AI-powered enrichment

Verified work emails, in one waterfall.

An AI agent descends a five-tier cascade — free signals first, paid vendors only when nothing cheaper resolves. The AI judges, ranks, and learns every domain.

★★★★★ 4.9 from pilot users200 rows/mo free tier0 credit card required
5
Tiers
20+
Signal modules
0
Vendor lock-in
142ms
Median latency
Signals our AI judge fuses on every row
NPPESIRS 990SEC EDGARLinkedInMX fingerprintGitHubORCIDGravatarCommonCrawlHIBPEmailRepcrt.shGreenhouseLeverAshbyarXivHackerNewsStack OverflowKeybaseNPMPyPIArchive.orgNPPESIRS 990SEC EDGARLinkedInMX fingerprintGitHubORCIDGravatarCommonCrawlHIBPEmailRepcrt.shGreenhouseLeverAshbyarXivHackerNewsStack OverflowKeybaseNPMPyPIArchive.org
Why it works

Three forces that make the AI get smarter as you use it.

Each one cuts cost on a different axis. Together they make every successive call cheaper, more accurate, and more compliant.

AI

AI as judge

An LLM fuses dozens of weak signals into one ranked candidate. Used for disambiguation, never generation.

Domain memory

The AI learns each domain pattern. Future requests skip the expensive tiers entirely.

Compliance built-in

Every source carries a T0–T3 legal-risk class. Customers cap the ceiling. GDPR posture without code changes.

Verified contacts. Powered by AI.

Pilot access is open. Bring a LinkedIn URL, a domain, or just a name — the AI agent runs the cascade and returns a verified email.