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.
Healthcare
Automated Referral Leakage Detection in Hospital Systems
When patients are referred outside the health system for services available internally, the lost revenue adds up fast. Automated referral leakage detection identifies these patterns and helps health systems retain referrals.
Basel IsmailApr 12, 2026
Law firms
AI Adoption at Am Law 200 Firms: What Technology Committees Are Actually Implementing
Large firms are moving past pilot programs and actually deploying AI across practice groups. Here is what technology committees are prioritizing and what the early results look like.
Basel IsmailApr 12, 2026
Insurance
How AI Handles NAIC Statutory Reporting Automation
NAIC statutory reporting is the cornerstone of insurance regulatory compliance. AI automates the complex data assembly, cross-referencing, and validation that these filings demand.
Basel IsmailApr 12, 2026
Construction
How AI Handles Prequalification Questionnaire Response Preparation
Prequalification questionnaires for construction projects are repetitive, time-consuming, and critical for getting on bid lists. AI accelerates the response process significantly.
Basel IsmailApr 12, 2026
Ecommerce retail
Automated Shipping Label Generation and Carrier Selection Optimization
The carrier you choose for each shipment directly affects delivery speed, cost, and reliability. AI selects the optimal carrier for each order based on dozens of factors, saving money while improving delivery performance.
Basel IsmailApr 12, 2026
Logistics transportation
AI for Carbon Footprint Calculation Per Shipment and Route
Measuring the carbon footprint of your logistics operations is no longer optional. AI calculates emissions at the shipment level using actual transportation data, giving you accurate numbers for sustainability reporting and reduction planning.
Basel IsmailApr 12, 2026
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Manufacturing
How AI Optimizes Just-In-Time Delivery Scheduling With Supplier Lead Times
Just-in-time delivery sounds simple but requires balancing dozens of supplier lead times against unpredictable demand. AI makes JIT actually work without constant firefighting.
Basel IsmailApr 12, 2026
Accounting tax
How Solo Practitioners Use AI to Compete With Mid-Size Firms
Solo practitioners can now deliver services that used to require a team of ten. AI levels the playing field by handling the volume and complexity that previously demanded more headcount.
Basel IsmailApr 12, 2026
Healthcare
AI for Dental Insurance Verification: Predicting Coverage Before the Patient Sits Down
Dental insurance verification is notoriously time-consuming because dental plans have unique benefit structures that standard medical eligibility checks do not cover. AI now predicts coverage details including remaining annual maximums and frequency limitations.
Basel IsmailApr 12, 2026
Law firms
How Solo Practitioners Use AI to Handle Complex Litigation
Solo practitioners are using AI to take on complex cases that would have been impossible without a larger team. Here is how AI levels the playing field for smaller practices.
Basel IsmailApr 12, 2026
Insurance
Automated Compliance Reporting for State Insurance Department Filings
Insurance carriers must file dozens of reports with state regulators annually. AI automates the data collection, validation, and submission process to ensure accuracy and meet deadlines.
Basel IsmailApr 12, 2026
Construction
Automated Public Project Bid Opportunity Monitoring and Qualification Assessment
Finding and qualifying public construction bid opportunities is a full-time job. AI monitoring tools scan bid databases and assess fit before your team spends time on pursuit.
Basel IsmailApr 12, 2026
1,319 articles