Lead enrichment that reads the LinkedIn, not just the CSV.

Those return fields. Claude returns context. It reads what the contact has been writing, what the company has been doing, what the prior interactions with your team looked like — and synthesizes it into the paragraph an AE would draft on a flight before the call.

Yes — it reads from your existing source (Apollo, ZoomInfo, Clearbit, Clay) as the firmographic base, and adds the synthesis layer on top. You don't lose any fields you already track.

The agent re-checks high-priority leads on a configurable cadence (typically every 30 days). When it spots a job change, funding round, or significant news, it updates the record and notifies the deal owner.

Yes. Batch mode runs at the rate-limit floor of your underlying enrichment provider. Claude's synthesis layer is the slower step, so plan ~$0.04–0.08 per record at production volume.

The agent uses your local-language sources (Xing for DACH, OpenWork for Japan, regional press) and tells you when the underlying data is sparse instead of fabricating context. Sparse-input notes show up explicitly in the output.