Case Study

Transforming AI Security Training with SwarmOne

The accessibility and flexibility of SwarmOne’s platform is incredible. It’s a core part of our technology infrastructure and AI model development.

Summary

SALT migrated all AI model training to SwarmOne, enabling its teams to deliver security solutions faster and more efficiently. The move allowed SALT to optimize costs while significantly reducing infrastructure management overhead.

Industry: API Security

Company Size: Unicorn ($1.4B valuation)

Original GPU Provider: GCP and AWS

The Challenge

SALT’s security systems operate 24/7, requiring continuous updates to detect, classify, and mitigate threats. Initially, SALT sought SwarmOne’s compute resources for a single model. However, within three months, they transitioned all AI workloads to SwarmOne due to its unmatched efficiency.

“Our existing AWS setup was becoming increasingly cost-prohibitive and time-consuming.”

Why SwarmOne?

“I don’t want to waste time configuring GPU versions—I want to train models and see results.”

SwarmOne’s platform stood out because of:

  • Ease of Use: Requires only two lines of code to integrate.
  • Automated AI Training: Eliminates the need for manual configuration.
  • Scalability & Flexibility: Grows with AI training demands without budget constraints.
  • Git-Based Model Management: Allows seamless tracking and optimization across teams.

“SwarmOne lets us treat models like code. We manage them through Git, allowing AI to identify the best-performing models automatically.”

The Impact

With SwarmOne, SALT has experienced transformative improvements:

  • Faster Security Solutions: AI models are deployed to production seamlessly.
  • 70% Cost Reduction: Optimized training costs.
  • 90% Less Personnel Time: Eliminated time spent configuring infrastructure.
  • Caused Money Saved: $180K-$230K annually, saved by avoiding the need to hire DevOps engineers and maintaining always-on instances.

The Future

Today, all of SALT’s AI model training runs on SwarmOne, enabling rapid security updates without cloud provider frustrations.

“Before SwarmOne, I was constantly cursing our cloud provider. Every second we paid for compute time was painful. Now, we only pay when we train!”

SwarmOne has become an essential part of SALT’s AI security strategy, empowering the team to focus on innovation rather than infrastructure.

Tired of cloud provider frustrations? Want to focus on AI development instead of infrastructure? SwarmOne can help!

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