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.

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Competitive intelligence

What Competitor Website Changes Reveal About Their Next Move

Pricing page updates, new landing pages, navigation changes. Every website update reflects a strategic decision. Here is how to read them.

Basel IsmailMar 18, 2026

Competitive intelligence

How to Identify Emerging Competitors Before They Become Threats

The competitor that disrupts your market is usually one you were not watching. Here is where to look and what signals indicate a new entrant is heading your way.

Basel IsmailMar 18, 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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Industry analysis

Retail Company Analysis in the Age of Omnichannel

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.

Basel IsmailMar 16, 2026

AI agents

What a Virtual AI Employee Actually Does All Day

A realistic look at how virtual AI employees spend their day, from morning email triage to overnight customer support across every communication channel.

Basel IsmailMar 16, 2026

Artificial intelligence

Why Most AI Implementations Fail and What Successful Ones Get Right

S&P Global shows 42 percent of AI initiatives were scrapped in 2025. Understanding why projects fail and what successful ones do differently is critical for any organization investing in AI.

Basel IsmailMar 15, 2026

Accounts payable

Invoice Processing Automation Saves More Than You Expect

Manual invoice processing costs $12-20 per invoice and takes an average of 17 days. Automation cuts the cost to $2-4 per invoice, reduces processing time to 3 days, and achieves 99.5% accuracy compared to 97-99% for manual entry.

Basel IsmailMar 15, 2026

Artificial intelligence

AI Readiness Assessment and What It Reveals About Your Organization

An AI readiness assessment evaluates your data infrastructure, process maturity, team skills, and culture to determine how prepared you are for AI adoption.

Basel IsmailMar 15, 2026

AI agents

Why Virtual AI Employees Need Their Own Communication Channels

Why giving AI employees their own phone numbers, email addresses, and messaging accounts matters for team integration, customer experience, and accountability.

Basel IsmailMar 14, 2026

1,319 articles