AI Data Enrichment

CRM data your team will actually trust.

Skydog designs AI-powered enrichment systems that clean what's broken, fill what's missing, and surface the signal your reps need — automatically.

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01 — Why enrichment matters

Bad data is the most expensive thing in your CRM.

Every stale account is a missed deal. Every blank field is a rep guessing. AI enrichment isn't a feature — it's the foundation everything else depends on.

Records that lie.

Half-empty accounts, missing firmographics, contacts who left two roles ago. Your team stops trusting the CRM — so they stop using it.

Signal you never see.

Hiring spikes, funding events, technographic changes, exec moves. The signal exists. It just never makes it to the rep in time to matter.

Enrichment that scales.

We design enrichment as a system — not a one-time backfill. Every new record arrives complete, scored, and routed to the right person.

02 — Use cases

Most common AI enrichment use cases.

The plays that turn enrichment from a database hygiene project into a pipeline engine.

Lead scoring & qualification

Score every inbound and outbound lead against your ICP using firmographic, technographic, and intent signal — automatically, the moment they enter your CRM.

Job change alerts

When a champion, buyer, or user moves to a new company, your reps know first. Old relationships become new pipeline.

Promotion alerts

When a contact gets promoted, budget often follows. Trigger plays the moment titles change inside your target accounts.

Social engagement

Surface LinkedIn posts, comments, and reactions from buyers and accounts you care about — so reps can engage with timing, not noise.

03 — The stack

Tools we work with.

We're tool-agnostic by principle — but Clay and Snapbrick earn their keep on nearly every engagement.

Clay

The waterfall enrichment standard.

We build Clay tables that combine 75+ data providers, AI research agents, and your own CRM signal — then push clean, scored, ready-to-action records straight into Salesforce or HubSpot.

Custom waterfalls per ICP segment
AI research agents for unstructured signal
Two-way sync into your CRM of record

Snapbrick

AI enrichment, native to Salesforce.

Snapbrick runs inside your Salesforce org — enriching accounts, contacts, and opportunities the moment they're created. No exports, no middleware, no broken syncs.