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?
Really excited to give this product a try after using hours of prompts and trial and error to build a portfolio based of the suggestions of different LLMs and tools.
absolutely cool product, I'm an indian market investor, does it work for me??
Thank you all so much for supporting Driven today. Thank you to everyone who supported, commented, shared feedback, and helped us shape the conversation today.
We really appreciate every upvote, comment, question, and piece of feedback. It has been great to see so many thoughtful discussions around AI agents and investing.
If you try Driven and have any questions or feedback, you can 1. use the feedback button in the top-right corner of the page, 2. join our Discord community (https://discord.com/invite/sZxgvQfvga), or 3. reach us at [email protected]. We’ll keep listening and improving quickly from here.
Driven comes with financial research tools built in—from YouTube and X to SEC filings and earnings call transcripts. No need to spend weeks stitching together expensive data sources and APIs. It just works out of the box.
How customizable are the Playbooks? Can users create their own workflows based in different investing style?
Honestly, the phrase "trusted AI investment agent" is doing a lot of work here, and trust in this space has to be earned, not claimed. What would convince me is transparency, showing its reasoning, not just its conclusions. If it shows the "why" behind a signal instead of just the "what," that's a meaningfully different product than the dashboard tools I've used before.
I've burned hours reconciling data between three different research tabs before making one decision. If this collapses that into one workspace, I'm testing it this week.
Custom Skills and Playbooks sound promising on paper. I'd want to see how much setup time they actually save me.
I've tried juggling five tools for research and execution. If it actually closes that gap, I'm interested.
What I find most compelling about it isn't any single feature, it's the attempt to unify the entire workflow, from idea generation to actual execution, inside one agent instead of five disconnected tools. I've personally lost good opportunities simply because I was too slow moving between research, analysis and my brokerage app. If this genuinely shortens that gap while still keeping me in the decision seat, it solves a real problem I deal with regularly. I'd want to start small and build up trust gradually.
Scheduled tasks are underrated in most of these discussions. I don't want to babysit my monitoring setup every morning. If I can configure something once and have it check it consistently in the background, that alone would justify trying the platform for me.
The 24/7 monitoring piece is what sold me. I've missed too many overnight moves manually. If it actually flags them in time, that's worth a lot.
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.
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 265 upvotes and 57 comments, earning #3 Product of the Day. 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 (659k followers), Fintech (47.4k followers) and Artificial Intelligence (476.7k followers) on Product Hunt. Together, these topics include over 289.8k 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?