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Validate Tomorrow’s Intelligence — Today.

Ensure your AI and Machine Learning models are accurate, ethical, and reliable. At Techgene, we combine automation, domain expertise, and model intelligence testing to make AI systems more accountable, efficient, and bias-free.

The Challenge

Our Solution

Our Core Testing Capabilities

Model Validation & Verification

Validate ML models for accuracy, precision, recall, and bias across large datasets.

Data Integrity Testing

Assess data pipelines for quality, consistency, and governance before model ingestion.

Functional & Non-Functional Testing

Verify AI features such as recommendation engines, NLP responses, or vision models for speed, usability, and performance.

Continuous Learning Validation

Monitor model drift and retraining pipelines to ensure reliable outputs over time.

Ethical & Security Validation

Test for data leakage, bias, and ethical compliance to maintain transparency in AI outcomes.

How We Deliver

Phase What We Do Key Impact
1. Model Understanding Analyze architecture, training data, and KPIs Aligns testing with business goals
2. Data Testing Validate datasets, detect outliers and inconsistencies Improves prediction accuracy
3. Model Testing Perform black-box and white-box testing Ensures reliable, unbiased decisions
4. Automation & Monitoring Integrate test automation for continuous feedback Reduces manual effort and drift
5. Insights & Reporting Provide dashboards on accuracy, bias, and performance Enables data-driven decisions

Why Choose Techgene for AI/ML Testing?

AI-Centric Expertise

Skilled QA engineers with experience in NLP, computer vision, and predictive analytics.

Holistic Validation Approach

Covers functional, data, and model layers for full assurance.

Continuous Optimization

Integrates testing into CI/CD and MLOps pipelines.

Bias & Ethics Testing

Ensures fairness, transparency, and compliance.

Faster Release Cycles

Automation-driven testing that accelerates model deployment.

Tools & Technology We Use

Testing Frameworks

Selenium, Cypress, Playwright, Tricentis, Katalon

Testing Frameworks

Selenium, Cypress, Playwright, Tricentis, Katalon

Data & ML Stack

TensorFlow, PyTorch, Scikit-learn, MLflow, Airflow

Data & ML Stack

TensorFlow, PyTorch, Scikit-learn, MLflow, Airflow

Monitoring Tools

Grafana, Prometheus, DataDog, Elastic APM

Monitoring Tools

Grafana, Prometheus, DataDog, Elastic APM

Automation Pipelines

Jenkins, GitLab CI/CD, Azure DevOps

Automation Pipelines

Jenkins, GitLab CI/CD, Azure DevOps

Impact

Impact

50%

Faster Model Validation

90%

Reduction in Data Errors

Audits

Full Bias & Compliance Audits Completed

2x Improvement

In AI Accuracy and Stability

Test smarter AI. Build trusted intelligence.

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