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.
Manufacturing
How AI Predicts Gearbox Failures in Wind Turbine Manufacturing Equipment
Gearboxes in heavy manufacturing equipment fail expensively. AI combines vibration, oil analysis, and temperature data to predict failures months in advance.
Basel IsmailApr 9, 2026
Accounting tax
Client Retention Prediction: Which Accounts Are at Risk of Leaving
By the time a client tells you they are leaving, it is usually too late. AI retention models spot the warning signs months in advance, giving you time to save the relationship.
Basel IsmailApr 9, 2026
Law firms
How AI Assists With Water Rights and Natural Resources Regulatory Tracking
Water rights and natural resources law involves complex regulatory frameworks that vary by state and change frequently. AI helps law firms track regulatory developments and manage compliance across jurisdictions.
Basel IsmailApr 9, 2026
Healthcare
Automated Patient Portal Message Triage for Clinical Staff
Patient portal messages have become a major source of uncompensated clinical work. Automated triage systems now classify messages by urgency and type, routing them to the right staff member and flagging situations that need immediate attention.
Basel IsmailApr 9, 2026
Construction
How AI Manages Material Procurement Lead Times to Prevent Schedule Delays
Long lead items and volatile supply chains can derail a construction schedule. AI procurement tools track lead times dynamically and alert teams when procurement windows are closing.
Basel IsmailApr 9, 2026
Insurance
AI for Pet Insurance Claims: Veterinary Bill Review and Coverage Determination
Pet insurance is one of the fastest-growing insurance segments. AI automates veterinary bill review and coverage determination to handle the volume while keeping claims processing fast.
Basel IsmailApr 9, 2026
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Ecommerce retail
How AI Manages Wholesale vs DTC Channel Conflict With Smart Pricing Rules
Selling both wholesale and direct-to-consumer creates inherent pricing tension. AI manages this conflict with dynamic rules that protect wholesale relationships while maximizing DTC margins.
Basel IsmailApr 9, 2026
Logistics transportation
How AI Handles Accessorial Charge Validation for Detention, Layover, and Lumper
Accessorial charges for detention, layover, and lumper fees are among the most disputed line items in freight billing. AI validates these charges against actual event data, separating legitimate charges from billing errors.
Basel IsmailApr 9, 2026
Accounting tax
How AI Helps Firms Identify Cross-Selling Opportunities Across Their Client Base
Your existing clients need services you already offer but have never been asked about. AI analyzes client data to surface cross-selling opportunities that human intuition misses.
Basel IsmailApr 9, 2026
Manufacturing
Thermal Analysis AI for Electrical Panel Hotspot Detection
Loose connections and overloaded circuits in electrical panels create hotspots that precede fires and failures. AI thermal imaging catches these problems during routine scans.
Basel IsmailApr 9, 2026
Law firms
AI for Bond Offering Document Review and Red Flag Detection
Bond offerings involve complex disclosure documents with significant liability exposure. AI helps law firms review offering documents for completeness, consistency, and potential red flags.
Basel IsmailApr 9, 2026
Healthcare
How AI Handles Coordination of Benefits When Patients Have Multiple Payers
Patients with multiple insurance plans create billing complexity that frequently leads to claim denials, delayed payments, and patient confusion. AI systems now manage payer order determination, claim routing, and balance coordination automatically.
Basel IsmailApr 9, 2026
1,319 articles