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

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

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

Competitive intelligence
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.

Industry analysis
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.

Industry analysis
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.

Advisory
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.
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Industry analysis
The blending of physical and digital retail has created new analysis dimensions that traditional frameworks were not built to capture. A retailer closing stores might be getting healthier, not sicker.

Equity research
Commercial buildings waste 20-35% of their energy through static schedules and fixed setpoints. AI-driven optimization produces $110,000-$190,000 in annual savings for a typical 200,000 sq ft office.

AI underwriting
Full AI adoption among insurers jumped from 8% to 34% in a single year. Claims resolution time has dropped from 30 days to 7.5 days. The insurance industry is automating its core operations faster than most people realize.
33 articles