How investors, acquirers, and partners evaluate companies before making high-stakes decisions.

Due diligence
The VCs who are getting this right are not just collecting more data. They are building systematic processes for integrating alternative data into their decision-making.

Due diligence
The cost of doing due diligence well is a fraction of the cost of getting it wrong. The hidden costs make inadequate diligence far more expensive than most investors appreciate.

Company analysis
Competitive moats, by their nature, tend to be visible from the outside. A moat that only shows up in a spreadsheet is probably not much of a moat.

Business intelligence
The fundamental questions of acquisition due diligence have not changed. But the tools, scope, and speed of analysis have shifted dramatically.

Company analysis
A skilled analyst can build a credible investment thesis without any privileged access. The key is being systematic with the public information that is already available.

Company analysis
Revenue is just one proxy for budget capacity. Employee count, tech stack, office footprint, and funding history get you close enough to qualify and price deals with private companies.
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Due diligence
Companies routinely conduct thorough due diligence for acquisitions but often skip it for partnerships. That asymmetry creates avoidable risk when a partner turns into a liability.

Due diligence
The real skill in private company analysis is not reading what is presented to you. It is noticing what does not add up across multiple independent data sources.

Company analysis
Every domain name has a paper trail. Registration dates, ownership changes, historical snapshots. This internet archaeology provides context companies would never volunteer.

Artificial intelligence
New SEC transparency rules on AI adoption are reshaping how analysts build DCF models and compare peers. Here's what equity researchers need to know.

Advisory
Beyond financial metrics, advisory firms evaluate market position defensibility, integration complexity, culture compatibility, and key person dependency in target companies.

Company analysis
Financial statements measure outcomes. The qualitative signals that don't show up in any spreadsheet often tell you what's about to happen.
39 articles