You define
- Business rules and transformations
- Metrics and analytical logic
- What the data should represent
The BoltPipeline Platform
The data path from SQL to production is still manual and fragile — even when AI writes the SQL in seconds. BoltPipeline governs that path end-to-end so nothing reaches production without earning it.
What Is BoltPipeline?
BoltPipeline takes SQL — written by your team or generated by AI — and turns it into a validated, certified, governed data pipeline that runs directly inside your database. No data movement. No proprietary runtime.
Plan. Certify. Operate.
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.
Tollgate
Certify
30+ rule certification engine validates every pipeline against your live database before deploy. Schema compatibility, join correctness, type safety, drift detection, SCD contract enforcement — all checked. Nothing ships uncertified.
Tollgate
Operate
DAG-parallel execution inside your database. Continuous monitoring: drift detection, data flow tracking, profiling, PII scanning. Issues traced to origin through lineage.
Something breaks? Go back to Plan → fix → re-certify → operate again. Same tollgates, same rigor. Fast — the platform already knows your pipeline. Every cycle hardens the next.
What You Define — What the Platform Automates
You own business logic. BoltPipeline owns the engineering path to production.
BoltPipeline automates
- Schema & join validation
- Profiling and statistical baselines
- Drift detection with blast-radius analysis
- Certification gates and approvals
- Executable, production-ready pipeline artifacts
8
Compilation Stages
16
Validation Rules
6
Security Layers
0
Rows Exposed
Enterprise Model
Three things the platform does — not your team
Governance lives in the platform, not in code review or tribal knowledge.
01
Every table has one certified producer
Visible, tracked, unambiguousBoltPipeline records which certified pipeline writes to each table. Conflicts surface as design decisions, not production incidents.
02
SCD type is validated at certification
Fails certification if violatedWhen a table is classified as SCD Type 2, any pipeline writing to it is checked at certification for conformance. The catalog classification is the contract.
03
Certified SQL is immutable
No runtime modificationsOnce certified, the SQL is locked. Any change requires a new version and a new certification cycle. What passed in Dev is exactly what runs in Prod.
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.
Agent + Command Center Architecture
The BoltPipeline Agent runs inside your environment, close to your data. It implements and executes pipeline artifacts derived from SQL.
The Command Center coordinates validation, certification, governance, and visibility using metadata and operational signals — while your data never leaves your boundary.
- In-database execution
- Scheduler-agnostic (Airflow, Dagster, etc.)
- Portable, ANSI-compliant artifacts
- No vendor lock-in
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)
Early Access
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.
See It on Your SQL
Walk through a real pipeline using your schemas and business rules — no migration, no lock-in, no data leaves your database.