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
How AI Manages Multi-Location Practice Financial Consolidation
Multi-location practices need consolidated financial reporting that rolls up data from every site while maintaining the ability to drill down into individual location performance. AI systems now automate this consolidation.
Basel IsmailApr 23, 2026
Insurance
How AI Streamlines Insurance Company Financial Reporting and Close
The monthly and quarterly financial close is a crunch period for insurance finance teams. AI automates the data assembly, reconciliation, and reporting that make the close process so labor-intensive.
Basel IsmailApr 23, 2026
Construction
How AI Monitors Concrete Batch Plant Quality and Delivery Timing
The quality and timing of concrete delivery affect both structural performance and schedule. AI monitoring tracks batch plant output and delivery logistics to prevent placement problems.
Basel IsmailApr 23, 2026
Accounting tax
How AI Handles Multi-Currency Bookkeeping for International Small Businesses
Multi-currency bookkeeping used to require a dedicated accountant who specialized in foreign exchange. AI tools now automate conversion tracking, reconciliation, and reporting for small businesses operating across borders.
Basel IsmailApr 23, 2026
Manufacturing
Predictive Maintenance for Industrial Chillers and Cooling Towers
Cooling equipment failures shut down production in hot weather when demand is highest. AI monitors refrigerant systems, water chemistry, and mechanical components to predict failures.
Basel IsmailApr 23, 2026
Manufacturing
How AI Detects Assembly Sequence Errors in Complex Product Manufacturing
Wrong assembly order causes rework and field failures. AI vision systems verify that each assembly step happens in the correct sequence before the product moves on.
Basel IsmailApr 23, 2026
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Manufacturing
AI for Wood Products Manufacturing: Lumber Grade Classification Using Vision Systems
Lumber grading has traditionally relied on human inspectors. AI vision classifies boards by grade in milliseconds based on knots, grain patterns, and defects.
Basel IsmailApr 23, 2026
Manufacturing
Automated First Article Inspection Reporting for Aerospace Suppliers
First article inspection reports take hours to compile manually. AI automates data collection, formatting, and compliance checking for AS9102 requirements.
Basel IsmailApr 23, 2026
Manufacturing
How AI Handles Statistical Process Control Chart Interpretation and Alerts
SPC charts generate patterns that indicate process shifts before parts go out of spec. AI interprets these patterns faster and more consistently than human chart readers.
Basel IsmailApr 23, 2026
Manufacturing
AI for Concrete Products Manufacturing: Mix Design Optimization and Strength Prediction
Concrete mix design balances strength, workability, durability, and cost. AI optimizes formulations and predicts actual strength from early-age test data and production conditions.
Basel IsmailApr 23, 2026
Healthcare
AI for Physical Medicine and Rehabilitation Billing: Functional Limitation Reporting
PM&R billing requires functional limitation reporting that documents the patient impairment, treatment goals, and progress. AI now automates the G-code and severity modifier documentation that CMS requires for outpatient therapy services.
Basel IsmailApr 22, 2026
Insurance
AI for Predictive Policyholder Behavior Modeling
Understanding how policyholders will behave, whether they will renew, file claims, or lapse, is essential for insurance business planning. AI predicts these behaviors with precision that transforms retention, pricing, and growth strategies.
Basel IsmailApr 22, 2026
1,319 articles