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.
Ecommerce retail
How AI Optimizes Clearance Pricing to Maximize Revenue Recovery on End-of-Life Products
End-of-life inventory needs to be cleared, but the standard approach of blanket markdowns leaves money on the table. AI calculates the optimal markdown cadence and depth for each product to maximize total revenue recovery.
Basel IsmailApr 18, 2026
Logistics transportation
AI for Managing Multi-Stop Milk Run Delivery Routes in Urban Environments
Multi-stop milk run routes in urban areas involve complex constraints: tight delivery windows, limited parking, varied unloading requirements, and constantly changing traffic. AI plans and dynamically adjusts these routes to maximize stops per shift while meeting every customer commitment.
Basel IsmailApr 18, 2026
Manufacturing
How AI Handles Lot Traceability in Meat Processing Facilities
Meat processing traceability requirements are strict and the data is complex. AI automates lot tracking from receiving through processing to finished product for rapid recall capability.
Basel IsmailApr 18, 2026
Accounting tax
Automating Monthly Management Reporting Packages for Controller Services Clients
Monthly management reporting is valuable but time-consuming. Automation delivers consistent reports on time without consuming all your staff capacity.
Basel IsmailApr 18, 2026
Law firms
How AI Handles Maritime Law Document Review and Admiralty Compliance
Maritime law involves specialized regulatory frameworks and unique document types. AI tools adapted for admiralty practice help firms navigate the distinctive requirements of this practice area.
Basel IsmailApr 18, 2026
Healthcare
AI for Endoscopy Center Operations: Procedure Volume Forecasting and Prep Optimization
Endoscopy centers need to match staffing, equipment, and room availability to unpredictable procedure volumes. AI forecasting models now predict demand and optimize the prep-to-recovery workflow for maximum throughput.
Basel IsmailApr 18, 2026
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Construction
How AI Manages Multi-Family Residential Construction: Unit Turnover Scheduling
Finishing and turning over hundreds of residential units in a predictable sequence requires tight scheduling. AI optimization keeps the turnover pipeline flowing smoothly.
Basel IsmailApr 18, 2026
Insurance
AI for Parametric Insurance: Trigger-Based Automatic Payout Systems
Parametric insurance pays out based on objective triggers rather than assessed losses. AI monitors trigger events, validates parameters, and executes payouts automatically for faster disaster response.
Basel IsmailApr 18, 2026
Ecommerce retail
AI for Managing Multi-Brand Ecommerce Operations Under One Platform
Operating multiple ecommerce brands from a single platform creates efficiency but also complexity. AI manages the shared infrastructure while maintaining the distinct identity and strategy of each brand.
Basel IsmailApr 18, 2026
Logistics transportation
How AI Optimizes Fuel Purchasing Strategy Across Route Networks
Fuel is one of the largest variable costs in trucking, and fuel prices vary significantly by location. AI fuel purchasing optimization identifies the best fueling stops along each route, saving cents per gallon that add up to substantial fleet-wide savings.
Basel IsmailApr 18, 2026
Manufacturing
AI for Bakery Production: Ingredient Dosing Accuracy and Shelf Life Prediction
In bakery manufacturing, small dosing errors change taste and texture. AI monitors ingredient proportions in real time and predicts shelf life based on actual production conditions.
Basel IsmailApr 18, 2026
Accounting tax
How AI Automates Cost Segregation Studies for Commercial Real Estate Clients
Cost segregation studies deliver significant tax savings but are labor-intensive. AI makes them practical for a broader range of properties and clients.
Basel IsmailApr 18, 2026
1,319 articles