Informatics Magazine - Data Science Articles & News

In [2]

7 Ways to Integrate Legacy Systems with Serverless Components

Modernizing infrastructure without breaking critical workflows requires a clear strategy and careful execution. This article outlines seven proven methods for connecting legacy systems to serverless architectures, featuring insights from engineers who have successfully completed these migrations in production environments. Each approach addresses specific integration challenges while maintaining system reliability throughout the transition.

Q&A · Informatics Magazine · Sep 17

In [4]

Data Pipeline Outages: How Leaders Choose Between Fast Fixes and Accurate Reports

Data pipeline failures force leaders to decide whether to restore service quickly or wait for complete accuracy, a choice that can reshape trust across an organization. This article draws on expert guidance to reveal eleven practical strategies that help teams handle outages without compromising transparency or control. Readers will learn how to prepare escalation protocols, communicate risks clearly, and maintain stakeholder confidence even when systems break.

Q&A · Informatics Magazine · Sep 15

In [5]

Tame Shadow Analytics While Preserving Team Autonomy

Shadow analytics quietly undermines data integrity across organizations, creating costly discrepancies when teams rely on competing versions of the same metrics. This article examines practical strategies to bring unofficial reporting into alignment with enterprise standards, drawing on insights from data governance experts and operations leaders. Readers will discover how to balance centralized oversight with the flexibility teams need to solve problems quickly.

Q&A · Informatics Magazine · Sep 14

In [6]

Analytics Request Triage: Intake Rules That Keep Data Teams Focused

Executed this week

Your worst data quality problem is the one that never throws an error

7 Ways to Integrate Legacy Systems with Serverless Components

Access Is Architecture — and It's the Best Data Problem in Healthcare

Data Pipeline Outages: How Leaders Choose Between Fast Fixes and Accurate Reports

Tame Shadow Analytics While Preserving Team Autonomy

The Human Factor in Health Informatics and Technology

Questions in the queue

Analytics Request Triage: Intake Rules That Keep Data Teams Focused

Executed this week

Your worst data quality problem is the one that never throws an error

7 Ways to Integrate Legacy Systems with Serverless Components

Access Is Architecture — and It's the Best Data Problem in Healthcare

Data Pipeline Outages: How Leaders Choose Between Fast Fixes and Accurate Reports

Tame Shadow Analytics While Preserving Team Autonomy

The Human Factor in Health Informatics and Technology

Questions in the queue