Frameworks, techniques, and tools for evaluating businesses using public data, financial signals, and AI-powered diagnostics.

Company analysis
Understanding the experience of buying from your competitor reveals gaps and opportunities that feature comparisons never surface. Here is how to map it.

Business intelligence
Business intelligence and company analysis are converging. Combining internal operational data with external market intelligence creates insights neither discipline provides alone.

Company analysis
A single letter grade or numerical score is a convenient way to summarize a company's ethical profile. It is also a dangerous oversimplification that can lead values-based investors to hold companies that violate their principles.

Company analysis
Strip away the activism, the branding, and the political arguments, and there is a practical question worth taking seriously: do companies that manage environmental, social, and governance factors well tend to be better long-term investments?

Company analysis
Companies will tell you they value their employees. The question is whether the data supports the claim. A surprising amount of information about how a company actually treats its workforce is publicly available if you know where to look.

Company analysis
Companies that pass strict compliance screens tend to exhibit characteristics that conventional quality investors also look for. Low debt, diversified revenue, strong governance. This overlap is not a coincidence.
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Company analysis
Before accepting a job offer, analyze the company like an investor would. Financial stability, growth trajectory, leadership quality, and competitive position all affect your career.

Company analysis
Every company leaves a strategic trail through job postings, patents, partnerships, and website changes. Here is how to read it.

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.

Company analysis
A company can grow revenue every quarter while simultaneously losing market share, eroding margins, and building a fundamentally weaker business. Here is how to spot the pattern.

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.
89 articles