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.
Construction
Automated Progress Photography Organization and Comparison Reporting
Progress photographs tell the story of a construction project. AI organization tools make thousands of photos searchable, comparable, and useful for tracking progress over time.
Basel IsmailApr 22, 2026
Healthcare
Automated HEDIS Measure Compliance Tracking for Managed Care Quality Reporting
Managed care plans are evaluated on HEDIS measures, and provider performance directly affects plan ratings and payments. Automated systems track provider-level HEDIS compliance and close care gaps proactively.
Basel IsmailApr 22, 2026
Insurance
Automated Insurance Rate Filing Preparation and Submission
Rate filings require actuarial support, regulatory formatting, and careful documentation. AI automates the preparation and submission process to get rates approved faster and with fewer objections.
Basel IsmailApr 22, 2026
Construction
AI for Managing Multiple Union Trade Jurisdiction on Complex Projects
Union jurisdiction issues on complex construction projects can create costly work stoppages. AI tracking helps prevent jurisdictional disputes by monitoring task assignments against trade agreements.
Basel IsmailApr 22, 2026
Law firms
AI for Elder Law Practice Management: Benefits Eligibility Screening and Asset Protection Planning
Elder law involves navigating complex benefits eligibility rules and asset protection strategies. AI helps attorneys screen clients for benefits, model protection strategies, and manage compliance.
Basel IsmailApr 22, 2026
Healthcare
How AI Optimizes Group Visit Scheduling for Chronic Disease Management
Group visits for chronic disease management improve outcomes and generate revenue, but scheduling them requires coordinating patient availability, provider time, and clinical criteria. AI now optimizes group formation and scheduling.
Basel IsmailApr 22, 2026
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Insurance
How AI Handles Retroactive Insurance Coverage Determinations
Retroactive coverage questions arise when claims implicate policies from years past. AI analyzes historical policy data and applicable legal standards to resolve these complex coverage determinations.
Basel IsmailApr 22, 2026
Construction
How AI Handles Dispute Resolution Documentation for Construction Claims
Construction claims require exhaustive contemporaneous documentation. AI compiles the evidence from project records, organizing timelines and impacts that support or defend against claims.
Basel IsmailApr 22, 2026
Law firms
How AI Manages Complex Multi-Party Construction Lien Priority Analysis
Construction lien priority disputes involve analyzing filing dates, statutory requirements, and competing claims across multiple parties. AI helps attorneys navigate this complex analysis.
Basel IsmailApr 22, 2026
Healthcare
AI for Pulmonology Practice Revenue: PFT Billing and Sleep Study Documentation
Pulmonology practices depend heavily on diagnostic testing revenue from pulmonary function tests and sleep studies. AI ensures complete charge capture and proper documentation for these multi-component diagnostic services.
Basel IsmailApr 22, 2026
Insurance
AI for Managing Insurance Company Investment Portfolios
Insurance company investment portfolios are constrained by regulatory requirements and liability matching needs. AI optimizes portfolio management within these constraints to maximize risk-adjusted returns.
Basel IsmailApr 22, 2026
Construction
Automated Daily Construction Report Generation From Field Data
Daily construction reports are essential for documentation but tedious to write. AI generates accurate daily reports from field data sources, freeing superintendents to manage the work.
Basel IsmailApr 22, 2026
1,319 articles