Pipeline Compilation
GASubmit SQL, get deployment-ready artifacts. Multi-stage compilation handles splitting, classification, validation, dependency resolution, SCD logic generation, lineage computation, profiling, and assembly — automatically.
BoltPipeline replaces fragmented toolchains with a single platform for pipeline compilation, validation, lineage, profiling, SCD automation, and deployment.
Submit SQL, get deployment-ready artifacts. Multi-stage compilation handles splitting, classification, validation, dependency resolution, SCD logic generation, lineage computation, profiling, and assembly — automatically.
Types 0, 1, and 2 fully automated. Hash-based change detection, staging tables, merge SQL, and 9 audit columns — all generated. No manual macros, no complex configuration.
AST-derived directly from your SQL — no runtime tracing, no manual annotation. See exactly which source columns flow into which targets. JSON export for external catalogs.
SQL push-down profiling inside your database. Column stats, join inference, PII detection, schema drift — only aggregate metrics leave your environment. Background scheduling, production-first design.
Column existence, type alignment, contract coverage, audit enforcement, nullability, SCD configuration, and schema drift — all validated before artifacts are generated. Custom SQL tests supported.
Every artifact is SQL, YAML, or JSON — human-readable, version-controllable, and portable. DML plans, actionable DDL, plan summaries, Airflow YAML, lineage graphs, profiling results.
Auto-generated Airflow-compatible YAML from the compiled pipeline. Encodes step dependencies, microstep grouping, and execution order from the topological sort.
Per-agent mTLS with X.509 certificates. Metadata-only communication. Credential isolation — database passwords never collected or transmitted. Scratch schema for profiling.
Hard approval gates between Dev → Integration → Production. Four roles (Viewer, Developer, Operator, Admin) with separation of duties — authors cannot approve their own pipelines. Re-certification at every stage. Full audit trail.
Build, validate, deploy, monitor, explain, fix — one continuous loop. Dependencies, lineage, execution status, and drift alerts in one view. See parallel vs. sequential execution, trace failures to root cause instantly. Operators and developers see through the same lens. No other single platform delivers the full lifecycle.
Console (web UI) + Command Center (SaaS compilation) + Agent (in-network execution). PCO lifecycle: Plan, Certify, Operate. Offline resilience with encrypted queuing.
Describe your transformation in plain English. AI generates the SQL, BoltPipeline compiles it into a certified pipeline with SCD logic, lineage, and validation. AI assists the builder — never touches your data. Available for Team and Enterprise customers.
Automatically detect duplicate and overlapping objects across your databases. Deterministic scoring plus AI semantic matching identifies consolidation opportunities. Generate migration plans with DDL scripts, type mappings, and reconciliation queries — turn months of analysis into days.
Plan → Certify → Operate — every pipeline passes hard gates before deployment.
See the lifecycle →Pipeline compilation, SCD automation, and push-down profiling are unique to BoltPipeline.
| Capability | BoltPipeline | Transformation Tools | Observability Tools | Legacy ETL |
|---|---|---|---|---|
| SQL-to-pipeline compilation | Yes | — | — | — |
| SCD automation (Types 0/1/2) | Yes | Manual | — | Config |
| Push-down profiling & PII detection | Yes | — | — | — |
BoltPipeline is actively growing. Here's what's on our near-term roadmap.
SQL-first pipelines, validated and governed — executed directly inside your database.
No new DSLs. No fragile orchestration. Just SQL with built-in validation, lineage, and governance.