The development of computer vision applications has been stuck in roughly the same workflow for years: collect data, annotate it, train models, write pipelines, then spend months - or often years - getting something useful into production, if ever.
We think that is about to change.
With Viso Now, you can give AI real images or video, describe what you want it to understand, and build a working vision app from there. It can reason about real-world scenes, activities and situations, and build a complete application with logic, live dashboards, API integration or notifications.
It feels much closer to building with an AI agent than building a traditional computer vision system.
Viso Now
Hey everyone 👋 I'm Talia, member of the viso.ai team!
So, why Viso Now. As we've been in the computer vision space for quite some time, we saw that our customers kept running into the same annoying gap on their projects: the model does its job and flags something, but then what? In practice, that "then what" turns into someone hacking together a script to dump detections somewhere, a human squinting at a spreadsheet, and alerts that either don't exist or exist in someone's inbox filter that nobody trusts. We got tired of rebuilding that glue every time, so we built it once, properly.
What that looks like in practice: you point Viso Now at your footage or images, it routes anything flagged into a review queue that's actually built for a person to move through quickly (not a data scientist, an actual ops or QA person), and it pings you the moment something crosses whatever threshold matters to you.
The part I like most is that it doesn't care what your "something" is. We've had early users piloting it for things as different as catching defects on a production line and, genuinely one of my favorite examples, a small marine biology team using it to track coral bleaching across reef survey footage. Same review-and-alert loop underneath, wildly different Tuesday for the person using it.
If you're running or experimenting with a CV model and have hit that same "okay but who actually looks at this" wall, I'd love to hear about it. Drop a comment, and I'll be in touch today!
@taliambender really like that the review queue is optimized for speed. Ops teams will love this congrats for launchig🙌
Viso Now
@taliambender to me the most amazing part is that the computer vision projects that used to take 2, 3, 12 months can now be done in minutes! Some of our long term "traditional" computer vision clients are adding Viso Now to their ecosystem because it can reason and understand context much better than anything the market has seen before!
Really interesting. Can I integrate cctv cameras to viso now? Getting data from the physical world sounds good
Viso Now
@fernando_sanchez11 Hi Fernando, thank you for the question. Yes, you're able to connect cameras directly to Viso Now. You will find a camera connector inside Settings > Connectors.
Viso Now
Hi Product Hunt!
The very first company we showed Viso Now to was a prospect we'd initially only been able to offer a traditional computer vision solution to. That would have meant months of development and $30,000 in investment before they even had real data, and the question they needed answered was simple: how do people actually interact with our new machine? It runs on its own, so do people still try to engage with it? Do they stand around watching, or just walk away and let it do its thing?
Two weeks later we gave them pre-beta access to Viso Now. They solved it in minutes, then kept refining the logic themselves. Now they have a fully shipped solution that took them hours to perfect, and instead of manually reviewing footage clip by clip, they get the answer through charts and dashboards.
Their first reaction was to call it "magic." We actually had to cut that line from our slides because it sounded too much like marketing copy. But it's genuinely how it felt to watch.
Don't take our word for it. Try Viso Now today, it's free.