The result
The sourcing engine originated an opportunity worth more than $20 million. The firm then performed diligence and closed the deal.
This number describes the deal’s value. It is not a claim that the AI generated $20 million in revenue or profit.
The constraint
Finding a relevant opportunity is a different job from making an investment decision. A deal team needs a way to surface candidates and inspect the evidence without spending its attention on every possible match.
The work focused on the sourcing workflow: bringing the right opportunities and supporting information to the people who could evaluate them.
What changed
We built a sourcing engine that helped the team identify and review opportunities. The output supported the team’s judgment; it did not replace partner review or diligence.
Keeping that division clear matters. The system can find a candidate. The firm still owns the decision to pursue it, the diligence, the terms, and the close.
How to read the value
The documented outcome connects a system-originated opportunity with the deal the firm closed. We keep the headline focused on that sourced deal.
Deal value, operating savings, and staff capacity are separate measures. They should not be added together and described as realized profit.
Source: the engagement’s documented case record. The firm, contacts, deal details, and commercial terms remain private.
The lesson
Automate the work that brings a better opportunity to the decision-maker. Keep evidence and ownership visible at the point of review.
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