LINUX FOUNDATION RESEARCH

We’re investigating the impact of open source collaboration to solve the world’s most pressing challenges.

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About LF Research

LF Research publishes actionable and decision-useful insights into open source software, hardware, standards, and data based on empirical research methodologies. Through leveraging community networks, project databases, surveys, and qualitative findings, and through its commitment to best practices in primary research, Linux Foundation Research is the definitive home for data-driven insights into open source for the benefit of governments, enterprises, and society at large.

ROI for Open Source Software Contribution

What is the benefit of contributing to open source? In this study, LF Research has tackled this question through the analysis of results from a survey and quantitative model on contribution ROI. 

 

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Participate in Our Research

Join the LF Research Forum and participate in our surveys and interviews to give back to your community and earn events & training discounts!

 

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Interested in conducting research?

Review our prospectus for more information, and email us at research@linuxfoundation.org

 

2025 Napa LFMS Stephanie Hilary Nithya

AI and Open Source in Financial Services

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What is the true cost and security risk of deploying AI in banking?
 
The financial services sector faces unprecedented management challenges as AI integrates in core production.
 
Authored by FINOS and LF Research, this report synthesizes critical insights from industry executives, regulators, and security experts in attendance at the AI in Finance Leadership Summit that took place in London in June 2026. Key issues include:
  • An 18-to-24-month patching window: Rapidly evolving machine-scale security threats require firms to automate vulnerability remediation before legacy flaws are actively exploited.
  • The rise of Tokenomics: Autonomous, agentic workflows run continuous loops that can quickly drain compute allocations, turning AI cost governance into an urgent boardroom priority.
  • Pre-competitive collaboration: Because financial institutions share the same foundational software and regulatory oversight, creating proprietary compliance frameworks offers zero competitive advantage. Collaborative open source standards are required to protect enterprise margins.
 
The report concludes with some frameworks to optimize token spend, secure application supply chains, and build resilient infrastructure.
 
Authors:
  • Hilary Carter, The Linux Foundation
  • Tosha Ellison, FINOS
 
DOI: 10.70828/YYEN6275

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