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abm.dev

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One key. One schema. Ten sources behind it.

Stop stitching ten vendors together. One REST endpoint returns a structured envelope: snapshot, narrative, events, citations, and confidence on every value. Streaming progress over SSE. SDKs not required.

Get an API keyRead the API reference

One call

Curl. Node. Python. Same shape.

Bearer auth, JSON in, structured envelope out. Per-field citations, source attribution, confidence scores. Re-run the same enrichment and the BE returns the cached envelope — free.

Five-minute getting started
# one call, every source
curl https://api.abm.dev/v1/enrichments \
  -H "Authorization: Bearer $ABMDEV_KEY" \
  -d '{
    "type": "company",
    "input": { "domain": "cowgills.co.uk" }
  }'

# response (excerpt)
{
  "snapshot": {
    "company": {
      "identity": {
        "company_name": {
          "value": "Cowgills Limited",
          "source": "companies_house",
          "confidence": 0.99,
          "citations": ["https://find-and-update..."]
        },
        ...
      }
    }
  }
}

Built for engineers who hate fixing other people's data

Honest defaults. No magic.

Structured envelopes.

Every leaf value is wrapped in a FieldEnvelope: value, source, confidence, citations, observed_at, conflicts. No bare strings, no inferring where data came from.

REST + SSE.

Standard JSON over HTTPS. Streaming progress events while the enrichment runs. No GraphQL, no proprietary SDK — fetch and an event-source listener get you there.

Citations on every value.

A URL, a timestamp, a source identifier. Every field. Audit trails, compliance, debugging — all free. Pre-trained that data should always carry where it came from.

Free re-runs.

Enrichments are content-addressed. Re-running on a person you've enriched recently returns the cached envelope at zero cost. Webhooks fire on every run.

Concepts

The model in three primitives.

Field envelopes

Per-field metadata: value + source + confidence + citations + as-of date. The protocol contract.

Research angles

Save 'how do we evaluate fit?' as a reusable angle. Run it on every enrichment automatically. Results land alongside the source data.

Destinations

Compose source + events + angles into the exact shape your CRM property wants. Constraints (max chars, integer, enum) enforced server-side.

Real data, on the first call.

Top-ups from £2.49. Same API, same response shape, same SDK code from your first call to your millionth.

Get an API keyTry the playground