Rajshree Upadhyaya | Business Remedies | Pratyusha Vemuri has carved a strong identity by leveraging artificial intelligence to combat online fraud through the founding of RaptorX. Her entrepreneurial journey has been shaped by years of experience in the world of cybersecurity, identity protection, and digital risk management. While working with global technology companies on large-scale security systems, she witnessed firsthand how rapidly online fraud was growing and how traditional rule-based systems were becoming increasingly inadequate.
A personal experience with digital fraud further strengthened her resolve to build technology that could anticipate threats in advance rather than merely respond after damage had already occurred. This conviction led to the launch of RaptorX in 2023, envisioned as a company focused on proactive, intelligence-driven fraud prevention.
From the very beginning, RaptorX was designed as an enterprise-first platform, built for organizations that handle high transaction volumes and complex risk environments. Instead of relying on static checks, the company focused on behavioral intelligence and contextual analysis. Its core work involved developing AI-powered fraud detection and prevention solutions capable of continuously learning from data, identifying anomalies, and uncovering patterns that often remain invisible to conventional systems.
This approach positioned RaptorX at the rapidly growing intersection of fintech, regtech, and applied artificial intelligence, where accuracy and speed are critical.
Pratyusha gained wider public recognition through Shark Tank India Season 3, where she presented AI Kavach, a related product. Unlike RaptorX’s enterprise focus, AI Kavach was a consumer-facing digital safety application, designed to help individuals identify fraudulent calls, messages, links, and online threats. Her pitch highlighted both her technical expertise and her broader mission to make the digital ecosystem safer. The Sharks responded positively, and she received investment support from Aman Gupta and Peyush Bansal, giving her both capital and strategic validation on a national platform.
Expanding into Anti-Money Laundering and Risk Intelligence Tools
While AI Kavach brought consumer visibility, RaptorX reflected a deeper, long-term vision. After Shark Tank, Pratyusha focused on strengthening RaptorX as a robust enterprise solution capable of addressing sophisticated financial crimes. The platform incorporated real-time transaction monitoring, graph-based fraud analytics, and advanced risk-scoring systems that analyze relationships between users, devices, and transactions.
This enabled businesses to detect coordinated fraud rings, mule networks, and layered attacks that often bypass surface-level checks. As RaptorX matured, its scope expanded beyond fraud detection into compliance and regulatory intelligence. The company began developing anti-money laundering (AML) and risk intelligence tools, designed to help regulated institutions meet compliance obligations without placing excessive pressure on operations teams.
By reducing false positives and providing clear context behind alerts, RaptorX aimed to help organizations more effectively balance security, customer experience, and regulatory pressure.
A major milestone in the company’s early journey came in 2024, when RaptorX raised Rs. 4 crore in a pre-seed funding round from a group of institutional and angel investors, including participants connected to its Shark Tank journey. This capital was used to strengthen machine learning models, expand engineering capabilities, and deepen integrations with enterprise financial systems. The funding marked a transition from early development to a phase of structured scaling and product refinement.
Redefining How Companies Think About Fraud, Risk and Intelligence in a Digital Economy
At the heart of RaptorX lies the belief that fraud prevention must be predictive, not reactive. By combining behavioral signals, transactional data, and network relationships, its AI-driven fraud intelligence products are designed to evolve alongside changing fraud techniques. Rather than viewing fraud as isolated incidents, the platform treats it as a dynamic system, where understanding connections and intent is just as important as identifying anomalies.
Founded in 2023, RaptorX reflects Pratyusha Vemuri’s transformation from a cybersecurity professional to a founder building infrastructure for digital trust. Her journey demonstrates how deep domain expertise, personal motivation, and emerging AI capabilities can come together to shape a startup focused on solving complex systemic problems. Through RaptorX, that vision is actively reshaping how companies in a rapidly digitizing economy think about fraud, risk, and intelligence.
