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Automated, Measurable, and Reproducible Validation for Intelligent Robots

Automated, Measurable, and Reproducible Validation for Intelligent Robots

Every model update is a risk. One tiny change can create dozens of new failure modes. You can’t improve what you can’t systematically validate.
HumaLab makes validation measurable, reproducible, and automated, so your robotics team can move faster with confidence.


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Try for Free

Try for Free

Book a 15-minute Intro

Features

Features

Features

HumaLab Benefits

HumaLab Benefits

HumaLab Benefits

HumaLab provides Validation Platform for Intelligent Robots, helping teams measure robustness, explain failures, and certify reliability before deployment.
Whether for humanoid robots, drones, or industrial controllers, HumaLab ensures every change made safely in the unseen world.

Try for Free

Try for Free

Try for Free

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Diagnostic Dashboard

Integrate HumaLab into your existing stack (not replace it). Use your current simulator, CI workflows, or data pipelines. we adapt to your tools.

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Diagnostic Dashboard

Integrate HumaLab into your existing stack (not replace it). Use your current simulator, CI workflows, or data pipelines. we adapt to your tools.

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Diagnostic Dashboard

Integrate HumaLab into your existing stack (not replace it). Use your current simulator, CI workflows, or data pipelines. we adapt to your tools.

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Scenario Standardization

Automatically generate a representative set of scenarios per run. No manual enumeration.

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Scenario Standardization

Automatically generate a representative set of scenarios per run. No manual enumeration.

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Scenario Standardization

Automatically generate a representative set of scenarios per run. No manual enumeration.

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Continuous Validation

Every model update is evaluated across the parameter space and pinpoints regressions

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Continuous Validation

Every model update is evaluated across the parameter space and pinpoints regressions

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Continuous Validation

Every model update is evaluated across the parameter space and pinpoints regressions

utomated, measurable, and reproducible validation for robotics—so every model update ships with confidence

Product

Product

Product

The End-to-End Validation Pipeline for Robotics

The End-to-End Validation Pipeline for Robotics

The End-to-End Validation Pipeline for Robotics

HumaLab provides a complete validation layer from scenario definition to automated evaluation designed to make every robot test measurable, reproducible, and traceable.


Contact us for tailored integrations and enterprise validation workflows.

Try for Free

Try for Free

Try for Free

Plug & Play Integration

Compatible with existing scripts, notebooks, and CI systems. No migration required.

Plug & Play Integration

Compatible with existing scripts, notebooks, and CI systems. No migration required.

Plug & Play Integration

Compatible with existing scripts, notebooks, and CI systems. No migration required.

Standardize Scenario

Define physical and visual parameters as statistical distributions (e.g., lighting, friction, slope, delay, noise).

Standardize Scenario

Define physical and visual parameters as statistical distributions (e.g., lighting, friction, slope, delay, noise).

Standardize Scenario

Define physical and visual parameters as statistical distributions (e.g., lighting, friction, slope, delay, noise).

Continuous Validation

Every model update is automatically evaluated across varying conditions of physics and perception.

Continuous Validation

Every model update is automatically evaluated across varying conditions of physics and perception.

Continuous Validation

Every model update is automatically evaluated across varying conditions of physics and perception.

Diagnostic Dashboard

Visualize coverage heatmaps, failure clusters, and parameter sensitivities. Quantify validation completeness and find root causes faster.

Diagnostic Dashboard

Visualize coverage heatmaps, failure clusters, and parameter sensitivities. Quantify validation completeness and find root causes faster.

Diagnostic Dashboard

Visualize coverage heatmaps, failure clusters, and parameter sensitivities. Quantify validation completeness and find root causes faster.

AI Evaluator

Automatically score task outcomes using learned evaluators trained on real-world success criteria. No human labeling, just objective validation at scale.

AI Evaluator

Automatically score task outcomes using learned evaluators trained on real-world success criteria. No human labeling, just objective validation at scale.

AI Evaluator

Automatically score task outcomes using learned evaluators trained on real-world success criteria. No human labeling, just objective validation at scale.

Lifecycle & Trace Management

Every run is versioned and reproducible. Track which model, dataset, and scenario produced each result.

Lifecycle & Trace Management

Every run is versioned and reproducible. Track which model, dataset, and scenario produced each result.

Lifecycle & Trace Management

Every run is versioned and reproducible. Track which model, dataset, and scenario produced each result.

FAQ

FAQ

FAQ

Frequently Asked Question

Frequently Asked Question

Frequently Asked Question

Providing clarity on how HumaLab helps you validate robotics models with confidence.

What does “Automated, Measurable, and Reproducible Validation” mean?

Do I need to use your simulator?

How does HumaLab define and manage scenarios?

How does the Evaluator work?

Can HumaLab run in air-gapped or on-prem environments?

Which domains or robots are supported?

Can I use only specific modules?

What does it mean to “Join as a Design Partner”?

How does HumaLab measure coverage?

What’s the difference between validation and evaluation?

What does “Automated, Measurable, and Reproducible Validation” mean?

Do I need to use your simulator?

How does HumaLab define and manage scenarios?

How does the Evaluator work?

Can HumaLab run in air-gapped or on-prem environments?

Which domains or robots are supported?

Can I use only specific modules?

What does it mean to “Join as a Design Partner”?

How does HumaLab measure coverage?

What’s the difference between validation and evaluation?

What does “Automated, Measurable, and Reproducible Validation” mean?

Do I need to use your simulator?

How does HumaLab define and manage scenarios?

How does the Evaluator work?

Can HumaLab run in air-gapped or on-prem environments?

Which domains or robots are supported?

Can I use only specific modules?

What does it mean to “Join as a Design Partner”?

How does HumaLab measure coverage?

What’s the difference between validation and evaluation?

Still have questions? : info@humalab.ai or

Book a 15-minute chat

Contact

Contact

Contact

Join the Teams Defining How Robots Prove Reliability

Join the Teams Defining How Robots Prove Reliability

Join the Teams Defining How Robots Prove Reliability

If you’re building humanoids, drones, or any embodied AI, we’d love to collaborate.

If you’re building humanoids, drones, or any embodied AI, we’d love to collaborate.

If you’re building humanoids, drones, or any embodied AI, we’d love to collaborate.

Contact Us

Have more questions? We’re here to assist

info@humalab.ai

Book a 15-min Intro

Contact Us

Have more questions? We’re here to assist

info@humalab.ai

Book a 15-min Intro

Contact Us

Have more questions? We’re here to assist

info@humalab.ai

Book a 15-min Intro

We’d love to help! Let us know how

We’d love to help! Let us know how

We’d love to help! Let us know how