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The most advanced matching engine on the market. We train custom embedding models on your data that go beyond general-purpose embeddings to predict real-world outcomes — not just semantic similarity.

Outcome-based Training

Embeddings aligned with desired outcomes (hires, matches), not just text overlap.

Asymmetric Matching

Compare what someone is looking for against what candidates are.

Living Profiles

Representations evolve automatically as new information streams in.

Custom Models

Domain-specific ranking models trained directly from your user feedback.

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Getting Access

Domain Embeddings is currently in early access. Contact the team to get an API key and discuss your use case.

API Reference

Four endpoints: ingest, match, stream, and feedback.

Talk to the Team

Request access and discuss your use case.