Platform Data Foundation Data Enrichment
Data Foundation

Turn thin records into rich, decision-ready profiles

Append third-party signals and AI-derived attributes to every profile so segmentation, scoring, and personalization start from a complete picture.

250+
Appendable attributes
15+
Enrichment partners
AI
Derived traits
On-ingest
Real-time append
ENRICHMENT LAYERS

Four dimensions added to every profile

FirstHive layers context onto raw records automatically, so a bare email becomes a fully-rounded customer the moment it lands.

🧍
Demographic

Age, life stage, income band, household

🏢
Firmographic

Company, industry, role, seniority

🛰️
Behavioral

Engagement, recency, channel affinity

🎯
Intent

In-market signals & propensity cues

HOW IT WORKS

Context appended in the data plane

Enrichment runs inline during ingestion — no separate jobs, no waiting. Every downstream system sees the enriched record instantly.

Visitor #48213Anonymous
🕵️Base signalAnonymous device ID
🧍+ DemographicAge 32–40 · Urban
🛰️+ BehavioralBrowsed outdoor gear ×4
🏢+ FirmographicWorks at Brightcart Inc.
🎯+ IntentIn-market · High confidence
+ AI-derivedChurn risk: Low · New parent
🔗
Match to identity

Incoming records resolve to a golden profile before any attribute is appended.

Append & reconcile

Partner data and first-party signals merge with conflict rules and source-of-truth priority.

Derive with AI

Models infer traits — lifecycle stage, affinity, churn risk — that no external source can provide.

THE PIPELINE

From raw record to enriched profile

1
Ingest

A raw event or record arrives from any source, structured or not.

2
Match

It resolves to the right customer via the identity graph.

3
Append

Third-party and partner attributes are layered on with provenance tracked.

4
Derive

AI computes scores and traits the raw data could never express.

5
Activate

The enriched profile is instantly available to segments, journeys, and models.

DATA PARTNERS

Plug in best-in-class enrichment sources

DemographicsB2B firmographicsGeo & locationIntent providersCredit & riskInterest graphsCustom API
FAQ

Common questions

Does enrichment respect consent?

Yes. Every appended attribute inherits the profile's consent state. Suppressed or restricted profiles are never enriched with regulated data.

Can I bring my own data source?

Any partner or proprietary source connects through the universal enrichment API and is reconciled with the same provenance and priority rules.

How fresh are derived attributes?

AI-derived traits recompute continuously as new behaviour arrives, so scores never drift out of date.

Give every profile the context it deserves

See how FirstHive enriches records inline so your team always works from a complete customer picture.