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.
Insurance
Life Insurance Underwriting Acceleration: From 6 Weeks to 6 Days
Traditional life underwriting takes weeks because of medical exams and manual review. Accelerated programs use data and algorithms to skip most of that.
Basel IsmailApr 2, 2026
Insurance
AI for Insurance Fraud Detection: Real Patterns That Trigger Investigation
Insurance fraud detection AI looks for specific, data-driven patterns, not vague suspicion. The best models catch things adjusters cannot see.
Basel IsmailApr 2, 2026
Insurance
Policyholder Retention Prediction: Identifying Flight Risk 90 Days Early
AI can identify policyholders likely to leave at renewal 90 days in advance, giving retention teams time to intervene.
Basel IsmailApr 2, 2026
Insurance
Automated Policy Renewal Processing: Reducing Manual Touchpoints by 80%
Policy renewal processing involves dozens of manual steps that automation can handle, cutting touchpoints from 25+ to under 5.
Basel IsmailApr 2, 2026
Insurance
AI-Powered Insurance Customer Service: Handling 60% of Inquiries Without Agents
AI customer service in insurance handles routine inquiries at scale, but the key is knowing when to hand off to a human.
Basel IsmailApr 2, 2026
Insurance
Regulatory Compliance Monitoring Across 50 States Using AI
Insurance regulation varies wildly by state. AI tracks changes across all 50 states and flags requirements before deadlines hit.
Basel IsmailApr 2, 2026
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Insurance
How Insurtech Partnerships Are Reshaping Claims Processing for Regional Carriers
Regional carriers are partnering with insurtechs rather than building claims technology in-house, and the results are reshaping competitive dynamics.
Basel IsmailApr 2, 2026
Construction
How Small Commercial Contractors Start With AI Without Major Technology Investment
A 25-person commercial contractor can begin using AI tools for under $500/month, starting with estimation and scaling from there.
Basel IsmailApr 2, 2026
Construction
Equipment Telematics and AI: Predicting When Your Excavator Needs Service
AI applied to equipment telematics data predicts mechanical failures 2-3 weeks before they happen, cutting unplanned downtime by 35-45%.
Basel IsmailApr 2, 2026
Construction
AI for Bid Analysis: Evaluating Subcontractor Proposals at Scale
When 8 electrical subs bid a project, AI bid analysis tools compare scope coverage, pricing anomalies, and exclusion risks in minutes.
Basel IsmailApr 2, 2026
Construction
How AI Helps General Contractors Manage 50+ Subcontractors on Complex Projects
Managing dozens of subcontractors on a large project generates data overload. AI tools filter the noise and surface the coordination issues that matter.
Basel IsmailApr 2, 2026
Construction
Automated Submittal Tracking and Approval Workflow for Large Projects
AI submittal management tracks hundreds of submittals simultaneously, predicting approval bottlenecks and flagging items at risk of delaying procurement.
Basel IsmailApr 2, 2026
1,319 articles