FirmAdapt

Industry and Sector Analysis

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

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Artificial intelligence

How AI Agents Are Quietly Replacing the Equity Research Playbook in 2026

AI agents now monitor filings, sentiment, and earnings tone in real time. Here's how that changes equity research for everyone.

Basel IsmailMar 23, 2026

Advisory

Agentic AI vs. Reactive AI Tools: Which Fintech Platforms Actually Deliver Research Edge in 2026

A clear-eyed look at how proactive, agentic AI systems compare to reactive chatbots for equity research, and why hybrid tech stacks are winning.

Basel IsmailMar 22, 2026

Competitive intelligence

The Difference Between Competitive Intelligence and Corporate Espionage

Competitive intelligence is research, not espionage. Here is where the legal line sits and why staying well inside it produces better analysis than crossing it.

Basel IsmailMar 18, 2026

Industry analysis

How to Read a Construction or Real Estate Company's Health

Construction and real estate companies create an extensive trail of public records. Permit filings, lien databases, bonding capacity, and market data provide real-time intelligence about operational health.

Basel IsmailMar 17, 2026

Industry analysis

What Makes Fintech Companies Harder to Evaluate Than Banks

Fintech companies blend business models in ways that resist clean categorization. Trying to value the whole company using any single framework, whether bank or tech, will get you the wrong answer.

Basel IsmailMar 17, 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

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33 articles