Serendipity Technology

AI for the hard parts of
moving and making sense of data

We build software that helps teams migrate, match, and process their data — with AI doing the heavy, careful work underneath.

What we build

Three tools, one spine

Data migration, identity resolution, and safe AI on sensitive data — the unglamorous plumbing everything else depends on.

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Migration Interrogator

Understand a migration before you run it

Point it at a legacy ETL pipeline and it reads the jobs, explains what they actually do, surfaces the gaps and risks, and QAs the migration end-to-end. It turns a black-box data move into something you can trust — and cuts the manual archaeology that makes migrations slow and scary.

Status: Active product · Pentaho-first, more sources coming
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PickyBat

One clean profile from scattered records

A customer data platform built around an identity-resolution engine: it unifies contacts across email, SMS, web, and the major ad platforms into a single, de-duplicated view. The genuinely hard problem — deciding when two records are the same person — handled as a first-class feature, not an afterthought.

Status: In development · identity resolution live on real data
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AgentPier

Guardrails for AI on sensitive data

Open-source tooling that redacts and protects sensitive information in AI agent traces — so teams can put AI to work on real, regulated data without leaking it. Built in the open because trust infrastructure should be inspectable.

Status: Open source · github.com/gatewaybuddy/agentpier

The interesting problems in data aren't the glamorous ones. They're migration, matching, cleanup — and doing all of it safely. We build AI-assisted tools for exactly that work.

A small studio, shipping real software. If any of this is a problem you're living with, we'd like to hear about it.