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.
Law firms
AI for Shareholder Activism Response: Analyzing Proxy Advisory Recommendations
When activist investors target a company, the legal response requires rapid analysis of proxy advisors and shareholder sentiment. AI helps corporate defense teams respond faster and more strategically.
Basel IsmailApr 18, 2026
Healthcare
Automated Provider Enrollment Status Monitoring Across All Payers
Provider enrollment lapses mean claims get denied and revenue stops. Automated monitoring systems now track enrollment status across every payer and alert practices before lapses occur.
Basel IsmailApr 18, 2026
Construction
Automated Marine Construction Planning: Tidal and Weather Window Optimization
Marine construction depends on tides, weather, and sea conditions. AI planning tools identify optimal work windows and sequence activities to maximize the limited periods when work can proceed.
Basel IsmailApr 18, 2026
Insurance
Automated Insurance Data Quality Monitoring and Cleansing
Bad data costs insurance carriers money in every part of their operation. AI continuously monitors data quality and fixes issues before they affect underwriting, claims, and financial reporting.
Basel IsmailApr 18, 2026
Ecommerce retail
Automated Customer Feedback Loop From Reviews to Product Development
Customer reviews contain product improvement ideas that most brands never act on. AI extracts actionable insights from review data and feeds them directly into the product development process.
Basel IsmailApr 18, 2026
Logistics transportation
Automated Vehicle Inspection Report Digitization and Fleet Compliance Dashboard
Paper vehicle inspection reports create a compliance paper trail that is hard to manage and impossible to analyze. AI digitizes inspections and feeds the data into compliance dashboards that show fleet health at a glance.
Basel IsmailApr 18, 2026
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Due diligence
Legal Industry AI for Document Review and Contract Analysis
92% of legal professionals now use at least one AI tool daily. Contract AI usage among in-house teams has nearly quadrupled since 2024. The legal industry's relationship with technology is changing fast.
Basel IsmailApr 18, 2026
Advisory
AI in Professional Services Firms and Consulting
Gartner estimates 40% of consulting tasks are automatable. Tools like McKinsey's Lilli can already handle roughly 80% of a junior analyst's typical research and slide work. The economics of consulting are shifting.
Basel IsmailApr 18, 2026
Artificial intelligence
Real Estate and Property Management AI Applications
AI property valuation models now achieve median error rates as low as 2.8%, and 63% of property companies report revenue increases with AI integration. The industry is being reshaped from valuation to tenant management.
Basel IsmailApr 18, 2026
Artificial intelligence
Logistics and Supply Chain AI for Cost Reduction
McKinsey reports that AI in supply chain operations cuts logistics costs by 5-20%. UPS's ORION system processes 30,000 route optimizations per minute. The savings are real, documented, and compounding.
Basel IsmailApr 18, 2026
Artificial intelligence
Education and Training Organizations Using AI for Scale
Students in AI-powered learning environments achieve 54% higher test scores. AI tools now auto-grade 48% of all multiple-choice assessments in U.S. public schools. Education is scaling without proportionally growing staff.
Basel IsmailApr 18, 2026
Business intelligence
What the Next 18 Months of Enterprise AI Will Look Like
Enterprise AI is in a peculiar phase. The technology is advancing faster than most organizations can absorb it, but the gap between pilot projects and production deployments remains stubbornly wide. The next 18 months will determine which organizations bridge that gap.
Basel IsmailApr 18, 2026
1,319 articles