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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Construction

AI for Fleet vs Rental Equipment Decision Making Based on Project Pipeline

Owning versus renting construction equipment is a financial decision that depends on your project pipeline. AI analysis models the long-term economics to make better fleet decisions.

Basel IsmailApr 21, 2026

Insurance

Automated Insurance Education and Continuing Education Credit Tracking

Insurance professionals must maintain their education to keep their licenses current. AI automates the tracking, delivery, and reporting of continuing education requirements across jurisdictions.

Basel IsmailApr 21, 2026

Accounting tax

How AI Handles Foreign Currency Translation for International Clients

Foreign currency translation is mechanical but error-prone. AI automation ensures accuracy and handles the accounting for translation adjustments.

Basel IsmailApr 21, 2026

Accounting tax

Automating Payroll Tax Credit Calculations: WOTC, ERTC, and State Credits

Payroll tax credits are valuable but require careful calculation and documentation. AI automates the identification and computation across your client base.

Basel IsmailApr 21, 2026

Accounting tax

AI for Cannabis Industry Accounting: 280E Compliance and Cash Management

Cannabis accounting has unique challenges including Section 280E limitations and cash management. AI helps firms serve this underserved industry profitably.

Basel IsmailApr 21, 2026

Accounting tax

How Firms Automate Beneficial Ownership Information Reporting Under the CTA

The Corporate Transparency Act created a new reporting obligation. Automation helps firms manage BOI reporting across their client base without drowning in compliance.

Basel IsmailApr 21, 2026

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Accounting tax

AI for Retirement Plan Administration: 401k Audit Support and Compliance

Retirement plan compliance is specialized and recurring. AI streamlines the annual audit support and compliance testing that plan sponsors need.

Basel IsmailApr 21, 2026

Accounting tax

How AI Transforms Forensic Accounting: Pattern Detection in Financial Fraud Investigations

Forensic accounting requires finding patterns in massive data sets. AI detects anomalies and relationships that manual investigation would miss or take months to find.

Basel IsmailApr 21, 2026

Manufacturing

AI for Finished Goods Inventory Positioning Based on Demand Signals

Where you hold finished goods inventory determines how fast you can fill customer orders. AI positions stock across distribution points based on real demand signals, not just forecasts.

Basel IsmailApr 20, 2026

Law firms

Automated Native American Law Regulatory Compliance Monitoring

Native American law involves overlapping federal, tribal, and state regulatory frameworks. AI helps law firms track compliance requirements across these jurisdictions.

Basel IsmailApr 20, 2026

Healthcare

How AI Streamlines Medical Staff Office Operations in Hospital Systems

Hospital medical staff offices manage credentialing, privileging, peer review, and compliance for hundreds of physicians. AI automation handles the high-volume, deadline-driven work that these offices traditionally manage with spreadsheets and paper files.

Basel IsmailApr 20, 2026

Construction

How AI Handles Workers Compensation Experience Modification Rate Management

Your EMR affects insurance costs and bidding eligibility. AI safety and claims management tools help contractors maintain favorable experience modification rates through proactive risk management.

Basel IsmailApr 20, 2026

1,319 articles