Naming a Dish Is the Easy Half: Structuring a Food Database That Actually Reflects a Country's Cuisine

Where New Patients Disappear: Funnel Analytics for Private Practices

Article · Victor Smushkevich · Sep 25

22 Strategies for International Harmonization of AI Regulations

AI rules are developing differently across borders, creating costly uncertainty for organizations. This article presents 22 practical strategies for aligning regulations, from shared risk standards to verified compliance and cross-border trials. It also includes insights from experts in the field to clarify what effective international cooperation can look like.

Q&A · Informatics Magazine · Sep 25

How Health Informatics Is Changing Physical Therapy Care

Article · Ihor Lavrenenko M.S. · Sep 25

From Model-Specific Pipelines to Reusable AI Infrastructure: A Practical Framework for Scaling Healthcare AI

Article · Lipsa Senapati · Sep 25

Set Clear Data Freshness Expectations and Handle Data Pipeline Outages Without Losing Trust

Data pipeline outages can destroy stakeholder confidence in minutes, but organizations that set transparent freshness expectations and respond with clear incident protocols maintain trust even when systems fail. Industry experts have developed proven frameworks that tie data service levels directly to business risk and implement protective measures that prevent bad data from reaching production tables. These strategies transform pipeline failures from trust-breaking events into manageable incidents with predictable resolution paths.

Q&A · Informatics Magazine · Sep 22

Analytics Request Triage: Intake Rules That Keep Data Teams Focused

Data teams drown in ad-hoc requests while critical work stalls. This guide presents seventeen practical intake rules that help analytics leaders separate signal from noise, drawing on frameworks used by practitioners who have built sustainable triage systems. Each rule includes specific criteria to filter requests, protect analyst time, and ensure every project ties to measurable business decisions.

Q&A · Informatics Magazine · Sep 21