Case Studies

How teams use Sandbox Platform for AI agent workloads

Honest note: Case studies are coming soon as we work with early customers to document their stories. The cards below are illustrative placeholders showing representative use cases. We'll replace them with real customer stories as we get permission to share them.

Customer Stories

Illustrative

AI Research Team

Large-scale parallel browser data collection

A research team needed to collect structured data from hundreds of websites simultaneously using AI-controlled browsers. Each session required full isolation — cookies, cached state, and fingerprints couldn't bleed across sessions.

Illustrative result: Running ~50 concurrent browser sessions reduced data collection time for a weekly research batch from multiple days to a few hours.

Browser automation Parallel compute AI research

Illustrative

Developer Tools Company

Automated QA across a browser matrix

A developer tools company runs automated end-to-end tests for every pull request using AI agents that interact with the UI. Previously they maintained a brittle Selenium grid in-house. They moved to ephemeral browser sandboxes provisioned per test run, terminated when done.

Illustrative result: Eliminating the in-house browser grid removed a significant infrastructure maintenance burden and shortened the release cycle by removing a bottleneck that queued test runs.

Browser QA CI/CD integration Developer tools

Illustrative

Enterprise AI Platform

Multi-tenant sandbox isolation for customer workloads

An AI platform company runs customer-submitted agent workloads on behalf of its end users. They needed strong isolation guarantees — one customer's agent must not be able to read the filesystem or network traffic of another's — with no shared kernel state.

Illustrative result: Using Sandbox Platform as the compute layer allowed the company to offer dedicated-environment isolation to customers without maintaining their own container orchestration infrastructure.

Multi-tenant isolation Enterprise Agent workloads

Want to be featured?

If you're using Sandbox Platform for something interesting and would be open to sharing your story, we'd love to hear from you. No pressure — we ask permission before publishing anything.

Get in touch

Want to explore a use case? If you're evaluating Sandbox Platform and want to talk through your specific workload — costs, architecture, isolation requirements — email sales@ab0t.com or book a demo.