Validate accuracy, fairness, and reliability across your AI models with Vervali - a leading AI testing company in India delivering scalable, transparent, and bias-free AI & ML testing services that accelerate innovation and ensure ethical performance.
AI decisions unfairly skewed by hidden data bias.
Black-box AI models lacking interpretability or traceability.
Model accuracy degrading as input data evolves.
No benchmarks for precision, recall, or latency.
Ensure AI and ML models perform consistently across datasets, validating accuracy, precision, recall, and F1-scores against defined KPIs and business objectives.
Identify and mitigate algorithmic bias while improving explainability through fairness audits, SHAP/LIME analysis, and bias detection metrics for gender, race, or region.
Continuously monitor input data and output performance to detect drift, ensuring that deployed models adapt correctly as real-world data evolves.
Our AI Testing Process
Model Understanding & Scoping
Analyze model goals, inputs, outputs, and training data.
Test Data Preparation
Curate balanced datasets for validation, bias detection, and drift simulation.
Model Validation & Performance Testing
Measure prediction accuracy, latency, and throughput.
Bias & Explainability Audit
Identify model bias and validate decision traceability using XAI tools.
Data Drift & Continuous Monitoring
Set thresholds and triggers for ongoing performance evaluation.
Reporting & Optimization
Deliver detailed insights with corrective recommendations for retraining or tuning.
Key Benefits
Detect and eliminate unfair model behavior across demographics.
Ensure model stability under real-time and high-load scenarios.
Improve transparency with interpretable model testing frameworks.
Detect data drift and maintain accuracy post-deployment.
Streamline AI validation using intelligent test orchestration.
Proven success across Fintech, Healthcare, SaaS, and Retail AI implementations.
Ensure your AI systems are transparent, fair, and high-performing through expert validation, automation, and drift monitoring.
TECHNOLOGY EXPERTISE
We combine AI assurance frameworks, model monitoring tools, and data validation platforms to ensure your models remain reliable and ethical through every stage of deployment.
Project Portfolio
TESTIMONIALS
Vervali Systems Pvt Ltd's work has increased test coverage by 70% to 80%, shortened regression testing time from multiple days to a few hours, and reduced manual regression effort by over 50%. The team has demonstrated effective project management and is responsive, flexible, and communicative.
Vervali Systems delivered our mobile app enhancements with speed and precision. Their geofencing implementation, quick bug fixes, and timely execution enabled us to launch smoothly on both the Play Store and App Store. With responsive project management and clear communication, they helped us move faster without compromising quality.
Vervali Systems helped us build a tech-first platform that significantly increased customer engagement, with over 2,000+ users actively interacting post-launch. Their team owned the UI design and all technical integrations end-to-end, delivering the platform on time and within budget.
Vervali Systems’ QA services significantly improved the stability of our proprietary software. Their high-quality bug reporting helped us identify issues early during UAT and even in production, freeing up valuable developer time. The team consistently delivered on schedule and communicated clearly throughout the engagement.
The clients are happy with the quality of the product delivered. Vervali Systems Pvt. Ltd. worked hard to meet tight deadlines while ensuring top-notch results. Their flexible and friendly team made the entire engagement a positive experience.
Vervali Systems Pvt. Ltd. has helped make our solutions virtually bug-free while enhancing designs. Their transparent and honest communication has been invaluable, and we truly appreciate their dedication to quality.
I was always impressed with their feedback and commitment to improvement. The success of our business is tied to their exceptional QA efforts. Their leadership and team are reliable, professional, and a pleasure to collaborate with.
Internal stakeholders are highly satisfied with Vervali Systems Pvt. Ltd.'s QA services. Their smooth workflow, prompt bug reports, and consistent updates ensured we were always well-informed throughout the process.
Nilesh has been our go-to person for QA since day one. The quality of his work, along with the resources provided through him, has been outstanding. If you need a dedicated QA team, I highly recommend Nilesh and his company.
Thank you for delivering top-notch performance testing for LiberatePro™. The detailed stress testing and performance tuning ensured that our platform is ready for scaling and user growth. We’re confident that the improvements made will provide a smoother experience for doctors and patients alike.
Detect bias, ensure performance, and monitor drift with Vervali’s end-to-end AI testing and validation services.
Delivering smarter, faster, and scalable digital solutions powered by intelligent automation and expert talent.
Smarter development and testing, fewer bugs. Our AI-driven frameworks enhance code quality, uncover hidden issues, and optimize coverage beyond human effort.
With experience across 15+ countries, we adapt to cultural nuances, time zones, and compliance demands – so clients feel we’re an extension of their own team, not an offshore vendor.
Many of our client relationships span 7+ years. We grow with you, providing continuity, domain expertise, and a deep understanding of your evolving tech landscape.
Clients don’t start from scratch. We bring pre-built AI-powered accelerators, automation libraries, and DevOps blueprints that cut setup and execution time drastically.
Our engineers are trained to be multi-skilled (Dev + Cloud, QA + Automation). This reduces silos and helps clients achieve faster throughput with leaner teams.
We understand domain nuances. Whether BFSI, healthcare, retail, or SaaS – we’ve seen patterns, pitfalls, and best practices that accelerate success.
Turning Testing Gaps Into Quality Milestones
Eliminated 95% of gender bias through explainability testing.
Data drift detection improved accuracy by 40%.
Optimized response latency by 60%.
XAI audits enhanced transparency and trust among stakeholders.
Deliver responsible, compliant, and high-performing AI with confidence through intelligent testing frameworks.
Our Expertise
Trusted by 150+ Leading Brands
A Strong Team of 275+ QA and Dev Professionals
Worked across 450+ Successful Projects
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From flawless code to flawless quality - we design, develop, and test digital solutions that deliver real results.
