FirmAdapt

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.

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Manufacturing

AI for Steam System Optimization in Paper and Chemical Manufacturing

Steam systems in process plants waste 15-30% of their energy through leaks, poor trap maintenance, and suboptimal pressure management. AI finds and quantifies these losses.

Basel IsmailApr 15, 2026

Healthcare

How AI Streamlines Workers Comp Documentation for Occupational Health Clinics

Workers compensation documentation has unique requirements that differ from standard medical records. AI systems now guide clinicians through the specific documentation elements that workers comp claims require.

Basel IsmailApr 15, 2026

Law firms

Automated Filing Fee Calculation and Court Requirement Compliance

Court filing requirements vary by jurisdiction and case type. AI helps law firms calculate fees, verify filing requirements, and avoid costly errors in court submissions.

Basel IsmailApr 15, 2026

Construction

Automated Equipment Utilization Reporting and Idle Time Detection

Construction equipment sitting idle costs money whether you own it or rent it. AI utilization reporting identifies underused machines and opportunities to optimize your fleet.

Basel IsmailApr 15, 2026

Accounting tax

Xero vs QuickBooks Online: Where AI Plugins Add the Most Value

Xero and QuickBooks Online both have growing AI plugin ecosystems. The value each delivers depends on where your clients need the most help.

Basel IsmailApr 15, 2026

Insurance

How AI Predicts Natural Catastrophe Losses Using Climate Models

Climate models are becoming increasingly important for insurance catastrophe planning. AI integrates climate science into loss prediction, helping carriers prepare for a changing risk landscape.

Basel IsmailApr 15, 2026

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Ecommerce retail

How AI Manages Product Assortment Optimization by Store Location

Not every store should carry the same products. AI analyzes local demographics, sales patterns, and competitive landscapes to recommend the optimal assortment for each location.

Basel IsmailApr 15, 2026

Logistics transportation

AI for Broker-Carrier Relationship Scoring and Preferred Lane Matching

Freight brokers work with thousands of carriers but only a fraction are ideal for any specific load. AI scores carrier relationships and matches carriers to their preferred lanes, improving acceptance rates and service quality.

Basel IsmailApr 15, 2026

Manufacturing

How AI Monitors Water Usage and Detects Leaks in Manufacturing Facilities

Manufacturing uses enormous amounts of water for cooling, cleaning, and processing. AI monitors consumption patterns and detects leaks that waste water and money.

Basel IsmailApr 15, 2026

Healthcare

AI for Neurology Practice Management: EEG and EMG Coding Optimization

Neurology practices frequently underbill for complex neurodiagnostic studies because the coding is intricate and the documentation requirements are specific. AI now ensures that every billable component of EEG and EMG studies is captured and coded correctly.

Basel IsmailApr 15, 2026

Law firms

How AI Handles Legal Translation and Multilingual Document Review

International legal work often involves documents in multiple languages. AI translation tools help law firms process foreign-language documents efficiently without sacrificing accuracy.

Basel IsmailApr 15, 2026

Construction

AI for Concrete Pump Scheduling and Placement Optimization

Concrete pumping operations require careful coordination of pump placement, pipeline routing, and pour sequencing. AI optimization reduces setup time and improves pour efficiency.

Basel IsmailApr 15, 2026

1,319 articles