A lot of AI products start from the same place: put a model into a domain, connect a few data sources, and let users ask questions.
We started from a similar direction last year. But as we learned more from building in this space, we saw a bigger opportunity: better answers are only the beginning.
The harder part is making AI useful inside real workflows.
In most vertical domains, the work is not one question and one answer. It is a process.
Healthcare, legal, finance, recruiting, sales, research, and engineering all have their own data sources, permissions, memory, tools, review steps, and user control needs.
Driven
Hi Product Hunt,
I’m Zania from Driven. Excited to finally share what we’ve been building.
Driven started as a tool we wanted for ourselves.
We invest too, and our team has spent years building products around investor communities. One thing kept coming up again and again:
Investors are not short on information. They are overwhelmed by it.
There is more market data, filings, earnings content, news, X signals, portfolio data, and analysis than ever before. But most of the real work still falls on the investor: gathering context, checking what changed, comparing signals, and figuring out what actually matters.
We did not want to build another dashboard or another chatbot with market data attached.
So we built Driven: an AI investment agent that helps investors move from insight to action.
A few things that make Driven different:
• Real-time data and 260+ APIs
• Built-in and custom Skills
• Playbooks for repeatable investment processes
• Scheduled tasks and 24/7 monitoring
• Portfolio context in one workspace
• Order workflows
• Investor control at every step
What we care about most is not just better AI answers.
It is whether an agent can keep following the companies, portfolios, filings, earnings, and market signals you care about, then bring you back when something actually matters... And that is just one part of what Driven can do.
That is why Driven feels less like a search box and more like an AI investment team.
We are still early, and we’d really love to hear how the PH community thinks about AI agents in investing.
Where would you trust an AI investment agent first:
finding ideas, monitoring signals, following earnings, tracking portfolios, or preparing actions?
Driven
@zaniaz We are proud to deliver the products we use and love to more investors, and it is continuously growing, helping more users achieve gains in their investments.
Driven
Driven is one of the best investment assistant products I have ever built and used!
As one of the Product Makers, I’ve been exploring how AI Agents can truly transform the way investors work. Unlike traditional tools that mainly provide data and information, Agents enable a shift from passive searching to active understanding, analysis, and decision support — opening a new window for investing.
During the development of Driven, I focused on product design, interaction, and frontend experience, with the goal of making complex investment analysis simpler, more intuitive, and more efficient.
I’m also one of Driven’s most active users. Today, I use Driven to analyze my own options, ETF, and Hong Kong stock portfolios across three accounts. It has become an important part of my investment workflow, helping me better understand my positions, identify risks, and organize my investment ideas.
I hope Driven can truly help more investors improve their decision-making, reduce the complexity of investing, and ultimately create real value by helping people make better investment choices.
Driven
@xiaohei_nian Really appreciate you sharing this.
What makes this especially meaningful is that you’ve seen Driven from both sides: building the product and using it for your own investing.
That is exactly the kind of product we hope to build: Something that makes complex investment work easier to understand, easier to follow, and more useful in real decisions.
Excited to keep building it together 🤝🫶
Driven
@xiaohei_nian Driven's role in investment is evident. It is not only an efficiency tool that helps investors quickly extract the essence from complex, lengthy reports, but it is also intelligent—often possessing knowledge and analytical capabilities that surpass 95% of investors. Driven also understands you, making different judgments based on each investor's preferences and risk tolerance.
There are still many, many potentials waiting for us to unlock.
”Driven is not available in your region“😭
Driven
@ivory_xuxuxu We apologize, but due to certain model restrictions, we are currently unable to offer services in regions such as China and Hong Kong. We sincerely apologize for any inconvenience this may cause. We will work to expand to a wider range of regions as soon as possible. I will get back to you once that happens.
Driven
Hi Product Hunt!
I’m Head of Product at Driven. I’ve been investing for over 15 years, and my teammates are experienced stock investors too. We also work closely with a dedicated investment research team that brings financial expertise and practical experience to the product.
We started exploring how AI could solve real investing problems a couple of years ago. As AI models improved, we learned more about where AI could actually be useful in the investment process.
This year, we decided to build Driven, an AI agent designed specifically for investing.
We want to give individual investors access to the research tools and workflows typically used by professional investment teams. We hope Driven can help close that gap and give more people an investment team of their own.
We use Driven in our own investing. We keep testing it, seeing what works and what doesn’t, and improving it along the way.
Today, we’re excited to finally share it with more investors.
The trusted AI investment agent, from insight to action.
Driven
@zwaydot Well said.
Building Driven has always been about more than adding AI to investing. It’s about rethinking how investors access research, tools, decision support, and move from insight to action.
Your investing experience and product perspective have helped shape the direction we’re building toward. Excited to keep improving Driven and bring this vision to more investors. 🤩
Driven
@zaniaz We are all on the path of learning and creating.