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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Law firms

AI for Labor and Employment Compliance Monitoring Across Multi-State Employers

AI compliance monitoring helps employment lawyers track and manage the constantly changing labor laws across all 50 states for multi-state employer clients.

Basel IsmailApr 5, 2026

Accounting tax

How Firms Automate R&D Tax Credit Calculations Across Client Portfolios

R&D tax credits are lucrative but painful to calculate. Automation turns a multi-week documentation project into a streamlined process that scales across your entire client base.

Basel IsmailApr 5, 2026

Law firms

Automated Government Contract Compliance Documentation

Government contracts come with strict compliance requirements. AI tools help law firms track regulatory obligations, manage documentation, and avoid costly compliance failures.

Basel IsmailApr 5, 2026

Healthcare

AI for Behavioral Health Billing: Navigating Session-Based vs Time-Based Codes

Behavioral health billing is uniquely complicated because the same therapy session can be coded based on session type or time spent. AI systems now parse documentation to select the right code structure automatically.

Basel IsmailApr 5, 2026

Construction

AI for Critical Path Analysis: Finding Schedule Vulnerabilities Others Miss

AI-driven critical path analysis goes beyond traditional CPM scheduling by identifying hidden dependencies and fragile activity sequences that threaten project timelines.

Basel IsmailApr 5, 2026

Insurance

How AI Handles Multi-Vehicle Accident Claims Coordination

Multi-vehicle accidents create a web of overlapping liability, coverage, and subrogation questions. Here is how AI untangles them faster than any manual process could.

Basel IsmailApr 5, 2026

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Logistics transportation

AI for Drug and Alcohol Testing Compliance Management

Managing drug and alcohol testing compliance across a fleet involves tracking random selection pools, follow-up testing schedules, and mountains of documentation. AI automates the administrative burden while ensuring nothing falls through the cracks.

Basel IsmailApr 5, 2026

Ecommerce retail

Automated Customer Service Escalation Prediction: Routing Complex Issues Before Frustration

By the time a customer is frustrated enough to demand a manager, the damage is done. AI can predict which support tickets will escalate and route them to senior agents from the start.

Basel IsmailApr 5, 2026

Accounting tax

How AI Automates Audit Workpaper Preparation and Review

Audit workpaper preparation consumes 60% of engagement hours. AI cuts that in half by automating data extraction, testing, and documentation.

Basel IsmailApr 5, 2026

Law firms

Automated Trust and Estate Document Preparation for Wealth Management Clients

AI-powered document automation helps trusts and estates practitioners prepare complex estate planning documents more efficiently while reducing errors.

Basel IsmailApr 5, 2026

Accounting tax

AI for Tax Planning Scenarios: Running What-If Analysis in Minutes Not Days

Tax planning used to mean spreadsheets, late nights, and a lot of guesswork. AI-driven what-if analysis lets firms model dozens of scenarios in the time it used to take to run one.

Basel IsmailApr 5, 2026

Healthcare

Automated Physician Credentialing Verification for Multi-State Practices

Multi-state practices face a credentialing maze that buries admin teams in paperwork. Automated verification systems now handle primary source checks, license monitoring, and re-credentialing timelines across every state a provider operates in.

Basel IsmailApr 5, 2026

1,319 articles