Driven is an AI investment agent that turns market insight into action, not just answers. In one agent-powered workspace, it combines 260+ APIs, built-in & custom Skills, Playbooks, scheduled tasks, 24/7 monitoring, real-time data, portfolios, and order workflows. Instead of switching tools or chasing every signal, investors can manage the full journey in Driven, from idea generation and data gathering to analysis and action. It’s your AI investment team, while you stay in control.
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?
the "24/7 monitoring plus order execution" combo is the part I'd want to understand before trusting it, not the research side. an agent that's wrong about a stock thesis costs you an afternoon of reading, an agent that's wrong and also has order placement wired up costs you an actual trade at 3am while you're asleep. what's the failsafe between "agent decides to act" and "order actually goes out," is there a human confirm step by default or does that only kick in above some size threshold
Your tagline says "trusted", which is a big word for investing. What is the output actually grounded in — filings and market data pulled at query time, or the model's own training?
And does it show its sources, so I can check a call before acting on it?
I gave it a try. It provided a really solid analysis of the stocks I'm following. It didn't tell me anything I didn't already know, but it did identify all the key signals. I haven't seen this level of response quality in other services. Great job, and congratulations on the launch!
Congrats on the launch! As a founder, I’m not an active investor myself, but I know quite a few investors and often hear how much time they spend piecing together market data, news, filings, and portfolio context. I like that Driven is trying to turn all of that into a clear workflow, rather than just another place to ask questions. Excited to share this with a few investors I know.
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.
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.
About Driven on Product Hunt
“The trusted AI investment agent, from insight to action”
Driven launched on Product Hunt on August 4th, 2026 and earned 185 upvotes and 15 comments, placing #4 on the daily leaderboard. Driven is an AI investment agent that turns market insight into action, not just answers. In one agent-powered workspace, it combines 260+ APIs, built-in & custom Skills, Playbooks, scheduled tasks, 24/7 monitoring, real-time data, portfolios, and order workflows. Instead of switching tools or chasing every signal, investors can manage the full journey in Driven, from idea generation and data gathering to analysis and action. It’s your AI investment team, while you stay in control.
Driven was featured in Productivity (657.6k followers), Fintech (47.3k followers) and Artificial Intelligence (475.3k followers) on Product Hunt. Together, these topics include over 280.7k products, making this a competitive space to launch in.
Who hunted Driven?
Driven was hunted by Zac Zuo. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how Driven stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Zac Zuo
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?