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Computer vision for engineers

Build vision systems without wasting time on the tooling

Start with footage and a system requirement. Viso Now builds the visual understanding, application logic, workflow, and outputs. Avoid wasting time with datasets, model selection, AI training and assembling separate tools. Instead, build something people can actually use.
Start from a template
Loading Dock Exclusion Zone
Front Desk Wait Tracking
Restricted Site Vehicle Alert
Hazardous Area PPE Check
Pipeline Integrity Scout
Visible Release Detection
Robot Cell Intrusion Detection
Production Area Access Check
Trusted by Fortune 500

Computer Vision for Engineers

Your computer vision stack and dev team

Your knowledge doesn't need more tools or AI experts. Viso is your technical partner - build, iterate, and ship in hours instead of months.

Prove technical feasibility first

Computer vision POCs traditionally start with architecture decisions, model selection, data collection, annotation, and prototype code, often before you know whether the idea will work.

 With Viso, start with the problem instead. Upload an image or video, describe what you need, and test technical feasibility before investing in the full build.

Build the full application by describing it

An AI project requires more than model detections to add value. Viso helps you work out the complete solution design, suggests the perception logic, attributes, rule checks and routing of the application.

Polish it to perfection

Tweak the interface, colors, charts, and texts with direct visual control. Update the perception engine at any point, to refine the reasoning and performance. See changes instantly and bring your ideas to life exactly as you need it.

Production infrastructure included

Viso now gives you access to a perception engine powered by the latest AI models, optimized inferencing, file storage, authentication, databases, and real-time features. All is auto-provisioned.

Connect to other systems

Add your existing cameras to provide media input and decide where results should go. Connect to hundreds of tools via connectors or API's - send emails, sync to your CRM, automate workflows. Add AI computer vision to your product with visual general intelligence, human-level detection and deep analysis.

The Viso Advantage

From technical requirement to working system

With Viso Now, maintenance teams can inspect equipment more frequently, detect visible abnormalities and digitize manual readings with always-on monitoring.

Prove the approach

Start with the scene the system will actually face. Test camera angle, distance, and event visibility before committing to an architecture.

No other tools

Avoid separately selecting a model, writing code, annotating data, developing interfaces, and connecting camera sources. Viso is the next-generation stack for AI vision.

Seamless integration

Connect the application to a real input and a real destination early. Use pre-made connectors and open API's to integrate systems you already have.

Stay flexible

Easily adjust the detection logic, application workflows, how events are created and where they are sent to.

Customer stories

"Before using Viso, we've spent months and years on computer vision projects that never went anywhere. We started with computer vision detections that seemed promising. Then came the camera integration, exception handling, software customization, notifications, and all the work nobody had estimated. With Viso Now, we achieved more in a single afternoon. It's amazing how powerful the perception is."
JK
Jeff K.
AI Automation Engineer · Logistics Operator
"I can sit with the operations lead, change the actual rule quickly, and test it against the actual scene footage while we are still discussing the problem. That is very different from taking notes, creating requirements and coming back after a few weeks."
MF
Morgan F.
Engineering Manager · Transportations Systems

FAQ

Frequently asked questions

No, you will not outgrow Viso. Start building an MVP and scale to full production. Viso creates a real database, real dashboard and real integrations. You always own your data and can move to Viso Suite for dedicated enterprise deployments anytime.

Viso connects to all the tools you need to build a real computer vision system. Upload your requirements to build faster, build your app with a next-gen visual general intelligence engine, connect your app to live camera systems, connect pre-made tool integrations to send data or notifications anywhere. Your AI application works with your existing stack from day one.

No, you don’t need to know how to code. And you don’t need to know the solution design or how your app will work when you start. Build by describing what you want.

Viso Now is a prompt-built vision application platform that automates the computer vision stack while keeping engineers in control of the application behavior. You define the requirement, review the generated logic, test the result, configure inputs and outputs, and decide how it connects to the wider system.

Detection models are components. Viso Now builds the application around the visual task, including scene understanding, operational rules, evidence, review workflows, and outputs. It is designed for getting from a requirement to a usable system rather than getting from an image to a prediction.

Yes. Start with representative images or demo videos, refine the behavior, and connect the automated source after the application meets the initial acceptance criteria.

Yes. Viso Now can work with existing IP and CCTV cameras, video systems, NVRs, stored files, and supported cloud storage sources. The system requires camera access to connect using pre-built connectors.

Viso Now uses a new generation of Visual General Intelligence that can reason about scenes, activities, relationships, deep industry knowledge and context. 

Unlike traditional deep learning systems, it does not require custom data collection, annotation, or model training for every new use case, and can handle much more complex visual tasks.

Yes, team members can collaborate or access the applications you build at any time. We offer free sharing from day one, and a modern tech stack that any team can work with.

Ready to build?

Show Viso Now the scene, define what the system should understand, and connect the result to the systems you already own.