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
Patient No-Show Prediction: How AI Fills 23% More Appointment Slots
Patient no-shows cost the US healthcare system $150 billion annually. AI prediction models identify high-risk appointments with 85% accuracy, enabling proactive interventions that fill 23% more slots and recover substantial lost revenue.
Basel IsmailApr 2, 2026
Logistics transportation
Dynamic Route Replanning: How AI Adjusts When a Driver Hits Unexpected Traffic
Static route plans fall apart the moment reality intervenes. AI-powered dynamic replanning watches conditions in real time and recalculates on the fly, keeping deliveries on schedule without burning extra fuel.
Basel IsmailApr 2, 2026
Healthcare
Prior Authorization Automation: Cutting 45-Minute Calls to 3-Minute Submissions
Prior authorization consumes 34 hours of physician time per week on average. AI-powered automation reduces submission time from 45 minutes to 3 minutes by auto-populating forms, matching clinical criteria, and routing through electronic channels.
Basel IsmailApr 2, 2026
Logistics transportation
How AI Route Optimization Reduces Delivery Fuel Costs by 18%
Fuel is the single biggest variable cost in delivery operations. AI route optimization attacks that cost directly, and the results are consistently in the 15-20% savings range. Here is how it works and why the math checks out.
Basel IsmailApr 2, 2026
Insurance
How AI Triages Auto Claims by Severity Before an Adjuster Sees Them
Not every fender bender needs the same urgency as a multi-vehicle pileup. AI triage systems are sorting auto claims by severity in seconds, routing the right claims to the right adjusters at the right time.
Basel IsmailApr 2, 2026
Law firms
AI Contract Review: How NLP Extracts Key Clauses From 500-Page Agreements in Minutes
A practical look at how natural language processing actually works when applied to long-form contracts, what it catches, where it still struggles, and why law firms are adopting it faster than anyone predicted.
Basel IsmailApr 2, 2026
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Ecommerce retail
AI Demand Forecasting for Seasonal Products: Getting Black Friday Inventory Right
Traditional forecasting methods miss seasonal demand spikes by 20-35%. Machine learning models that incorporate external signals cut that error rate significantly.
Basel IsmailApr 2, 2026
Ecommerce retail
Building a Tiered Customer Service System: When AI Handles vs When Humans Step In
The best ecommerce support teams use a three-tier system where AI handles routine work and humans focus on complex issues. Here is how to draw the lines.
Basel IsmailApr 2, 2026
Healthcare
Automating Insurance Eligibility Verification Before the Patient Arrives
Automated eligibility checks run 48 hours before appointments, catching coverage gaps and preventing claim denials at the front desk.
Basel IsmailApr 2, 2026
Insurance
First Notice of Loss Automation: What Happens in the First 60 Seconds Matters Most
The first minute after a policyholder reports a claim sets the tone for everything that follows. Here is how automation is compressing that window and why carriers who delay are paying for it.
Basel IsmailApr 2, 2026
Construction
Automated Rebar Estimation: Where AI Catches Missed Quantities in Structural Plans
AI rebar estimation tools are finding 8-12% more steel than manual takeoffs by catching details hidden across multiple drawing sheets.
Basel IsmailApr 2, 2026
Healthcare
Medical Coding Accuracy: Where AI Catches What Human Coders Miss
AI coding assistants identify missed specificity, unbundling errors, and laterality gaps that even experienced coders overlook under time pressure.
Basel IsmailApr 2, 2026
1,319 articles