Bangalore (Karnataka) [India], December 6: TestAIng, a deep-tech company, is focused on enhancing AI governance, reliability, and compliance through its proprietary platform, AIEnsured. Founded by Vipul Kocher, Dr. Srinivas Padmanabhuni, and Neelima Vobugari, the company leverages over 150 years of combined experience in AI, testing, and enterprise risk to assist global firms in building trustworthy AI systems.
Headquartered in India, TestAIng’s AIEnsured solution is designed to audit and validate machine learning systems across critical dimensions such as fairness, privacy, security, and explainability. The platform addresses the needs of regulated and risk-sensitive sectors, including banking, insurance, healthcare, and resumetech, enabling thorough model validation and governance workflows essential for these industries.
AIEnsured employs research-led methodologies and proprietary tools, featuring capabilities like targeted synthetic data for evaluations, fairness assessments, linguistic analysis for test generation, corner-case detection through metamorphic testing, and adversarial robustness testing. It also includes privacy compliance, performance optimization, and observability via continuous model monitoring, such as drift detection.
The company’s approach aligns with emerging global AI regulatory standards, including the EU AI Act, NIST AI Risk Management framework, and the recently introduced Indian Government AI regulation. This positions AIEnsured as a proactive solution for enterprise AI governance, vital for ensuring compliance as regulations evolve.
Since its public launch in June 2019, TestAIng has established a global presence, operating in several Indian cities including Noida, Bengaluru, and Hyderabad, while partnering with international clients and organizations. The company has a track record of supporting clients in both AI product development and validation, focusing on creating secure, robust, and compliant AI systems.
Vipul Kocher, CEO and Co-Founder, emphasized TestAIng’s mission: “In a world racing to deploy AI, we believe testing must not be an afterthought. With AIEnsured, we give enterprises the confidence to ‘trust but verify’ — to build AI that is not just powerful, but responsible and fair.” This commitment to responsible AI is further reinforced by the company’s leadership team, which combines deep domain expertise with innovative testing methodologies.
Dr. Srinivas Padmanabhuni, Co-Founder & CTO, explained the integration of academic research with practical governance needs: “Our academic and research roots enable us to marry advanced AI-research techniques — like metamorphic testing and adversarial analysis — with real-world compliance and governance needs. This is how we make AI safer for everyone.” Meanwhile, Neelima Vobugari, Co-Founder & COO, highlighted the recognition AIEnsured has received, stating: “This recognition for AIEnsured fuels our continued mission to make safe, unbiased, and explainable AI accessible to every organization.”
TestAIng’s value proposition is particularly compelling in regulated sectors where the cost of AI failure is substantial. For instance, in financial services and healthcare, issues such as model bias or security vulnerabilities can pose serious operational and reputational risks. By accelerating model validation and reducing audit cycles, AIEnsured aids organizations in minimizing risk while expediting deployment without sacrificing trust.
The platform is designed for scalability, supporting the complete AI lifecycle — from data preparation and training to deployment and monitoring. This ensures that models undergo continuous testing even post-deployment, safeguarding against drift, data bias, or unforeseen usage scenarios.
Recognized for its emphasis on responsible AI, TestAIng has garnered several awards, including Startup Maharathi, BCIC, and TiE Global Top 10, establishing itself as a thought leader in AI assurance. As organizations increasingly adopt AI technologies, the demand for robust validation and governance frameworks is expected to grow, enhancing the importance of solutions like AIEnsured in ensuring the responsible deployment of AI across various industries.
About TestAIng: Founded in 2019, TestAIng is a deep-tech AI validation and governance company with a mission to create AI systems that are safe, fair, and transparent. Its flagship platform, AIEnsured, allows enterprises to audit machine learning models for security, privacy, fairness, and explainability, utilizing proprietary testing methodologies and compliance-oriented workflows suitable for diverse AI applications, including ML-based, vision-based, NLP-based, or agent-based systems. The company is supported by global angel investors and the NextGen Technology Fund-I.
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