ENRICHMENT AGENT

Every empty field filled, source by source.

Hand it a CSV, a list or a CRM segment and it resolves names to domains, then fills firmographics, technographics, funding, news, the buying committee and verified contacts through a waterfall of sources, paying only when a source answers, and reports coverage before and after.

POST /api/v1/agents/enrichmentINPUT · A CSV, LIST OR CRM SEGMENTCONSOLE · REST · MCP
⟨ WHAT IT READS. WHAT IT DOES. ⟩

Capabilities with the receipts.

Identity resolution first

company_to_domain · company_lookup · person_enrich

Names become domains, domains become company records, people become verified profiles, so every downstream field lands on the right entity.

Firmographics and technographics

company_lookup · tech_stack · web_footprint

Size, industry, location, revenue band and the technologies in production, resolved per company and written to the columns you already use.

Funding, news and relationships

funding_events · company_news · company_relationships

Rounds, investors, headlines and the partner, customer and vendor relationships around each company, attached with the date and the source.

Contacts and the buying committee

buying_committee · find_email · email_verify

The decision makers at each account, with emails found and verified in bulk and the committee mapped by role.

The waterfall over any list

list_enrich · list_get · run_code

The whole run over a persistent list, coverage per field computed exactly before and after, and the rows no source could resolve named honestly.

⟨ CAPABILITY RADAR ⟩AGENT: ENRICHMENT
DISCOVERENRICHSCOREVERIFYSIGNALSAUDIENCESPERSONALIZEDELIVER
⟨ MISSIONS IT RUNS ⟩

Described in plain language. Delivered end to end.

ENRICHMENT

Enrich a CSV end to end

Four thousand company names in a spreadsheet: resolve every domain, fill size, industry, stack and funding, and return the coverage report.

ONE MISSION · EVIDENCE ATTACHED
CRM

CRM backfill for scoring

Every HubSpot company missing employee count or industry, filled and written back as an approval batch.

ONE MISSION · EVIDENCE ATTACHED
COMMITTEE

Buying committee for a target list

For these eighty accounts, map the economic buyer, the champion and the technical evaluator with verified emails.

ONE MISSION · EVIDENCE ATTACHED

What comes back: The same list, fuller: every field with its source, coverage before and after, and the rows nothing could resolve listed plainly.

⟨ GOVERNED AUTONOMY ⟩

Autonomous where it earns it. Governed everywhere.

A hard cost cap on every run

Each run reserves budget before it executes and settles after - the cap is enforced by the ledger, never advisory.

Evidence behind every finding

Numbers come from tool output only, and every finding cites the capability that surfaced it.

Consequential actions wait

Anything that spends, publishes or reaches out routes through your approval policies before it moves.

Three ways to call it

The console for teams, the CLI in your terminal, REST with an API key, MCP inside your assistant - the same agent on the same meter.

⟨ THE ROSTER ⟩

Other AI Agents

⟨ DEPLOY THE ENRICHMENT AGENT ⟩

Give it the objective. Read the evidence.

Every workspace ships with all seven agents and the full data stack behind them. The first mission runs minutes after signup.