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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Insurance

How AI Handles Multi-Year Insurance Program Renewals for Complex Risks

Renewing multi-year insurance programs for complex commercial risks involves months of preparation and coordination. AI streamlines the renewal process by automating data assembly, market analysis, and negotiation support.

Basel IsmailApr 20, 2026

Manufacturing

Automated Warehouse Slotting Optimization for Manufacturing Distribution

Where you put things in the warehouse determines how fast you can pick them. AI continuously re-slots inventory based on demand patterns, order profiles, and physical constraints.

Basel IsmailApr 20, 2026

Law firms

How AI Assists With Zoning and Land Use Application Preparation

Zoning applications require extensive documentation and analysis of local regulations. AI helps land use attorneys prepare applications more efficiently and identify potential issues early.

Basel IsmailApr 20, 2026

Healthcare

AI for Podiatry Practice Revenue: Diabetic Foot Care Billing Optimization

Diabetic foot care is a core revenue driver for podiatry practices, but the billing rules around routine foot care exclusions and diabetic exemptions are frequently misapplied. AI ensures correct coding and documentation for covered diabetic foot services.

Basel IsmailApr 20, 2026

Construction

Automated Bonding Capacity Management for Growing Construction Companies

Growing contractors often hit bonding capacity limits before they hit operational limits. AI financial management tools help firms manage the factors that determine their bonding ceiling.

Basel IsmailApr 20, 2026

Insurance

AI for Embedding Insurance Into Point-of-Sale Transactions

Embedded insurance integrates coverage offers directly into purchase experiences. AI determines the right coverage, prices it in real time, and manages the policy lifecycle without the buyer ever visiting an insurance website.

Basel IsmailApr 20, 2026

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Law firms

AI for Managing Corporate Governance Document Libraries

Corporate governance requires maintaining extensive document libraries including bylaws, board minutes, resolutions, and compliance policies. AI organizes and monitors these collections.

Basel IsmailApr 20, 2026

Healthcare

Automated Contract Termination Monitoring and Provider Network Updates

When a payer contract terminates or a provider leaves a network, the billing system needs to know immediately. Automated monitoring tracks contract status changes and cascades updates across scheduling, billing, and patient communication.

Basel IsmailApr 20, 2026

Insurance

Automated Insurance Complaints Management and Regulatory Response

Insurance complaints require careful handling to satisfy regulators and retain customers. AI automates complaint intake, classification, response generation, and trend analysis.

Basel IsmailApr 20, 2026

Construction

AI for Specialty Subcontractor Operations: Elevating Niche Construction Businesses

Specialty subcontractors face unique operational challenges that generic construction software ignores. AI tools tailored to specialty operations address the specific pain points of niche trades.

Basel IsmailApr 20, 2026

Law firms

Automated Legal Research Memos for Associates: Quality Control and Training

Junior associates need guidance on legal research quality. AI tools help firms maintain research memo quality standards while accelerating associate development.

Basel IsmailApr 20, 2026

Healthcare

How AI Detects and Resolves Duplicate Patient Records Across Systems

Duplicate patient records are a persistent data quality problem that creates clinical safety risks and billing errors. AI matching algorithms now identify duplicates with high accuracy and guide the merge process to preserve data integrity.

Basel IsmailApr 20, 2026

1,319 articles