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Priyanka Bairathi: Building IntelQuant AI to Redefine Financial Risk Through Intelligence
- Women Story
- 3 hours ago
- 3 min read
Recognition in enterprise technology is earned through results, not promises. Priyanka Bairathi, Founder of IntelQuant AI Pvt Ltd, has emerged as a defining voice in AI-led financial intelligence, demonstrating how adaptive technology can transform governance, risk assurance, and enterprise performance at scale.
Founder-Led Vision with Enterprise Impact
Based in Jodhpur, India, Priyanka Bairathi’s journey from Chartered Accountant to technology entrepreneur reflects clarity of purpose and execution. IntelQuant AI Pvt Ltd, under her leadership, delivers enterprise-grade AI solutions that enable organizations to reduce audit time by up to 40% and unlock ROI within 4–5 months by converting fragmented data into actionable financial intelligence.
Website: https://www.inteliquantai.com/
What IntelQuant AI Delivers
Guided by Priyanka’s deep understanding of finance and risk, IntelQuant AI empowers enterprises to identify hidden inefficiencies, prevent revenue leakages, and strengthen governance through continuous, insight-driven automation.
Core Capabilities
Real-time risk assurance and fraud detection
Advanced ML-led process mining
Revenue leakage identification and prevention
Seamless ERP integration for continuous intelligence
Unlike traditional analytics firms, IntelQuant AI operates as a real-time intelligence layer rather than a retrospective reporting tool.
Outcome-Driven Innovation Under Women Leadership
A defining strength of IntelQuant AI is its focus on measurable business outcomes. Enterprises working with the platform report 4x–5x ROI within 3–4 months, achieved through faster audits, improved controls, and early detection of financial risks.
Priyanka’s leadership philosophy emphasizes action over abstraction.
“Technology should not just analyze data, it should change the way decisions are made.”
Overcoming Barriers, Building Credibility
Transitioning from finance to deep technology was not without challenges. Priyanka navigated industry skepticism around AI-led financial intelligence, complex integrations across legacy systems, and the need for real-time accuracy at scale.
These challenges shaped IntelQuant AI into a trusted enterprise platform, supported by a rare team structure combining Chartered Accountants and data scientists. This blend continues to bridge the gap between financial insight and advanced analytics.
Proven Impact Across Industries
IntelQuant AI’s capabilities are reflected in tangible outcomes. In the consumer and FMCG sector, AI-led diagnostics uncovered inefficiencies in utility consumption, resulting in INR 20 crore in annual savings for a leading Indian bottling organization.
Such results reinforce the platform’s ability to convert risk into opportunity and complexity into clarity.
Products Powering Intelligent Governance
Under Priyanka’s leadership, IntelQuant AI has developed a robust suite of enterprise solutions.
Key Products
Keibi AI: Patent-granted analytics engine detecting fraud, inefficiencies, and outliers in real time
NetShield: Automated gross-to-net revenue optimization and leakage detection platform
Plannex AI: Integrated demand forecasting and production planning solution
Xynex AI: Universal Excel ingestion engine delivering high-precision audit insights
Together, these solutions enable governance, liquidity optimization, and enterprise-wide performance improvement.
A Message for Women Entrepreneurs
Coming from Jodhpur, Rajasthan, a tier-3 city where many women do not complete formal education, Priyanka Bairathi’s journey stands as a reminder that ambition is not defined by geography.
Her perspective for aspiring women leaders is clear.
“Your background does not define your future. Vision, resilience, and consistency do.”
Looking Ahead
As IntelQuant AI continues to expand its presence across domestic and international markets, Priyanka Bairathi remains focused on building intelligence that delivers value, not noise. Recognition at the International Women Entrepreneurs in AI Innovation in Finance Awards 2025 reflects sustained execution, credibility, and founder-led impact.
About the Founder
Priyanka Bairathi is a Chartered Accountant specializing in risk management, due diligence, and digital transformation. An alumna of IIM Bangalore, she brings deep expertise in financial analysis, process improvement, and AI-driven enterprise solutions.