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Enterprise B2B go-to-market (GTM) teams don’t struggle because they lack tools. They struggle because their customer data lives everywhere, but doesn’t work correctly anywhere.

CRM. Marketing automation. Enrichment vendors. Intent platforms. Sales engagement. Data warehouses. Acquired company databases. Regional instances.

Each system holds a piece of the puzzle but none of them independently point towards the same truth. When customer data is fragmented, siloed, and static, the consequences surface exponentially.

Here’s what that really looks like inside an enterprise GTM organization.

For a long time, data governance lived in the background of the business.

It sat inside IT. Sometimes legal. Occasionally security... It was something you needed for compliance audits, privacy policies, and system hygiene, but it rarely gets associated with pipeline creation or revenue performance. If anything, governance was seen as something that slowed go-to-market teams down. It was an approval layer or process hurdle that prevented a campaign from launching this week.

But that mental model was built for a very different GTM environment than the one enterprise revenue teams are operating in right now.

Modern go-to-market teams are swimming in data – firmographics, technographics, intent signals, engagement scores, and countless enrichment sources.

But here’s the truth: more data doesn’t automatically make your business smarter. It often just makes it messier.

When multiple data vendors, enrichment tools, and APIs are all trying to update the same record, the result is chaos – inconsistent fields, conflicting values, duplicates, and manual clean-up that never ends.

That’s where waterfall logic becomes a game-changer.