The AI-native operating system
for trusted analytics pipelines.

Design, build, distribute, operate, diagnose, migrate, and govern analytics pipelines — from a single CLI with verifiable trust at every step.

3 verified blueprints  ·  307 passing tests  ·  5 AI providers  ·  registry.pipelinekit.dev live

Not another tool. The coordination layer.

You already have dbt, Snowflake, Airbyte. PipelineKit removes the engineering drag between them.

Without PipelineKit
With PipelineKit
Blank-page project setup
pipelinekit init
Manual pipeline design
pipelinekit generate blueprint
Inconsistent team output
Shared blueprint standard
“It works on prod only”
Local verification first
Log-diving at 2am
pipelinekit diagnose
Vendor lock-in creep
Portable blueprints you own

Solo engineers

Faster starts. No boilerplate. Clean structure.

Analytics teams

One standard. Every pipeline. Every time.

Consultancies

Repeatable delivery. Reusable blueprints. Better margin.

CTOs

Less vendor lock-in. More portable architecture.

The complete pipeline lifecycle — in one platform.

Nine verbs. One CLI. Every capability is a command.

DESIGN

AI-assisted blueprint creation. Design production-ready pipelines in minutes, not days.

pipelinekit generate blueprint --interactive
BUILD

Initialize, validate, and configure trusted pipelines without becoming infrastructure experts.

pipelinekit init
pipelinekit validate
DISTRIBUTE

Install proven blueprints from the registry. Upgrade with governance. Roll back with confidence.

pipelinekit blueprint install postgres-to-snowflake
pipelinekit blueprint upgrade postgres-to-snowflake
OPERATE

Run pipelines with verifiable step results, contract enforcement, and quality checks.

pipelinekit run
pipelinekit status
OBSERVE coming soon

See what is failing, slow, or at risk — across all pipelines. Freshness SLAs. Contract violations. Volume anomalies.

pipelinekit health
DIAGNOSE

AI finds root causes instead of you searching logs. You approve the fix. Evidence-first, provider-agnostic.

pipelinekit diagnose --provider anthropic
MIGRATE

Translate Airbyte, Fivetran, or custom Python pipelines to PipelineKit in one command.

pipelinekit migrate analyze airbyte-connection.json
GOVERN

Data contracts. Quality checks. Freshness SLAs. Alert routing. A full audit trail.

pipelinekit validate --contracts
LEARN coming soon

Train engineers on synthetic enterprises — not toy examples. Powered by RealityDB.

academy.pipelinekit.dev

AI proposes. You approve. Apply writes.

The system is your copilot — not your autopilot.

AI Proposes

  • Confidence: 0.92
  • 18 assets
  • 10 decisions surfaced

Human Approves

  • 18 assets reviewed
  • Assumptions confirmed
  • Decisions made

Apply Writes

  • Files written to disk
  • Blueprint validated
  • Version recorded

PipelineKit's AI systems never execute without human confirmation. Every proposal carries a confidence score, a list of assumptions, and the decisions only you can make.

Verified blueprints. Production-ready from day one.

Every blueprint is run end-to-end and recorded — not asserted.

postgres → snowflake
v1.0.0
✅ Verified
7/7 dbt tests · 0.7 min
Install blueprint →
salesforce → snowflake
v1.0.0
✅ Verified
9/9 dbt tests · 0.2 min
Install blueprint →
stripe → snowflake
v1.0.0
✅ Verified
43/43 dbt tests · 1 min
Install blueprint →

Bring your own AI. Own your intelligence.

PipelineKit works with every major AI provider — or none at all. Run air-gapped on Ollama. Use Anthropic for diagnostics. Switch providers without touching your pipeline configuration.

Anthropic (US)
OpenAI (US)
Mistral (EU)
DeepSeek (China)
Ollama (Local)

Already running Airbyte or Fivetran?

Analyze your existing configuration in one command. PipelineKit maps every connection, identifies gaps, and generates a draft pipelinekit.yaml — ready to validate.

See how migration works →

We are looking for design partners.

PipelineKit is production-ready and seeking 3–5 design partners to shape the roadmap. You get direct access to the engineering team, priority support, and pricing locked at the design-partner rate — currently $0/month for 90 days.

  • You have existing analytics pipelines
  • You are using Snowflake, BigQuery, or DuckDB
  • You have experienced at least one pipeline failure in production
  • You want to be part of shaping a platform
Apply to be a design partner →

Apply to be a design partner.

We respond to every inquiry within 48 hours.

Or email eddy@mpingo.ai directly.