AI Validation Services

With over 3 decades of experience in software engineering processes and software testing, Amitysoft Technologies brings you cutting-edge AI validation services. Our deep appreciation of the validation space ensures your AI development processes align with ethical standards and international regulations.

Our Expertise

Compliance and Standards: Evaluate your AI development for compliance with ethical standards and implement ISO 42001 – Management System for AI.

ITRUSTAI Framework:

AI System Validations include both Statistical-Based Prediction Models and Generative AI.

Statistical-Based Prediction Models:

Model Accuracy: Validate the accuracy of predictions through rigorous testing and comparison with historical data.

Bias Detection: Identify and mitigate biases to ensure fairness and impartiality in predictive outcomes.

Robustness Testing: Assess the model's robustness against various data scenarios and potential anomalies.

Performance Metrics: Evaluate performance using key metrics such as precision, recall, F1 score, and ROC-AUC.

Data Integrity: Ensure the quality and consistency of input data to maintain reliable predictions.

Generative AI Models:

Explainability: Assess the explainability of generative outputs to ensure transparency and trust.

Creativity and Coherence: Validate the creativity and coherence of generated content, ensuring it meets the desired quality standards.

Ethical Compliance: Check for adherence to ethical guidelines in generated content to avoid harmful or biased outputs.

Robustness Testing: Test the model's ability to handle diverse inputs and generate consistent, high-quality outputs.

Performance Metrics: Use specific metrics like BLEU, ROUGE, and perplexity to evaluate the quality of generative outputs.

Bias Detection: Implement tools to detect and reduce biases in generated content, ensuring fairness and inclusivity.

Why Choose Amitysoft?

Comprehensive Validation: We cover all aspects of AI system validation, from accuracy and bias detection to ethical compliance and robustness testing.

Tailored Solutions: Our validation services are customized to meet the unique requirements of both statistical-based prediction models and generative AI models.

Continuous Monitoring: Regular audits and monitoring for ongoing compliance and improvement of AI systems.

Trusted Expertise: With decades of experience, Amitysoft ensures your AI systems are reliable, ethical, and high performing.