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Built on the open-source Lager platform

The Enterprise Control Plane for Hardware Test Automation

Lager provides the open standard for automating physical test equipment. Stout adds the governance, scheduling, observability, and deployment tooling your organization needs to operate at scale.

app.stoutdata.ai/fleet

Boxes Online

24

Active Jobs

7

Queue Depth

3

Utilization

68%

BoxStatusDeviceCurrent JobReserved By
lab-west-01RunningKeysight 34465Apower-regression-v3S. Chen
lab-west-02RunningR&S RTO6signal-integrity-44M. Patel
lab-east-05QueuedNI PXI-4071calibration-checkJ. Kim
lab-east-08IdleTektronix MSO64----

Hardware labs weren't built for scale

As teams grow, shared hardware infrastructure becomes a bottleneck.

Scheduling Contention

Engineers wait hours for shared hardware. Manual sign-up sheets and Slack messages don't scale.

See solution

Observability Gap

No centralized view of which devices are online, busy, or failing. Test results live in scattered logs.

See solution

Governance Gap

No access controls, audit trails, or compliance reporting across shared test infrastructure.

See solution

Deployment Gap

Bootstrapping new labs and onboarding hardware into CI pipelines is a manual, error-prone process.

See solution

Everything you need to operate hardware at scale

Stout layers enterprise capabilities on top of the open-source Lager runtime.

Enterprise Governance

RBAC, SSO integration, comprehensive audit logs, and compliance exports. Give every team the right level of access to shared infrastructure.

Hardware Scheduling

Reservation systems, priority queues, resource locking, and device allocation policies. Eliminate contention and maximize utilization.

Observability & Intelligence

Power regression detection, log clustering, test flake analysis, DUT health tracking, and AI-assisted debugging across your fleet.

Deployment Automation

Infrastructure-as-code templates, secure networking, and standardized lab bootstrapping. Go from bare metal to running CI in minutes.

Built for your entire hardware team

Whether you're hands-on with instruments or managing lab strategy, Stout gives you the tools to work faster.

Test Engineers

Stop waiting for hardware. Reserve devices, queue jobs, and get real-time fleet visibility so you can focus on writing tests, not fighting for access.

Engineering Managers

Full audit trails, compliance exports, and utilization metrics across every lab. Know who used what, when, and why — without chasing spreadsheets.

DevOps / Infrastructure

Infrastructure-as-code templates and standardized lab bootstrapping. Go from bare metal to CI-connected hardware in minutes, not days.

See how teams eliminate scheduling contention

How it works

Stout sits between your developers and your hardware, orchestrating everything in between.

Developer / CI

Engineers and pipelines submit jobs and view results

REST API + Dashboard

Stout Control Plane

Governance, scheduling, observability, and deployment orchestration

API + WebSocket

Lager Boxes

Linux machines running the open-source Lager runtime in Docker

USB / GPIB / Ethernet

Physical Hardware

Oscilloscopes, power supplies, debuggers, and devices under test

Built on open source

Lager is the open standard for hardware test automation. Stout builds on top of it — no vendor lock-in, no forked runtimes, no paywalled core capabilities.

Built on a proven foundation

Stout extends the open-source Lager platform — already trusted by hardware teams around the world.

1,200+

GitHub stars

50K+

PyPI downloads

40+

Contributors

“Built by engineers with 15+ years of experience in hardware test automation, embedded systems, and developer tooling.”

The Stout Team

Enterprise support & consulting

Beyond software — our team has 15+ years of hands-on experience in hardware test automation and embedded DevOps.

Lab Architecture Design

Our engineers help you design optimal lab layouts, instrument selection, and network topology for your test infrastructure.

Firmware CI Integration

End-to-end integration of hardware-in-the-loop testing into your existing CI/CD pipelines — GitHub Actions, GitLab CI, Jenkins, and more.

Dedicated Support

Priority support with guaranteed SLAs, dedicated Slack channels, and direct access to the engineering team behind Stout and Lager.

Frequently asked questions

Common questions from engineering teams evaluating Stout.

See Stout in Action

In a 20-minute call, we'll walk through fleet management, scheduling, and observability using your team's use case.

What to Expect

  • 20-minute personalized walkthrough
  • See scheduling and fleet management live
  • Get integration and migration answers
  • No commitment required