Platform Capabilities
BoltPipeline turns SQL business logic into certified, production-ready data pipelines — with correctness, lineage, and governance built in.
No DSLs. No YAML sprawl. No black boxes. Pipelines run where your data lives.
SQL-First Automation
Write SQL as intent. BoltPipeline implements the pipeline.
Pre-Deploy Validation
Catch issues before pipelines ever run.
Lineage & Impact
Column-level lineage derived from execution reality.
Drift Detection
Detect schema and data drift before incidents.
Execution Planning
Deterministic, restart-safe execution plans.
Governance by Design
Certification, approvals, and audit trails built in.
SQL-First Pipeline Automation
BoltPipeline treats SQL as a declarative specification of business intent. Teams continue working in plain SQL while the platform automates the operational heavy lifting.
- No proprietary DSLs or GUIs
- Optional lightweight hints to express expectations
- Git-friendly, CI/CD-ready workflows
Automated Validation & Certification
BoltPipeline validates pipelines before deployment and continuously after release — reducing production risk.
- Schema, type, and compatibility checks
- Join correctness and relationship safety
- Profiling-driven baselines and anomaly detection
Validation results are packaged as certified artifacts for reviews and audits.
Runtime-Aware Lineage & Impact Analysis
Lineage is derived from actual pipeline behavior, not static documentation.
- Column-level lineage across transformations
- Upstream and downstream impact visibility
- Clear ownership and blast-radius analysis
Schema & Data Drift Detection
Data changes are inevitable. Surprises don’t have to be.
- Schema evolution detection
- Distribution and behavior drift monitoring
- Early warnings with downstream impact context
Execution Planning & Control
BoltPipeline derives deterministic execution plansfrom SQL and rules — without replacing your orchestrator.
- Automatic dependency resolution
- Restart-safe execution boundaries
- Scheduler-agnostic (Airflow, Dagster, etc.)
Governance Built In — Not Bolted On
Governance in BoltPipeline is enforced through execution artifacts, validation gates, and recorded decisions — not manual process or external tools.
Audit & Change History
Every pipeline change is tracked with who approved it, when it changed, and why — creating an audit-ready record automatically, without additional tooling.
Operational Visibility
Track pipeline behavior over time using execution signals, validation outcomes, drift events, and historical context — all tied back to certified artifacts.
Stay Ahead with Proactive Alerts
BoltPipeline integrates with the tools teams already use to surface issues early and route them to the right owners.
- Email, webhook, and Slack notifications
- Alerts tied to severity and ownership
- Early warnings before production incidents
Fits Into Your Existing Stack
BoltPipeline complements your tools — it doesn’t replace them.
- • Cloud & enterprise databases
- • Airflow, Dagster, schedulers
- • Git & CI/CD workflows
- • Slack, email, webhook alerts