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Didier Lopes

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Didier Lopes

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Introducing the new OpenBB Workspace, the first AI-powered research and analytics workspace

October 16, 2024 — 6 MIN

Introducing the new OpenBB Workspace, the first AI-powered research and analytics workspace

Last week was an incredible week for OpenBB.

  • On Monday, we launched Product Hunt, where we won Product of the Day and were featured in an article by TechCrunch: Fintech OpenBB aims to be more than an ‘open source Bloomberg Terminal’”.

  • PyQuantNews posted a thread on X about OpenBB that generated 1.3 million impressions: PyQuant News 🐍 on Twitter / X.

  • We hosted a webinar with hundreds of OpenBB community members, which you can find here: Webinar Recording - The Next Chapter: AI Meets the OpenBB Workspace

And to conclude the week, we crossed 60,000 registered users.

In case you missed last week’s activity — this post explains our OpenBB vision, our journey so far, and where we are headed.

Context

When I started working on Gamestonk Terminal, I had no idea of the impact that this side project would have.

While I was tinkering in the right direction — a combination of integrating multiple datasets within one interface and automating my investment research process — I was missing an integral piece of the puzzle.

I needed AI to take my workflow to the next level.

When ChatGPT launched, we understood the impact of this technology and how it would change everything. However, we never believed that a chat would be the right interface to do research. If you're curious to know why, I wrote more about it here: Why chat-only AI Financial Assistants are not the future.

So whilst we watched as hundreds of startups built an “SEC filings chatbot”, “PE data chatbot”, and “RAG on your data”, we decided to go in a different direction…

We compared the technology in use across many types of financial users, including:

  • Desktop providers as the interface to perform investment research like Bloomberg, Refinitiv, and FactSet

  • Cloud vendors marketplaces that offer access to a vast range of financial data like Snowflake, Databricks, and AWS

  • Analytics tools that enable users to bring their own data and create custom visualizations like Streamlit, Tableau, and PowerBI

  • LLMs that can make analysts/quants workflow more efficient (summarization, extracting patterns from data, Q&A) like OpenAI, Anthropic, and Gemini

And we couldn’t find a solution that met the conditions we wanted - an AI-powered research and analytics workspace. For almost two years, we put our heads down and built a product that has the power to be transformative for financial research. A product that sits at the intersection of these solutions.

We also assumed that the models would keep getting better, to the point where agentic workflows would become more and more reliable. Agents perceive their environment, act, observe the results, and adjust. This ongoing process and feedback loop helps them adapt to real-world changes.

This is not just a financial terminal with a chatbot on the side. This is a full-blown Compound AI System (the term was coined by Berkeley University earlier this year - The Shift from Models to Compound AI Systems).

OpenBB Architecture

Data

It all starts with data.

We wanted to offer access to data from many data vendors and data marts. However, if we stopped there, it would be an incomplete offering. So we engineered the platform for users to be able to integrate any data from any source. Whether the data is structured (CSV, json, xlsx) or unstructured (PDF, images, or e-mail), a website or an API endpoint, or a proprietary backend, users can pipeline all the data they need to perform research and analytics.

We have also open-sourced the backend data layer so users can have full control over the data they want to bring into the product. And, in addition, we also have native database integrations like MySQL, SQLite, Snowflake, and others.

Visualization

After hundreds of conversations with analysts, quants, investors, engineers, and students, we understood the gaps in their tooling.

They wanted to have all their data available within the same product and be efficient in their analysis. More importantly, they wanted to be able to share that data with others, both through sharing a dashboard and a report.

The one-size-fits-all solution didn’t meet users’s needs.

Ultimately, they wanted flexibility.

So we built our interface to provide unparalleled flexibility and ensure that users could control their entire workflows.

AI Insights

And finally, the missing ingredient that ties everything together.

We have built the OpenBB Copilot for over one year. It has dozens of different workflows that ultimately result in an AI Copilot that has better accuracy and less hallucinations compared to industry benchmarks - more on this in the future.

The OpenBB Copilot has agentic capabilities, and over time it will be able to do more and more complex workflows based on the type of data available and the better foundational LLMs available.

We are building a future where you can ask the OpenBB Copilot, “What are the biggest risks of investing in X?” and it will be able to create a dashboard with dozens of widgets and relevant data for such assets. It will provide a full investment thesis on that asset based on the data, being able to spot patterns and trends that would take hours or days to an analyst - but in a fraction of the time.

See it in action with this earnings workflow: How to analyze Earnings with Copilot on OpenBB

Bring Your Own Copilot

Given that many of our users are from firms where security and privacy are a must, we have built a framework that enables firms to bring their own copilots. Whether it’s a fine-tuned model on their own internal data or if it does RAG within their database - everything is possible.

We have open-sourced that repository so that AI engineers and developers can integrate their own LLMs into our AI-powered research and analytics workspace. See it here: OpenBB-finance agents-for-openbb.

Products for Individuals and Professionals

Whilst we’ve built the OpenBB Workspace for almost two years, we have kept this product focused on enterprise use cases.

There were two main reasons for this:

  1. We wanted to build a product that was enterprise-ready

  2. We wanted to focus on specific use cases and workflows

Now that we’ve achieved that, we are ready to welcome the rest of our community. Over the past three years, we have amassed a supporting community of hundreds of thousands of investors, analysts, and quants across the globe.

Most people in the financial world have heard about OpenBB, yet the OpenBB Workspace hasn’t been accessible to them.

Until today.

We are creating a free tier for our AI-powered research and analytics workspace.

We’re just getting started, and I can’t wait to hear your feedback.

Sign up for our newsletter so you don’t miss any future announcements, blog posts, and webinars.


Get started with OpenBB Workspace

Overview

  • Context
  • Data
  • Visualization
  • AI Insights
  • Bring Your Own Copilot
  • Products for Individuals and Professionals

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August 25, 2026

OpenBB belongs to everyone

Didier Lopes

Founder & CEO, OpenBB


TL;DR: We are open-sourcing the entire OpenBB product suite under a permissive open source license

Today is bittersweet.

On December 20, 2020, over the Christmas holidays, I wrote the first lines of Gamestonk Terminal, what would eventually become OpenBB. My flight home to visit my parents had been cancelled because of COVID, so I stayed in London and started building a tool to streamline my own investment research process.

At the time, the idea was simple: individuals (and firms) should be able to own their research platforms. They shouldn't have to adapt their workflows to whatever a data or software vendor decided to build. They should own the entire experience - from the data they connect to, to the interface analysts and PMs use every day, to the APIs, models, skills, tools and AI agents that increasingly form part of the investment process.

Over the last almost six years, OpenBB evolved far beyond anything I imagined when writing those first lines of code. We started as an open-source terminal and went on to build the SDK (now Open Data Platform), the OpenBB Bot, the OpenBB Workspace, the OpenBB Copilot, the Excel Add-in, and an ecosystem of applications created by our team, our partners and the community.

We kept innovating and being at the forefront of what user experience should be. I was prepared to die on the hill that if we were to become the financial infrastructure software for the buy-side and sell-side, then we could not monetize data. Monetizing data would have made us a data vendor. The margins would have been higher, but the incentive would have shifted from offering a better UI/UX to selling more datasets. Selling an infrastructure platform is incredibly challenging, for many reasons. And so we died on that hill. Along the way, we built an incredible community, reached millions of people through our open-source project, worked with some of the largest financial institutions in the world and assembled a team that consistently built far beyond what should have been possible for a company of 10 people. There is a lot to be proud of.

But despite all of that, we couldn't find the product-market fit needed to build a sustainable business around this vision within the time we had.

As a founder, I've always bet the house on the next customer, the next feature or the next launch to change the trajectory of the company. Until even just last weeks, when we announced self-serve Workspace Lite. If we were ever going to close doors, then we never wanted to look back and think "what if".

In hindsight, we could obviously have made different decisions - e.g., surrounding data, or going more vertical with clients and their workflows. But short-term monetization was not something I was prioritizing over where I thought the industry was heading. Ultimately, I wanted us to stand for something.

In the last phase of the company, I explored many paths to give OpenBB a better home. We spoke with larger companies that shared parts of our vision and tried to find a home where the products, and ideally the team behind them, could continue to grow. Ultimately, we weren't able to make that happen.

I left London with my wife to build OpenBB and dedicated almost six years of my life to it. So did the team. We built at the intersection of finance, AI, open source and software infrastructure, often working on problems before they became obvious to the broader market.

Before MCP existed, we had created our own API protocol so agents could interact with the data and analytics widgets in the workspace. In 2023, we built askobb, which let anyone ask investment research questions in natural language that required joining multiple different datasets together.

What this team created deserves to continue existing.

More importantly, I still believe the original vision is inevitable. The future of financial software is not a single platform every firm is forced to use. It is thousands of firms building environments that reflect how they actually work - their own data, internal systems, investment processes, risk models and compliance requirements. Increasingly, their own APIs, MCP servers, models and AI agents too.

If that future is coming, then the technology we built shouldn't disappear simply because we weren't able to commercialize it successfully.

It should become available to everyone.

Today, with the support of the team and OSS Capital, we are committing to releasing the entire OpenBB product suite under a permissive license. This includes OpenBB Workspace, Open Data Platform, OpenBB Copilot and the OpenBB Excel Add-in.

These products represent over 5 years of engineering, millions of dollars invested in R&D and thousands of decisions, experiments and iterations with users. They will become a foundation that individuals, startups, data providers and financial institutions can freely use, modify and build on top of.

We will share more details about the order and timing of each release as we complete that work. In parallel, we will determine the right long-term structure to steward the projects, support contributors and preserve what made OpenBB special in the first place. Existing customers and users of the hosted products will hear from us directly about timelines.

For the partners who built applications for the OpenBB ecosystem, I hope this decision makes your products even more valuable. You already did the work of turning your datasets and analytics into applications that users can interact with. Now, those applications will be able to run inside infrastructure that firms can fully own, extend and customize, while combining them with data and tools from other providers across the ecosystem.

The same applies to the broader community. Developers will be able to use the entire OpenBB stack as a starting point rather than rebuilding the same infrastructure from scratch. Firms will be able to deploy it, adapt it to their requirements and connect it to the systems where their differentiated knowledge already lives.

Over the years, many talented people helped make OpenBB what it is today - employees, contributors, partners. Every one of them left a mark on the product.

But I want to recognize the people who carried OpenBB to the very end. Through the uncertainty and the final stretch, they kept building. They are engineers, product builders, designers and operators who have worked across financial data, AI, developer infrastructure and open source. In alphabetical order, they are:

  • Andrew Kenreich, Head of Product Engineering - LinkedIn
  • Darren Lee, Software Engineer - GitHub, LinkedIn
  • Ihsan Saracgil, CPO - LinkedIn
  • José Donato, Software Engineer - LinkedIn, X, GitHub, Website
  • Juan Alfonso, Software Engineer - GitHub, LinkedIn
  • Minh Hoang, Head of Product - LinkedIn, GitHub
  • Ogonna Nnamani, DevOps - LinkedIn, Medium
  • Rita Figueiredo, Head of Marketing - LinkedIn, Website
  • Rita Soares, Head of Design - LinkedIn, Website
  • Theodore Aptekarev, CTO - LinkedIn, GitHub

To our customers: thank you for trusting a small team with such an ambitious vision.

To our partners: thank you for building alongside us and helping create a more open financial data ecosystem. I hope the next chapter gives you even more freedom to serve your users.

To our investors: thank you for believing in us, including when OpenBB was little more than an idea being built from my living room in London. In particular, I want to thank OSS Capital and Joseph Jacks for supporting this decision and enabling the technology to live beyond the company. Two people I want to name separately: Justin Hoffman and Larry Augustin - working with both of you made me a better founder, but more importantly, a better person.

To every contributor who opened a pull request, reported a bug, wrote documentation, answered a question in Discord, built an integration or simply told someone else about OpenBB: thank you. OpenBB would not have been possible without you.

Finally, to every person who spent part of their career building OpenBB: thank you. We pushed the industry forward and proved that world-class financial infrastructure can be built in the open. The commercial outcome doesn't change the quality of the work.

OpenBB didn't become the company I imagined when I started this journey. But the mission was always larger than the company, and I still believe the ideas behind it are right.

If, ten years from now, firms around the world are using OpenBB as the foundation for software they truly own - connecting their own data, building their own workflows and deploying their own AI agents - then what we built will have achieved something that lasts far beyond us; which was my goal all along: have an impact.

Thank you for one hell of a ride.

Didier Lopes
(LinkedIn, X, GitHub)