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
FCPA due diligence on international partners and agents is essential but time-consuming. AI automates background checks, risk scoring, and red flag identification across global transactions.

Healthcare
Urgent care operates on thin margins where staffing costs eat into revenue quickly. AI prediction models now forecast patient volumes by hour, enabling dynamic staffing that matches demand without overspending on labor.

Construction
Creating accurate as-built drawings is one of the least favorite tasks in construction. AI photogrammetry tools are automating the process using site photographs and point cloud data.

Insurance
Experience modification rates are the single most important pricing factor in workers compensation. AI automates the complex calculations and catches errors that cost employers and carriers money.

Logistics transportation
Hazmat classification errors are expensive and dangerous. AI systems automate the classification process using Safety Data Sheet analysis and regulatory database lookups, producing accurate documentation that satisfies DOT, IATA, and IMDG requirements.

Ecommerce retail
Chargebacks cost more than the refund amount. Between fees, lost merchandise, and operational overhead, preventing chargebacks is significantly cheaper than fighting them after the fact.
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Accounting tax
Engagement letters are a bottleneck that delays the start of every engagement. Automation eliminates the back-and-forth and gets signatures in days instead of weeks.

Manufacturing
Electric motors account for a huge share of industrial energy use and downtime. AI-based motor current signature analysis catches faults weeks before traditional methods would flag them.

Law firms
Whistleblower investigations demand thorough documentation and careful handling. AI helps law firms manage investigation workflows, organize evidence, and maintain defensible records.

Healthcare
Most practices negotiate payer contracts without truly understanding how proposed fee schedule changes will affect their revenue. Automated contract modeling simulates the financial impact of proposed terms before you sign.

Construction
Design-build projects generate massive document volumes with overlapping design and construction phases. AI document control keeps everything organized and accessible.

Insurance
D&O insurance underwriting requires predicting the likelihood of shareholder lawsuits. AI analyzes financial data, governance patterns, and market signals to assess this risk with new precision.
1,319 articles