
Early adopters of gen AI typically used ChatGPT, Microsoft Copilot, and similar SaaS tools that cost money but didn’t create undo infrastructure challenges. As companies scale up, however, those challenges are beginning to emerge.
Home » As AI scales, infrastructure challenges emerge



Another human capital management solution seems to hit the market every moment. This makes choosing the right HCM vendor increasingly important—and difficult.

A time and attendance audit in October catches holiday pay, overtime, and accrual settings before the first November payroll. Six settings, one week.

ACA reporting preparation starts in October. Check ALE status, measurement periods, offer codes, safe harbors, and the data fields that break 1095-C forms.

ACA reporting preparation starts in October. Check ALE status, measurement periods, offer codes, safe harbors, and the data fields that break 1095-C forms.

Open enrollment support for the first five days: who to staff, the daily election-data check, ticket triage, and the fix-or-communicate rule.

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