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Platform

Everything You Need. Nothing You Don't.

BoltPipeline replaces fragmented toolchains with a single platform for pipeline compilation, validation, lineage, profiling, SCD automation, and deployment.

25 features GA1 Early Access7 on roadmapMulti-database support · expanding platform coverage

Core Capabilities

Pipeline Compilation

GA

Submit SQL, get deployment-ready artifacts. Multi-stage compilation handles splitting, classification, validation, dependency resolution, SCD logic generation, lineage computation, profiling, and assembly — automatically.

SCD Automation

GA

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.

Column-Level Lineage

GA

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.

Smart Profiling & Drift Detection

GA

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.

Validation Engine

GA

Column existence, type alignment, contract coverage, audit enforcement, nullability, SCD configuration, and schema drift — all validated before artifacts are generated. Custom SQL tests supported.

Open Format Artifacts

GA

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.

Airflow Integration

GA

Auto-generated Airflow-compatible YAML from the compiled pipeline. Encodes step dependencies, microstep grouping, and execution order from the topological sort.

Security by Architecture

GA

Per-agent mTLS with X.509 certificates. Metadata-only communication. Credential isolation — database passwords never collected or transmitted. Scratch schema for profiling.

Tollgates, RBAC & Promotion

GA

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.

360° Pipeline Lifecycle

GA

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.

Deployment Model

GA

Console (web UI) + Command Center (SaaS compilation) + Agent (in-network execution). PCO lifecycle: Plan, Certify, Operate. Offline resilience with encrypted queuing.

AI-Assisted Pipeline Generation

Early Access

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.

Cross-Database Similarity & Migration

Roadmap

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 →

How BoltPipeline Compares

Pipeline compilation, SCD automation, and push-down profiling are unique to BoltPipeline.

CapabilityBoltPipelineTransformation ToolsObservability ToolsLegacy ETL
SQL-to-pipeline compilationYes
SCD automation (Types 0/1/2)YesManualConfig
Push-down profiling & PII detectionYes

What's Coming Next

BoltPipeline is actively growing. Here's what's on our near-term roadmap.

Root Cause Analysis

Q2 2026

Developer Experience (VS Code Extension)

2026

Multi-DB Platform Expansion

2026

Enterprise SSO (SAML/OIDC)

2026

CI/CD & GitHub Integration

2026

Data Catalog UI

2026

Cross-Database Similarity & Migration

2026

Turn SQL into Production-Ready Data Pipelines — Faster and Safer

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.