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
Automated Patient Payment Estimation at Time of Service
Real-time cost estimates at check-in combine eligibility data with fee schedules to give patients accurate out-of-pocket costs before treatment.
Basel IsmailApr 2, 2026
Healthcare
Clinical Documentation Improvement with AI: Reducing Physician Note Time by 40%
AI documentation tools cut physician note time from 16 minutes to under 10 while improving coding accuracy and completeness.
Basel IsmailApr 2, 2026
Healthcare
Revenue Cycle Automation: Where the Biggest Dollar Leaks Actually Are
Revenue leaks hide in eligibility gaps, missed charges, slow denials, and patient collection failures. Here is where automation recovers the most.
Basel IsmailApr 2, 2026
Healthcare
AI for Denial Management: Automatically Appealing the Right Claims
AI denial management systems prioritize appeals by recovery probability and dollar value, focusing staff effort where it yields the highest return.
Basel IsmailApr 2, 2026
Healthcare
Automated Charge Capture: Why Physicians Leave 30% of Revenue on the Table
Missed charges from undocumented services cost practices millions. AI charge capture tools close the gap between what is done and what is billed.
Basel IsmailApr 2, 2026
Law firms
AI for Statutory Research: Tracking Regulatory Changes Across 50 Jurisdictions
AI regulatory tracking tools monitor legislative changes across all 50 states in real time, alerting firms to changes that affect their clients within hours.
Basel IsmailApr 2, 2026
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Law firms
Automated Legal Research: How AI Finds Relevant Case Law in Seconds Not Hours
AI legal research tools surface relevant case law in seconds by analyzing semantic meaning rather than just matching keywords, with measurable time savings.
Basel IsmailApr 2, 2026
Law firms
AI for Privilege Review: Reducing False Positive Rates in Document Production
AI privilege review tools cut false positive rates from 35% to under 10%, preventing both inadvertent production and unnecessary privilege log bloat.
Basel IsmailApr 2, 2026
Law firms
Technology Assisted Review vs Linear Review: Real Cost and Accuracy Comparison
Side-by-side data from 12 litigation matters shows TAR consistently outperforms linear review on both cost and accuracy metrics.
Basel IsmailApr 2, 2026
Law firms
E-Discovery Cost Reduction: How Predictive Coding Saved a Firm $2.3 Million
Predictive coding reduced a 4.2 million document e-discovery review to manageable proportions, saving $2.3 million compared to linear review estimates.
Basel IsmailApr 2, 2026
Ecommerce retail
Competitive Price Monitoring Automation: Tracking 10,000 SKUs Across 20 Competitors
Manual competitor price checks cover maybe 200 SKUs weekly. Automated monitoring systems track your entire catalog across dozens of competitors in real time.
Basel IsmailApr 2, 2026
Ecommerce retail
Dynamic Pricing in Ecommerce: How AI Adjusts Prices 50,000 Times Per Day
AI-powered dynamic pricing engines process competitor data, demand signals, and inventory levels to adjust prices across thousands of SKUs continuously.
Basel IsmailApr 2, 2026
1,319 articles