# Research & Technical Insights

In-depth research from IONATE's engineering team on legacy modernization, cloud-native security, AI/ML architecture, and infrastructure strategy.

## AI / ML & Security

### Data Protection and Anomaly Detection using AI / ML

Detecting anomalies in large-scale distributed systems — especially cloud-native environments where a service is deployed as many tiny microservices — requires a new approach. Learn how AI/ML changes the game.

[Request Paper →](/content/launch/company/contact/index.html)

## Cloud Security

### Cloud-Native Cyber Security

For innovative advantage, cloud-native is the name of the game. These container-based environments are the epicenter of modern security strategy. Discover how to secure them by design.

[Request Paper →](/content/launch/company/contact/index.html)

## Infrastructure

### Containers IO: Does It Have to Be a Painful Coming of Age?

The extent to which containers operationally affect infrastructure is not yet widely understood. Enterprises must look carefully at what containerization really means for their I/O patterns and storage strategy.

[Request Paper →](/content/launch/company/contact/index.html)