Company Analysis
Frameworks, techniques, and tools for evaluating businesses using public data, financial signals, and AI-powered diagnostics.
Accuracy
When AI Gets Company Analysis Wrong and How to Catch It
AI gets company analysis wrong in specific, predictable ways. Entity confusion, temporal errors, and source conflation produce polished output that looks correct but is not. Here is how to catch it.
Basel IsmailMar 21, 2026
Agencies
How Agencies Vet Potential Clients Before Signing Contracts
A bad client can cost more than they pay. The agencies that grow profitably vet potential clients with the same rigor clients use to evaluate agencies.
Basel IsmailMar 19, 2026
Advisory
How to Analyze a Professional Services Firm
Professional services firms are unusual because their primary assets walk out the door every evening. But the right indicators can reveal business health with unusual clarity.
Basel IsmailMar 17, 2026
Advisory
Why Business Coaches Need Better Company Data
Coaches working with small business owners often rely on the owner's narrative alone. Access to independent company diagnostics changes the coaching conversation entirely.
Basel IsmailMar 13, 2026
Company analysis
Private Company Analysis: Bridging the Information Gap
Analyzing private companies presents unique challenges due to limited public data. Discover strategies and tools for evaluating non-public companies with confidence.
Basel IsmailMar 6, 2026
Get the next article by email
One short email when something new goes up. Practical, no fluff, written by the people who build.
Free. Unsubscribe any time. Privacy policy89 articles