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
AI for Rubber and Elastomer Manufacturing: Vulcanization Process Optimization
Vulcanization transforms raw rubber into durable products, but the process window is narrow. AI optimizes temperature and time profiles to achieve consistent cure across varying compound batches.
Basel IsmailApr 24, 2026
Manufacturing
Automated Production Line Changeover Sequencing Using Setup Matrix Optimization
When multiple products share a production line, the order of changeovers matters. AI finds the sequence that minimizes total setup time using historical changeover data.
Basel IsmailApr 24, 2026
Manufacturing
How AI Handles Customer Complaint Root Cause Analysis Using 8D Methodology
Customer complaints require structured investigation. AI accelerates the 8D process by analyzing complaint patterns, correlating with production data, and suggesting containment actions.
Basel IsmailApr 24, 2026
Manufacturing
AI for Textile Dyeing: Color Recipe Prediction and Shade Matching
Textile dyeing requires precise dye recipes that change with fiber lots and water chemistry. AI predicts recipes that hit target shades on the first attempt, reducing costly re-dyes.
Basel IsmailApr 24, 2026
Ecommerce retail
How AI Handles Product Photography Enhancement and Background Removal at Scale
Product photography used to require expensive studio setups and hours of manual editing. AI tools now handle background removal, color correction, and image enhancement for thousands of SKUs at a fraction of the cost.
Basel IsmailApr 23, 2026
Healthcare
AI for Emergency Medicine Coding: Complexity-Based E/M Level Assignment Accuracy
Emergency medicine E/M coding requires matching the documented complexity of each encounter to the correct level, and the fast-paced ED environment makes documentation inconsistencies common. AI now evaluates ED notes against coding criteria in real time.
Basel IsmailApr 23, 2026
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Construction
How AI Optimizes Construction Project Cash Flow and Payment Timing
Cash flow is the lifeblood of construction companies. AI financial tools forecast, monitor, and optimize the flow of money through projects to prevent the cash crunches that threaten contractor survival.
Basel IsmailApr 23, 2026
Ecommerce retail
AI for Subscription Box Curation: Predicting What Customers Want Before They Know
Subscription box companies live or die on curation quality. AI prediction models are now helping these businesses match products to individual preferences with surprising accuracy, reducing churn and boosting satisfaction.
Basel IsmailApr 23, 2026
Healthcare
Automated Patient Communication Preferences and Consent Management
Healthcare communication is subject to patient preferences, regulatory requirements, and consent obligations that vary by communication type and jurisdiction. Automated systems now manage preferences and consent across all communication channels.
Basel IsmailApr 23, 2026
Insurance
AI for Next-Generation Insurance Distribution Channel Optimization
Insurance distribution is fragmenting across agents, brokers, direct channels, embedded partnerships, and digital platforms. AI helps carriers optimize their multi-channel distribution strategy for growth and profitability.
Basel IsmailApr 23, 2026
Construction
AI for Managing Construction in Occupied Facilities Without Disrupting Operations
Renovating or expanding a building while it remains occupied requires meticulous planning to minimize noise, dust, and access disruptions. AI coordinates construction with ongoing facility operations.
Basel IsmailApr 23, 2026
Law firms
How AI Streamlines Probate Case Administration and Estate Settlement Documentation
Probate cases involve mountains of paperwork, strict deadlines, and coordination across courts, beneficiaries, and financial institutions. AI is helping law firms manage estate settlement more efficiently without missing critical filing dates.
Basel IsmailApr 23, 2026
1,319 articles