reviewing Pull Requests
Every pipeline AI creates shows up as a PR in your repo. Review it, test it, approve it. Your workflow, your control.
Documentation & PII Tagging
AI writes the docs and tags PII columns automatically. Sensitive data gets flagged before it hits your warehouse. GDPR and CCPA ready from the start.
Access Control & Governance
Define access rules in plain language. AI converts them to RBAC policies and audit logs in your codebase.
See how enterprises ship faster with Zingle
How Fortune 500 companies empowered analysts to build production-ready pipelines
"Every pipeline Zingle generates looks like our senior engineer wrote it. Clean, governed, incremental where needed, and cost-aware."
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AI data engineer in action?
AI that builds pipelines like your best data engineer. No vendor lock-in, faster deployments, lower warehouse costs, and zero production incidents.
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