Plan. Certify. Operate.
SQL in. Governed, certified data pipelines out. Validation, approval workflows, lineage, drift detection, and operations — one platform that never sees your data.
How the Platform Works
A repeatable, governed lifecycle with hard gates at every stage.
Plan
Submit SQL business rules. We compile execution plans, SCD merge logic (Type 0/1/2), column-level lineage, profiling, and deployment-ready artifacts — automatically.
Certify
16-rule engine validates against your live database. Schema drift, missing columns, SCD integrity — we show exactly where and why. Hard gate: nothing deploys until it passes.
Operate
DAG-parallel execution inside your database. Continuous monitoring: drift detection, data flow tracking, profiling, PII scanning. Issues traced to origin through lineage.
Security Architecture
We see the flow. Never the data.
Metadata-only SaaS. Table names, schema structure, signals. Never raw data or credentials.
Agent runs inside your network. All execution in your DB, behind your firewall. Per-agent mTLS with X.509 certificates.
Push-down profiling. Queries run in your DB. We see aggregates, never rows. Approval tollgates at every promotion.
Consolidation
One platform replaces three.
Pipeline compilation, SCD automation, column lineage, profiling, validation, and deployment — all in one product. No more stitching together separate transformation, observability, and governance tools.
Built for Every Role on the Data Team
From engineers writing SQL to executives tracking compliance — one platform, tailored value.
For Developers & Data Engineers
SQL-first. Zero learning curve.
- Focus on what to build (business rules)
- Bolt handles drift, lineage, correctness
- Ship models 3–5× faster (weeks → hours)
AI-Assisted Pipeline Generation — describe transformations in plain English, we generate the SQL. From prompt to certified pipeline. Available for Team and Enterprise customers.
Explore the Platform
How It Works
From SQL authoring to validation, certification, and execution-ready artifacts.
Capabilities
Validation, lineage, drift detection, execution planning, and more.
Use Cases
How data engineers, platform teams, and leaders use BoltPipeline.
Features
Full feature list with GA status and roadmap items.
Compare
Side-by-side against leading transformation, observability, and governance vendors.
Trust & Security
Data boundaries, governance, auditability, and compliance.