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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Accounting tax

Automating Fixed Asset Depreciation Schedules Across Client Portfolios

Managing depreciation across 100+ clients with different methods, conventions, and tax rules. How automation prevents errors.

Basel IsmailApr 2, 2026

Law firms

AI for IP Portfolio Management: Tracking Renewal Deadlines Across Thousands of Patents

Managing renewal deadlines across a patent portfolio with thousands of assets in dozens of countries is a problem that scales beyond human capacity. AI portfolio management is becoming essential.

Basel IsmailApr 2, 2026

Law firms

How Real Estate Law Firms Automate Title Search and Closing Document Preparation

Title search and closing document preparation are the most time-consuming parts of real estate transactions. Automation is compressing both processes without sacrificing the thoroughness that real estate lawyers require.

Basel IsmailApr 2, 2026

Law firms

Immigration Law Document Automation: Processing H-1B Petitions at Scale

H-1B petition preparation is document-intensive, deadline-driven, and highly repetitive. Automation handles the assembly work so immigration attorneys can focus on strategy and compliance.

Basel IsmailApr 2, 2026

Law firms

Court Filing Deadline Management: How AI Prevents Malpractice-Level Mistakes

Missed court deadlines are the leading cause of legal malpractice claims. AI deadline management systems are closing the gaps that manual calendaring creates.

Basel IsmailApr 2, 2026

Law firms

Automated Conflict of Interest Checking Across Large Multi-Office Firms

Conflict checking at large firms is slow, incomplete, and depends on data quality that nobody trusts. AI-powered conflict systems are solving the mechanical problems so attorneys can focus on the judgment calls.

Basel IsmailApr 2, 2026

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Healthcare

Patient Communication Automation: Balancing Efficiency with the Personal Touch

Automated patient messaging handles routine communications at scale while preserving the personal interactions that build trust and loyalty.

Basel IsmailApr 2, 2026

Healthcare

Dental Practice Revenue Optimization: Where AI Finds the Missing 15%

Dental practices lose revenue to missed treatment acceptance, unbilled services, and fee schedule gaps. AI analytics identify where the money goes.

Basel IsmailApr 2, 2026

Healthcare

How Mental Health Practices Use AI to Handle Insurance Complexity

Mental health billing involves session-based codes, telehealth modifiers, and varying payer policies on session duration. AI keeps it straight.

Basel IsmailApr 2, 2026

Healthcare

Automating Workers Compensation Billing for Orthopedic Practices

Workers comp billing has unique rules around fee schedules, treatment guidelines, and reporting. Automation handles the complexity that trips up manual processes.

Basel IsmailApr 2, 2026

Healthcare

AI for Credentialing and Provider Enrollment: Months to Days

AI credentialing tools automate application assembly, primary source verification, and payer enrollment, cutting timelines from months to weeks.

Basel IsmailApr 2, 2026

Ecommerce retail

Warehouse Pick Path Optimization: How AI Reduces Walking Distance by 40%

Warehouse pickers spend 50-60% of their time walking between locations. AI-optimized pick paths cut that walking distance dramatically and boost throughput.

Basel IsmailApr 2, 2026

1,319 articles