B2B Data Enrichment and the KYC Workflow: What We Saw in the Clearbit Investment

Data enrichment started as a sales intelligence product. When we evaluated Clearbit in 2019 and 2020, the narrative the market told was about marketing automation, lead scoring, and account-based targeting. That narrative was accurate but incomplete. The companies using B2B data enrichment most intensively by 2020 were not sales teams — they were compliance and onboarding functions at fintechs and financial institutions who needed rapid company and counterparty verification at a scale and speed that traditional data sourcing could not match.

The reason is structural. Know-your-customer compliance requires assembling a verified picture of a business entity from public and proprietary sources: beneficial ownership, registered addresses, associated individuals, financial relationships, regulatory status. For decades, this was done manually or through expensive, slow data vendors designed for periodic large-batch compliance runs, not real-time onboarding flows. The growing speed of B2B commerce — especially in fintech and payments — created demand for enrichment that could operate within a user onboarding session, not a three-day compliance queue.

What we found at Clearbit was a product with genuine compliance utility built on top of what had been marketed as a sales tool. The underlying data infrastructure — real-time entity graph, firmographic enrichment, identity linking — was directly applicable to the KYC and counterparty diligence workflows that regulated financial companies run at scale. The compliance use case was pulling the product into financial services customers who would not have been found through the product's original positioning.

This pattern — a product built for one use case that turns out to have high-value compliance applications — is one we now look for explicitly. Regulated industries are data-intensive, and the compliance function within them is perpetually under-resourced relative to its obligations. Products that reduce the cost of compliance data assembly, even if they were not originally designed for that purpose, tend to find strong adoption in financial services, healthcare, and legal settings.