Master data management · $99/mo hosted · Open-source engine
Reltio-grade match quality.
Without the six-figure license.
Dedupe customer and vendor records across CRM, billing, and warehouse. Hosted MDM workbench from $99/mo. MIT-licensed engine if you'd rather self-host.
Built for
- · RevOps teams cleaning duplicate Salesforce accounts
- · PE-backed platforms integrating post-acquisition
- · Data teams who can't justify Reltio or Tamr
Not built for
- · Fortune 500 with a dedicated MDM team
- · HIPAA / PHI workloads (no BAA yet)
- · Real-time streaming match (batch only)
Why pay for what's open source?
Because wiring auth, audit, queue, connectors, and a multi-tenant data plane around a Python package takes weeks you don't have.
Hosted infrastructure
No Postgres to provision, no Arq queue to wire, no auth to roll. Sign up and run.
Multi-tenant orgs
Clerk-backed organizations, plan-aware quotas, role-scoped access. Built in.
Cryptographic audit
Append-only audit_log with per-org SHA-256 chain. Verify the trail end-to-end.
Source connectors
22 connectors live: Postgres, Salesforce, HubSpot, S3, BigQuery, Snowflake, and more.
Review queues
Ambiguous matches surface to stewards. Approve, split, or merge with full lineage.
No vendor lock-in
Engine is OSS. If we go away, you keep running. Try that with Reltio.
The workbench
Event-sourced notebooks. Every tool call is a step you can replay, fork, rewind, or audit.

Three use cases we're shipping for now
RevOps · Salesforce dedupe
Duplicate accounts breaking attribution and wasting SDR touches. Cheaper than DemandTools, faster than waiting for IT.
Read more →
PE platforms · M&A integration
Just acquired your third add-on. Customer and vendor records scattered across systems. Need a 90-day merge story for the deal team.
Read more →
Escaping Reltio / Informatica
License renewal coming up. Cost-cutting pressure on. Same audit-chain guarantees, one-tenth the run rate.
Read more →
Resolve customer data in minutes.
Free tier includes 3 sources, the workbench, and a demo project ready to run.