---
title: OSFF Insights: Accelerating Regulatory Compliance with Generative AI with Stephen Goldbaum, Brooke Wenig, and Kabir Rekhi
description: In this insightful discussion, Stephen Goldbaum, Brooke Wenig, and Kabir Rekhi shed light on the intersection of open-source technology, generative AI, and regulatory compliance within financial services. Goldbaum, a representative from Morgan Stanley, along with Wenig, leading the machine learning practice at Databricks, and Rekhi, specializing in data architecture at RBC Capital Markets, provided a comprehensive overview of leveraging generative AI to streamline regulatory reporting processes.
image: https://www.finos.org/hubfs/OSFF%20Insights%20Accelerating%20Regulatory%20Compliance%20with%20Generative%20AI%20with%20Stephen%20Goldbaum%2c%20Brooke%20Wenig%2c%20and%20Kabir%20Rekhi.jpg
---

[![FINOS](https://www.finos.org/hs-fs/hubfs/sofin%20assets/SOFIN%20LOGOS/finos-logo.png?width=543&height=126&name=finos-logo.png "FINOS")](https://finos.org)

- [Projects](https://www.finos.org/projects) 
    - [Artificial Intelligence (AI)](https://ai.finos.org/)
    - [Common Domain Model (CDM)](https://www.finos.org/common-domain-model)
    - [FDC3](https://www.finos.org/fdc3)
    - [Fluxnova](https://fluxnova.finos.org)
    - [FINOS Common Cloud Controls](https://www.finos.org/common-cloud-controls-project)
    - [High Performance Computing (HPC)](https://hpc.finos.org)
    - [OSERA](https://osera.finos.org/)
    - [Open Source Readiness Initiative](https://www.finos.org/open-source-readiness)
    - [OS-Climate](https://www.finos.org/os-climate)
    - [Try our Projects](https://www.finos.org/project-sandbox)
    - [All Projects Landscape](https://landscape.finos.org/)
- [Community](https://www.finos.org/engage-with-our-community) 
    - [FINOS Community Calendar](https://www.finos.org/calendar)
    - [Community Quickstart](https://www.finos.org/get-involved)
    - [FINOS Community Site](https://community.finos.org/)
    - [Contribute](https://community.finos.org/docs/governance/Software-Projects/contribution)
    - [Unable to Contribute?](https://www.finos.org/open-source-readiness)
    - [Join our Slack channel](https://finos-lf.slack.com/messages/finos-community/)
    - [Recognize a contributor](https://github.com/finos/community/issues/new?assignees=mcleo-d&labels=community-recognition&template=Community-Recognition.md&title=FINOS+Community+Recognition)
    - [Ambassador Program](https://www.finos.org/ambassador-program)
- [Membership](https://www.finos.org/membership-benefits) 
    - [Members](https://www.finos.org/members)
    - [Inquire](https://www.finos.org/membership-benefits#become-a-member)
    - [Join](https://joinnow.platform.linuxfoundation.org/?project=finos)
    - [Member ROI Summary & Calculator](https://www.finos.org/roi-report-calculator)
    - [Dependency Consumption Analysis](https://www.finos.org/dependency-consumption-analysis)
- Resources 
    - [2025 Mission & Vision](https://www.finos.org/2024-in-review-2025-vision)
    - [Research & Case Studies](https://www.finos.org/research-case-studies)
    - [Training](https://training.linuxfoundation.org/finos/)
    - [Open Source Maturity Model](https://osr.finos.org/docs/bok/OSMM/Introduction)
    - [Contributions Live Dashboard](https://metrics.finos.org)
    - [Our Github Organization](https://github.com/finos/)
    - [Our Developer Toolchain](https://odp.finos.org/)
    - [FINOS Store](https://store-finos.myshopify.com/)
- News & Events 
    - [This Week At FINOS](https://www.finos.org/this-week-at-finos)
    - [Community Blog](https://www.finos.org/blog)
    - [Newsletter](https://www.finos.org/newsletter)
    - [Podcast: Open Source in Finance](https://www.finos.org/open-source-in-finance-podcast)
    - [Press Releases](https://www.finos.org/press)
    - [FINOS Events](https://www.finos.org/hosted-events)
    - [Community Events](https://www.finos.org/featured-events)
    - [Community Spotlight](https://www.finos.org/community-spotlight)
    - [Stay Informed](https://www.finos.org/sign-up)
- [About](https://www.finos.org/about-us) 
    - [Stay Informed](https://www.finos.org/sign-up)
    - [FAQs](https://www.finos.org/faq)
    - [Contact Us](https://www.finos.org/contact-us)
    - [Governing Board](https://www.finos.org/governing-board)
    - [Technical Oversight Committee](https://www.finos.org/technical-oversight-committee)
    - [Team](https://www.finos.org/team)
    - [Governance](https://www.finos.org/governance)
    - [Code of Conduct](https://www.finos.org/code-of-conduct)
- [OSFF + Videos](https://events.linuxfoundation.org/open-source-finance-forum) 
    - [OSFF 2026](https://events.linuxfoundation.org/open-source-finance-forum/)
    - [OSFF Toronto 2026 Videos](https://www.finos.org/osff-toronto-2026-videos)
    - [OSFF New York 2025 Videos](https://www.finos.org/osff-nyc-2025-videos)
    - [OSFF London 2026 Videos](https://www.finos.org/osff-london-2026-videos)
    - [apidays Paris 2025 Videos](https://www.finos.org/apidays)

- [Projects](https://www.finos.org/projects) 
    - [Artificial Intelligence (AI)](https://ai.finos.org/)
    - [Common Domain Model (CDM)](https://www.finos.org/common-domain-model)
    - [FDC3](https://www.finos.org/fdc3)
    - [Fluxnova](https://fluxnova.finos.org)
    - [FINOS Common Cloud Controls](https://www.finos.org/common-cloud-controls-project)
    - [High Performance Computing (HPC)](https://hpc.finos.org)
    - [OSERA](https://osera.finos.org/)
    - [Open Source Readiness Initiative](https://www.finos.org/open-source-readiness)
    - [OS-Climate](https://www.finos.org/os-climate)
    - [Try our Projects](https://www.finos.org/project-sandbox)
    - [All Projects Landscape](https://landscape.finos.org/)
- [Community](https://www.finos.org/engage-with-our-community) 
    - [FINOS Community Calendar](https://www.finos.org/calendar)
    - [Community Quickstart](https://www.finos.org/get-involved)
    - [FINOS Community Site](https://community.finos.org/)
    - [Contribute](https://community.finos.org/docs/governance/Software-Projects/contribution)
    - [Unable to Contribute?](https://www.finos.org/open-source-readiness)
    - [Join our Slack channel](https://finos-lf.slack.com/messages/finos-community/)
    - [Recognize a contributor](https://github.com/finos/community/issues/new?assignees=mcleo-d&labels=community-recognition&template=Community-Recognition.md&title=FINOS+Community+Recognition)
    - [Ambassador Program](https://www.finos.org/ambassador-program)
- [Membership](https://www.finos.org/membership-benefits) 
    - [Members](https://www.finos.org/members)
    - [Inquire](https://www.finos.org/membership-benefits#become-a-member)
    - [Join](https://joinnow.platform.linuxfoundation.org/?project=finos)
    - [Member ROI Summary & Calculator](https://www.finos.org/roi-report-calculator)
    - [Dependency Consumption Analysis](https://www.finos.org/dependency-consumption-analysis)
- Resources 
    - [2025 Mission & Vision](https://www.finos.org/2024-in-review-2025-vision)
    - [Research & Case Studies](https://www.finos.org/research-case-studies)
    - [Training](https://training.linuxfoundation.org/finos/)
    - [Open Source Maturity Model](https://osr.finos.org/docs/bok/OSMM/Introduction)
    - [Contributions Live Dashboard](https://metrics.finos.org)
    - [Our Github Organization](https://github.com/finos/)
    - [Our Developer Toolchain](https://odp.finos.org/)
    - [FINOS Store](https://store-finos.myshopify.com/)
- News & Events 
    - [This Week At FINOS](https://www.finos.org/this-week-at-finos)
    - [Community Blog](https://www.finos.org/blog)
    - [Newsletter](https://www.finos.org/newsletter)
    - [Podcast: Open Source in Finance](https://www.finos.org/open-source-in-finance-podcast)
    - [Press Releases](https://www.finos.org/press)
    - [FINOS Events](https://www.finos.org/hosted-events)
    - [Community Events](https://www.finos.org/featured-events)
    - [Community Spotlight](https://www.finos.org/community-spotlight)
    - [Stay Informed](https://www.finos.org/sign-up)
- [About](https://www.finos.org/about-us) 
    - [Stay Informed](https://www.finos.org/sign-up)
    - [FAQs](https://www.finos.org/faq)
    - [Contact Us](https://www.finos.org/contact-us)
    - [Governing Board](https://www.finos.org/governing-board)
    - [Technical Oversight Committee](https://www.finos.org/technical-oversight-committee)
    - [Team](https://www.finos.org/team)
    - [Governance](https://www.finos.org/governance)
    - [Code of Conduct](https://www.finos.org/code-of-conduct)
- [OSFF + Videos](https://events.linuxfoundation.org/open-source-finance-forum) 
    - [OSFF 2026](https://events.linuxfoundation.org/open-source-finance-forum/)
    - [OSFF Toronto 2026 Videos](https://www.finos.org/osff-toronto-2026-videos)
    - [OSFF New York 2025 Videos](https://www.finos.org/osff-nyc-2025-videos)
    - [OSFF London 2026 Videos](https://www.finos.org/osff-london-2026-videos)
    - [apidays Paris 2025 Videos](https://www.finos.org/apidays)

![Community Blog](https://www.finos.org/hubfs/10.04.19.FINOS_WebsiteBanners_3.png)

# Community Blog

# OSFF Insights: Accelerating Regulatory Compliance with Generative AI with Stephen Goldbaum, Brooke Wenig, and Kabir Rekhi

 April 18, 2024

[Ashley Tarsillo](https://www.finos.org/blog/author/ashley-tarsillo)

In this insightful discussion, Stephen Goldbaum, Brooke Wenig, and Kabir Rekhi shed light on the intersection of open-source technology, generative AI, and regulatory compliance within financial services. Goldbaum, a representative from Morgan Stanley, along with Wenig, leading the machine learning practice at Databricks, and Rekhi, specializing in data architecture at RBC Capital Markets, provided a comprehensive overview of leveraging generative AI to streamline regulatory reporting processes.

Want to be part of these groundbreaking discussions in finance? Save your seat for the next Open Source in Finance Forum in London, 26 June. Don't miss out!

[![Save my spot at OSFF London 2024!](https://no-cache.hubspot.com/cta/default/2419532/interactive-155935216896.png)](https://www.finos.org/hs/cta/wi/redirect?encryptedPayload=AVxigLLwGGEM9C22aro1i444vn43DXTzq07wE8eR4tr71%2BCpgkkxpqtoOCU3AzJJ3xU8XzeNX8z4aIsDWu3Lms1O31A22Xur2b13Q5FABfzhNOYIoR5oJD%2BVglFd6Yhob7DCXP9jvCJcFxEJG3N%2B0qH2QBbgJZYSONgIktcIlATV7pgwilVVJ1I74K7zmbCSd95IYb%2BWmRUJpl3eDaP3Aipc9C3HTlmvrvdo&webInteractiveContentId=155935216896&portalId=2419532)

 

The discussion on "Accelerating Regulatory Compliance with Generative AI" focused on leveraging open-source tools and generative AI to enhance regulatory compliance in the finance sector. Led by Stephen Goldbaum, Brooke Wenig, and Kabir Rekhi, the conversation highlighted challenges in interpreting regulations and standardizing data while emphasizing the role of large language models (LLMs). The session explored the process of extracting regulatory rules from documents and converting them into executable code using Morphir. It also addressed considerations in adopting LLMs, such as the need for fine-tuning and risk management, while stressing the importance of human supervision. Additionally, the panel highlighted the value of open-source collaboration, particularly through FINOS, in driving innovation and efficiency in regulatory compliance solutions.    

 

**Join experts from across financial services, technology, and open source to deepen collaboration and drive innovation across the industry in order to deliver better code faster at Open Source in Finance Forum - London.**

[![Save my spot at OSFF London 2024!](https://no-cache.hubspot.com/cta/default/2419532/interactive-155935216896.png)](https://www.finos.org/hs/cta/wi/redirect?encryptedPayload=AVxigLLwGGEM9C22aro1i444vn43DXTzq07wE8eR4tr71%2BCpgkkxpqtoOCU3AzJJ3xU8XzeNX8z4aIsDWu3Lms1O31A22Xur2b13Q5FABfzhNOYIoR5oJD%2BVglFd6Yhob7DCXP9jvCJcFxEJG3N%2B0qH2QBbgJZYSONgIktcIlATV7pgwilVVJ1I74K7zmbCSd95IYb%2BWmRUJpl3eDaP3Aipc9C3HTlmvrvdo&webInteractiveContentId=155935216896&portalId=2419532)

 

### Share this:

- [Tweet](https://twitter.com/share)

<https://www.finos.org/blog/osff-insights-accelerating-regulatory-compliance-with-generative-ai>

[← How to Get Started with CDM NYC Meetup](https://www.finos.org/blog/2024-04-how-to-get-started-with-cdm-nyc-meetup)

[OSFF Insights: Lessons Learned How to Start (and Maintain) an Open Source Program with Amanda Chesin & Tim Klever →](https://www.finos.org/blog/osff-insights-lessons-learned-how-to-start-and-maintain-an-open-source-program)

[![FINOS Logo](https://www.finos.org/hs-fs/hubfs/sofin%20assets/SOFIN%20LOGOS/FINOS_Icon_Wordmark_White.png?width=689&height=971&name=FINOS_Icon_Wordmark_White.png "FINOS Logo")](https://www.finos.org/)

[![Twitter logo](https://finos.org/hubfs/2419532/FINOS/website/logos/social-logos/twitter-blue-social-panel.png)](https://twitter.com/finosfoundation) [![GitHub logo](https://finos.org/hubfs/2419532/FINOS/website/logos/social-logos/github-black-social-panel.png)](https://finos.github.io) [![LinkedIn logo](https://finos.org/hubfs/2419532/FINOS/website/logos/social-logos/linkedin-blue-social-panel.png)](https://www.linkedin.com/company/finosfoundation) [![SlideShare logo](https://finos.org/hubfs/2419532/FINOS/website/logos/social-logos/Homepage%20Social%20Panel/slideshare-logo.png)](https://www.slideshare.net/finosfoundation) [![YouTube logo](https://finos.org/hubfs/2419532/FINOS/website/logos/social-logos/Homepage%20Social%20Panel/youtube_logo-1.png)](https://www.youtube.com/channel/UCfJAdRALzJ7J7snubrb_Y-Q)

[Contact Us](https://www.finos.org/contact-us)  
[info@finos.org](mailto:info@finos.org)  
+1 (650) 665-9773

[Privacy | ](https://www.finos.org/privacy-policy)[Terms of Service |](https://www.finos.org/terms-of-service)[Community Code of Conduct |](https://www.finos.org/code-of-conduct)[Email Preferences](https://www.finos.org/hs/manage-preferences/unsubscribe-simple)

![](https://px.ads.linkedin.com/collect/?pid=537250&fmt=gif)

```json
{
  "@context" : "https://schema.org",
  "@type" : "VideoObject",
  "contentUrl" : "https://2419532.fs1.hubspotusercontent-na1.net/hubfs/2419532/Accelerating%20Regulatory%20Compliance%20with%20Generative%20AI.mp4",
  "dateModified" : "2025-07-02T15:58:10.432Z",
  "duration" : "PT32M20S",
  "height" : 720,
  "name" : "Accelerating Regulatory Compliance with Generative AI",
  "thumbnailUrl" : "https://2419532.fs1.hubspotusercontent-na1.net/hubfs/2419532/Accelerating%20Regulatory%20Compliance%20with%20Generative%20AI.mp4/medium.jpg?t=1751471890432",
  "uploadDate" : "2024-04-10T19:38:04.759Z",
  "width" : 1280
}
```