Sector-specific evaluation frameworks for SaaS, healthcare, fintech, manufacturing, and other industries.

Data security
When your vendors use AI, their risks become your risks. Third-party AI risk management requires new vendor assessment approaches.

Artificial intelligence
Banks are moving AI from pilot programs to production systems, with 90% of financial institutions now using AI for fraud detection. The ones doing it well are pulling ahead in speed, loss rates, and customer experience.

Company analysis
A marketplace without network effects is just an intermediary. Analyzing marketplace businesses requires frameworks built for two-sided dynamics, liquidity measurement, and non-linear economics.

Data security
Regulation gets treated as a negative in most company analysis. But regulation also creates moats that are almost impossible to replicate through market competition alone.

Company analysis
You do not need to understand the mechanism of action of a drug to assess whether the company selling it is well-run. The business signals in healthcare are surprisingly accessible if you know where to look.

Due diligence
Manufacturing operations generate an enormous amount of publicly accessible data. The regulatory and compliance requirements that govern physical production create a paper trail that most analysts never bother to follow.
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Company analysis
Real cleantech leaves measurable traces, and greenwashing tends to fall apart under systematic scrutiny. The reliable approach is looking for consistency across multiple indicators.

Competitive intelligence
Industry benchmarks are only useful if you pick the right peers and the right metrics. Here is how to do both without fooling yourself.

Company analysis
Advertising spend is one of the clearest indicators of growth ambition. Between transparency tools and traffic platforms, you can build a detailed picture from the outside.

Enterprise AI
Recurring revenue forces SaaS businesses to earn their keep every month. That simple difference creates wildly divergent aging curves compared to traditional license-based software companies.

Artificial intelligence
A comparative look at the AI platforms helping independent investors detect mispricings, analyze filings, and track sentiment across broadening equity markets.

Artificial intelligence
AI productivity gains are spreading beyond tech into industrials and manufacturing. Fintech tools are helping investors find the mispricings before the market catches up.
33 articles