Intelligent data pipelines, deployed in your environment.
RelayData is a self-hostable, AI-native data connector framework. Connect, transform, and move data across any source — without sending it anywhere you don't control.
The problem
Data integration is broken for companies that care about control.
Every serious ELT tool forces you to choose between capability and control. Managed SaaS platforms move your data through their infrastructure. Open-source stacks require a dedicated data engineering team to operate. And none of them use AI for anything more than writing SQL.
Your data team spends hours manually fixing broken pipelines after schema changes
Fivetran or Weld bills are scaling faster than your business
Compliance requires your data stays on-premises — ruling out every managed option
You need database-to-database sync but every tool assumes you have Snowflake
Building and maintaining connectors in-house is draining engineering bandwidth
What makes RelayData different
Three things no other data tool gives you together.
Your infrastructure. Full stop.
Every competitor — Fivetran, Weld, Airbyte Cloud — is SaaS-only. RelayData deploys inside your environment via a single command. Your data never touches our servers. No compliance questions. No vendor data access. No exceptions.
AI that drives the pipeline, not just the query.
Other tools bolt an AI assistant on top of static configurations. RelayData's intelligence layer is architectural — it introspects schemas, infers mappings, writes transformation logic, detects schema drift, and self-heals. No data engineering team required.
400+ connectors. Flat pricing.
Built on the Airbyte connector catalog from day one — databases, SaaS APIs, files, and more. And unlike Fivetran or Weld, you pay a flat deployment license. No MAR billing. No surprise invoices as your data volume grows.
How it works
From source to destination, intelligently.
Connect your sources
Choose from 400+ connectors — databases, SaaS APIs, files, REST endpoints. RelayData deploys in your environment via a single docker-compose command.
AI maps the schema
The AI agent introspects your source and target schemas and proposes field mappings automatically. You review and approve — or just describe what you want in plain language.
Pipelines run and self-heal
Transformations execute on schedule. When schemas drift or errors occur, the agent detects the issue and either auto-heals or flags it with a plain-language explanation and suggested fix.
Early access
Be the first to build with RelayData.
We're working with a small group of design partners before public launch — companies with real data pipeline pain who want direct input into the product. If that's you, we'd love to talk.
White-glove onboarding and direct access to the founding team
Influence on the roadmap — your use case shapes the product
Founding customer pricing locked in permanently
Early access to the AI schema mapper and connector catalog