Practical writing on AI, automation and the day-to-day work of running a business. From the team that builds and runs AI systems.

Ecommerce retail
Companies that own multiple DTC brands have a unique opportunity to cross-sell between them. AI identifies which customers from Brand A are likely to also love Brand B, and manages the introduction carefully.

Logistics transportation
International shipments often combine ocean, air, rail, and truck segments. AI coordinates bookings across all modes, manages handoffs between carriers, and optimizes the overall transit time and cost of multi-modal movements.

Manufacturing
When production schedules change, purchase orders need to follow. AI automates the cascade from schedule changes to supplier orders, reducing delays and errors.

Accounting tax
Intercompany reconciliation is the bane of every consolidation process. AI automation matches transactions across entities in minutes instead of days, eliminating one of the biggest close bottlenecks.

Healthcare
Group practice compensation formulas based on productivity are complex and error-prone when calculated manually. Automated systems now track wRVUs, collections, and quality metrics in real time and calculate compensation accurately.

Law firms
Bid protests require rapid, thorough research of GAO and COFC precedent. AI helps government contracts attorneys research protest grounds and prepare filings faster.
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Construction
Owner direct purchase programs on tax-exempt projects save significant money on materials. AI manages the complexity of splitting purchases between owner and contractor without creating chaos.

Insurance
Legacy insurance policies buried in archives contain critical coverage information. AI document understanding extracts and structures this information at scale, making it accessible for modern operations.

Ecommerce retail
Knowing the likely return rate before you launch a product changes how you plan inventory, set pricing, and write product descriptions. AI predicts return rates based on product attributes and category data.

Logistics transportation
Importer Security Filing requirements add a documentation layer to ocean imports that must be completed 24 hours before vessel loading. AI automates ISF data collection and filing, preventing the late filings that trigger penalties.

Manufacturing
Choosing and monitoring contract manufacturers involves dozens of variables. AI consolidates quality, delivery, cost, and risk data into actionable performance scores.

Accounting tax
Manual review of general ledger transactions catches what you are looking for. Machine learning catches what you are not looking for, surfacing anomalies that would otherwise go unnoticed.
1,319 articles