Your Partner in Analytics & Transformation Journey

Data Engineering, Machine Learning and Computational Finance

Our commitment extends beyond consultation. We partner with our clients and allies to architect, establish, and execute the advise.

Our professional services cater to a broad spectrum of clients, from banks and corporates to venture capitalists, private equity firms, family offices, and deep tech startups..

Data Strategy, Applied AI, and Computational Mathematics

Develop and implement robust data strategies that leverage advanced computational mathematics and applied AI for deeper insights.


Utilize these sophisticated techniques to enhance business intelligence, enabling strategic decision-making and performance optimization.

Digital and AI Transformation

Drive innovation and competitive advantage by integrating advanced AI solutions across business operations.


Transform traditional business models into digital enterprises, optimizing data usage and technological advancements.

Computational Finance and Risk Technology

Apply cutting-edge computational techniques to solve complex financial problems and enhance quantitative decision-making.


Innovative risk technology solutions to manage financial risks effectively, optimizing risk-return profiles for financial entities.

IP Strategy Setup, Assessment, and Valuation

Specialized services focusing on identification, evaluation, and strategic utilization of intellectual property.


Maximize value creation through meticulous IP assessment and valuation, particularly tailored for tech startups and innovative companies.

Techno-Mathematics Due Diligence

A blend of technology audits and due diligence to evaluate IT systems, software, and technological assets comprehensively.


Mitigate risks and enhance investment decisions with thorough assessments tailored for VCs, PE funds, and family offices.

Corporate Finance and Restructuring

Comprehensive support for M&A transaction execution , capital restructuring, and strategic financial advisory.


Enhance value through expert guidance on mergers, acquisitions, and JV Structuring .

Deep Tech Products

We have a suit of deep tech and computational finance products that power our client offerings

Early Warning Signal iEWS®

  • Revolutionizing illiquid credit markets with AI-driven insights and risk assessment.
  • Predictive analytics to navigate the complexities of illiquid securities effectively.
  • Leverage EWS’s advanced algorithms for comprehensive, real-time credit and risk analysis.

Climate Risk Stress Testing GreenGuard®

  • Employ advanced modeling to predict and mitigate the financial impacts of climate-related risks on asset valuations and creditworthiness.
  • Utilize detailed climate scenarios to assess potential market shocks and their effects on loan portfolios under various environmental policies.
  • Leverage cutting-edge data analytics to quantify carbon costs and translate these into tangible financial metrics, enhancing decision-making processes.

Fermi Labs specializes in developing cutting-edge AI and quantitative finance tools tailored for Private Equity firms, Banks, and Private Credit institutions.

Ashwani Roy

Founder Fermi Labs Research Ltd