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OpenBB Workspace Demo: Portfolio Analysis, Apps Marketplace, MCP & AI Agents July 1, 2026 — 11 MIN OpenBB Workspace Demo: Portfolio Analysis, Apps Marketplace, MCP & AI Agents Watch demo
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OpenBB vs. Tableau

If your data is already in Snowflake, OpenBB is the fastest path from that data to production analytics. No new infrastructure, no extracts, no separate deployment cycle.

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How OpenBB closes Tableau's gaps on Snowflake

Getting Tableau to work with your data means extracts, connectors, separate servers, and an ongoing DevOps overhead your team has to maintain. For firms already on Snowflake, that is a slow and expensive way to get to analytics you could have running today.

Why financial teams choose OpenBB's
Snowflake Native App over Tableau

From raw data to a running application fast

Tableau requires infrastructure setup, extract pipelines, and custom connectors before analysts see anything useful. With OpenBB, teams install from Snowflake Marketplace and are up and running the same day, instead of waiting weeks for a new dashboard.

AI on your data, without separate infrastructure

Adding AI to Tableau means provisioning Salesforce Data Cloud, replicating data, and managing a second platform. OpenBB Copilot runs inside your Snowflake account on the data already there. Analysts query data, generate SQL, and draft memos in minutes.

Analytics apps without a frontend dev cycle

When Tableau's standard visuals run out, teams end up in JavaScript extensions and months of custom builds. OpenBB's no-code components let analysts build and customize their own dashboards directly on Snowflake data, without engineering support.

One infrastructure footprint, not two

Every tool added to your stack is a deployment to maintain and a permission model to sync. With OpenBB running natively in Snowflake, authentication, permissions, and compute are already handled. Teams ship faster because there is less to manage.

Comparison

Features below refer to the Snowflake Native App deployment and how we compare in architecture, governance, and operating model. OpenBB Workspace is also available as a standalone cloud or on-premises deployment.

Deployment

Deployment model

OpenBB

Runs entirely in customer Snowflake account (on-premises or private cloud versions are also available)

Tableau

External infrastructure (Tableau Server/Cloud)

AI

AI infrastructure

OpenBB

Native Copilot powered by Snowflake Cortex

Tableau

Limited, requires Salesforce Data Cloud integration

Compliance

Governance

OpenBB

Inherits Snowflake RBAC automatically

Tableau

Separate permission layer, manual sync required

Compliance

Data Movement

OpenBB

Zero. Data never leaves your environment

Tableau

Requires data extracts and movement

Compliance

Audit Trails

OpenBB

Snowflake's native activity logging

Tableau

Separate Tableau audit configuration

Usability

Data processing

OpenBB

Snowpark computation on governed data

Tableau

Data extracts or live connections with performance tradeoffs

Usability

Installation

OpenBB

One-click from Snowflake Marketplace

Tableau

Separate procurement, infrastructure setup, configuration

Usability

Mobile Access

OpenBB

Browser-based, responsive design

Tableau

Dedicated mobile apps (iOS/Android) with offline capabilities

Feature OpenBB (Snowflake Native App) Tableau
Deployment Deployment model Runs entirely in customer Snowflake account (on-premises or private cloud versions are also available) External infrastructure (Tableau Server/Cloud)
AI AI infrastructure Native Copilot powered by Snowflake Cortex Limited, requires Salesforce Data Cloud integration
Compliance Governance Inherits Snowflake RBAC automatically Separate permission layer, manual sync required
Data Movement Zero. Data never leaves your environment Requires data extracts and movement
Audit Trails Snowflake's native activity logging Separate Tableau audit configuration
Usability Data processing Snowpark computation on governed data Data extracts or live connections with performance tradeoffs
Installation One-click from Snowflake Marketplace Separate procurement, infrastructure setup, configuration
Mobile Access Browser-based, responsive design Dedicated mobile apps (iOS/Android) with offline capabilities
Head of Financial Services AI, Snowflake

"For banks and asset managers, building applications natively in Snowflake lets teams push quantitative and fundamental research forward while keeping proprietary models and sensitive client data inside Snowflake's security perimeter."

Jonathan Regenstein

Head of Financial Services AI, Snowflake

Head of Financial Services AI, Snowflake

"Partners like OpenBB provide our customers with the specialized toolkit needed to mobilize global market data"

For banks and asset managers, building applications natively in Snowflake lets teams push quantitative and fundamental research forward while keeping proprietary models and sensitive client data inside Snowflake's security perimeter.

Jonathan Regenstein

Head of Financial Services AI, Snowflake

FAQs

It is the same product, OpenBB Workspace, available in different editions. The Snowflake edition runs natively in your Snowflake account via Snowflake Marketplace. The self-hosted edition runs in your own cloud or on-premises environment. The feature set is consistent, but infrastructure, governance, and procurement follow the deployment model that fits your firm.

No. OpenBB Workspace is the product, and it can run in your own cloud or on-premises/VPC without Snowflake. The Snowflake Native App is a Workspace edition for firms that already use Snowflake and want the product to run directly in their Snowflake account. It is an additional deployment option, not a prerequisite.

OpenBB processes data where it lives. When deployed as a Snowflake Native App, computation happens through Snowpark on Snowflake's infrastructure, handling the same large datasets your analysts already query. Cloud and on-premises deployments scale based on your infrastructure, with no arbitrary row limits.

Yes. Snowflake Native Apps run wherever your Snowflake account runs, including private cloud and customer-managed keys configurations. If your compliance requirements led you to on-premises Snowflake, OpenBB operates under the same security posture. Cloud-based and VPC deployments of OpenBB remain available for firms not using Snowflake or requiring hybrid architectures.

OpenBB supports both no-code dashboard building for business users and Python/SQL development for technical teams in the same interface. Analysts who built Tableau dashboards through drag-and-drop find OpenBB's component library familiar. The difference is they now work directly on governed data with AI assistance instead of waiting for IT to refresh extracts or modify calculations.

Want to see it in action?

See how you can transform Snowflake data into production-ready, AI-powered applications.

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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)