Pushing the Boundaries of AI in Deal Sourcing

At Inven, we’ve been building something that didn’t exist before: a deal sourcing platform that uses AI not as a feature add-on but as the core engine powering how private companies are found, understood, and evaluated.

This post shares what we’ve learned and where we’re going.

Why Scale Matters in Private Market Intelligence

Why does this matter? Our database covers over 28 million companies (millions more than other platforms), but scale alone isn’t the point. The point is that the private market is vast, fragmented, and largely invisible to traditional databases.

Most companies don’t file public financials. Most don’t appear in structured databases. Most only exist as a website, a registration record, and a handful of signals scattered across the web.

To find the right companies – the niche operators, the founder-led businesses, the companies that match a specific investment thesis – you need a system that can interpret what a company actually does, not just what category it says it belongs to.

What AI-Native Deal Sourcing Actually Means

AI-native means the AI isn’t a search filter or a summary layer on top of a static database. It’s how the database is built, how it’s updated, how search works, and how companies are qualified.

In practice, this means deal teams can describe what they’re looking for in plain language, input an example company and find similar businesses globally, see companies enriched with ownership, financial signals, and intent-to-sell indicators, and qualify large lists automatically through AI Screener.

Where We Are and Where We’re Going

We’re trusted by over 1,000 M&A teams across private equity, investment banking, corporate development, and venture capital. Customers consistently report sourcing 10x faster, finding more relevant targets, and cutting research time significantly.

We’re continuing to invest in coverage depth, multilingual intelligence, registry data integrations, and AI qualification capabilities – to give deal teams the most complete and reliable private market intelligence platform available.

Ready to see what AI-native sourcing looks like?

Book a demo and explore your target market with Inven.