Testing the commercial case behind a live software transaction

The situation

A private equity team was evaluating a software asset under a compressed transaction timeline.

The investment thesis depended on several assumptions holding at the same time: that the addressable market was sufficiently durable, that customer demand was not being overstated, that the company's competitive position could support continued growth, and that management's forward assumptions were grounded in observable market evidence.

The team had access to management materials, market data, customer information, and external research, but needed those inputs converted into a clear commercial view that could withstand scrutiny at investment committee.

The challenge was not a lack of information. It was determining which evidence actually mattered to the investment decision.

The work

Lunon structured the engagement around the core commercial questions behind the deal. The work combined bottom-up market assessment, competitor mapping, customer and demand-signal analysis, review of market growth assumptions, testing of the company's positioning and differentiation, evaluation of key growth drivers and risks, and explicit mapping of findings back to the investment thesis.

Rather than producing disconnected research workstreams, each analysis was tied to a specific investment assumption.

Where evidence supported the thesis, that support was made explicit. Where the evidence was mixed, the uncertainty was isolated. Where an assumption did not hold, the implication for the investment case was clearly identified.

What changed

The investment team entered IC with a structured commercial view of the transaction.

The final recommendation made clear which parts of the thesis were supported by evidence, which assumptions remained uncertain, where the principal commercial risks sat, and which issues were material enough to affect the investment decision.

The result was not simply more research. It was a defensible commercial answer built around the decision the team needed to make.