Practical writing on AI, automation and the day-to-day work of running a business. From the team that builds and runs AI systems.

Insurance
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.

Manufacturing
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.

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

Healthcare
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.

Construction
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.

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

Healthcare
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.

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

Construction
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.

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

Healthcare
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.
1,319 articles