TLDR: Nugen, an AI research startup operating out of Mumbai and San Francisco, has successfully closed a pre-seed funding round led by Antler, with additional support from prominent Silicon Valley investors. The funding, totaling over $1 million in capital and GPU perks, will fuel the development and market entry of its innovative Domain-Aligned AI™ technology. This technology aims to enhance the reliability and trustworthiness of AI models for critical business operations, addressing the current gap in enterprise-level AI adoption.
Mumbai, India & San Francisco, US – August 25, 2025 – Nugen, an emerging AI research startup with dual bases in Mumbai and San Francisco, has announced the successful completion of its pre-seed funding round. The investment, spearheaded by Antler, a renowned global venture capital firm, also saw participation from several prominent Silicon Valley investors. The total funding package exceeds $1 million, comprising both direct capital and valuable GPU perks provided through Antler’s specialized AI Disrupt program.
This significant financial injection is earmarked to accelerate Nugen’s ambitious research initiatives and bolster its go-to-market strategies. The core mission of Nugen is to make artificial intelligence truly reliable for businesses, particularly in high-stakes environments where trust and accuracy are paramount.
Nugen is pioneering a groundbreaking approach with its Domain-Aligned AI™ technology. This innovative solution leverages interpretability research to enable the precise alignment and steering of AI model behavior with domain-specific reasoning. The goal is to empower organizations to confidently deploy AI for critical business outcomes, drastically reducing the need for expensive post-training adjustments and extensive prompt engineering iterations that currently plague the adoption of frontier AI models in large enterprises.
“There’s a critical gap between AI capabilities and organizational trust,” stated Aakash Patil, Co-founder of Nugen. “Nugen bridges that gap with architecture-level reliability through interpretability, creating foundational research that multiplies impact across every domain.” Patil brings extensive deep learning expertise to Nugen, honed through his previous research at Stanford University and a Ph.D. in computational mathematics from France’s top program.
Co-founder Mrunmayee Shende emphasized the company’s vision, adding, “We are building AI infrastructure that lets organizations own their competitive advantage and make it smarter over time. AI-first companies in legal, corporate finance, and other sectors where trust is non-negotiable are eager to work with Nugen.” Shende contributes a wealth of deep tech go-to-market expertise, having successfully navigated markets across EMEA and APJ regions.
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The company is actively seeking exceptional global talent to join its research team in India, offering unique opportunities to contribute to fundamental challenges in AI reliability and alignment. This recruitment drive underscores Nugen’s commitment to building robust and trustworthy AI solutions for the future of AI-native societies, addressing the current hesitancy among Fortune 500 executives to fully integrate generative AI into their critical business workflows due to reliability concerns.
