FirmAdapt

Field notes on AI in business

Practical writing on AI, automation and the day-to-day work of running a business. From the team that builds and runs AI systems.

Free. Unsubscribe any time. Privacy policy

Value investing

Value Investing in the AI Age: How Traditional Methods Still Apply

Value has lagged growth for over a decade, but the math still holds across full cycles. Here is how to run Graham and Dodd with modern AI tools.

Basel IsmailJul 7, 2026

AI agents

Agentic AI in Business Operations: What Actually Ships in 2026 vs What Demos Well

Gartner expects 40% of enterprise apps to embed AI agents by end of 2026. Here's which agent use cases actually run in production, and a checklist for buyers.

Basel IsmailJul 7, 2026

Small cap

Small-Cap Company Analysis: Challenges and Methods When Analyst Coverage Is Zero

How to analyze small-cap companies with zero analyst coverage: reading filings nobody reads, building your own estimates, and sizing for thin liquidity.

Basel IsmailJul 7, 2026

Debt analysis

How to Evaluate a Company's Debt Structure and Refinancing Risk

A practical guide to reading a company's debt footnote: maturity schedules, fixed versus floating exposure, covenants, revolver capacity, and refinancing risk.

Basel IsmailJul 7, 2026

Supply chain

How to Analyze a Company's Supply Chain Risk Using Public Disclosures

A practical guide to reading supply chain risk out of 10-Ks: supplier concentration, geographic exposure, inventory footnotes, and cash cycle signals.

Basel IsmailJul 7, 2026

Earnings calls

The Art of Reading Between the Lines in Earnings Call Transcripts

How to decode management language on earnings calls: confidence signals, hedging patterns, dodged questions, and the tone shifts that precede results.

Basel IsmailJul 7, 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 policy

Working capital

How Working Capital Trends Reveal a Company's Operational Health

A practical guide to reading DSO, DIO, DPO, and the cash conversion cycle so you can spot operational trouble quarters before it reaches earnings.

Basel IsmailJul 7, 2026

Embedded finance

The Rise of Embedded Finance Analytics in Non-Financial Companies

Retailers, SaaS companies, and manufacturers are building bank-grade financial analytics into daily operations. Why it's happening and how to spot it in filings.

Basel IsmailJul 7, 2026

Financial dashboard

Building a Real-Time Financial Monitoring Dashboard for Any Public Company

A practical guide to building your own company monitoring dashboard with SEC EDGAR filings, free market data, and Python, without the terminal price tag.

Basel IsmailJul 6, 2026

Valuation

Why Comparing Companies Across Industries Using P/E Ratios Misleads Investors

P/E ratios differ across industries for structural reasons. Here is why cross-sector comparisons mislead investors and which valuation metrics work better.

Basel IsmailJul 6, 2026

Company analysis

Building a Company Analysis Framework from Zero Using Public Data

A step-by-step framework for analyzing any company with free public data: SEC filings, proxy statements, FRED, court records, and the ratios that matter.

Basel IsmailJul 6, 2026

Mda

What Management Discussion and Analysis Sections Actually Reveal About Company Strategy

Most investors skip the MD&A. Here is how to read it in fifteen minutes: what to skim, what to compare year over year, and the red flags that actually matter.

Basel IsmailJul 6, 2026

1,319 articles