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Computer vision for Integrators

Deliver AI vision systems without the forever projects

Turn customer requirements into custom AI vision applications in hours. No coding, datasets, labeling, model training, or bespoke computer vision stack for every project.
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 Integrators

Deliver custom AI vision solutions faster

Turn a customer requirement and a few examples into a working AI vision application. Adapt it to the site and connect it to existing systems.

Prove it on customer footage

Start with footage from the customer site and describe the problem to solve. Viso proposes the solution design, even for complex use cases. Upload existing requirements, or simply ask Viso to consider industry standards and best practices.

Show a working application before the customer commits to a pilot. Demonstrate value from day one instead of selling a project based on requirements or promises.

Build the entire application

Create and refine the entire computer vision application, with interface, database and dashboards. Viso Now builds the visual engine, application logic, workflows, and actions, giving you a working application to put in front of the customer.

Use templates to start even faster, or accelerate the brainstorming phase.

Create solutions, not just detection models

Use Visual General Intelligence to build applications that understand complex objects, activities, interactions, relationships, sequences, and situations. 

Go beyond simple object detection and computer vision APIs. Create intelligent vision systems that can estimate, judge, qualify, rate, or review scenes for hazards, opportunities, risks, non-conformities, and other issues.

Adapt to stakeholder feedback

Adjust what the application understands, change the visual perception engine, rules, refine conditions, or update the workflow without having to re-build everything.

Requirements change as soon as customers see the first result. Viso Now is optimized for iterative building and collaboration.

Connect what is already there

Build around the customer's environment instead of replacing it. Work with existing cameras, video systems, files, and cloud storage.

Connect outcome information to customer systems through APIs, webhooks, alerts, notifications, and other integrations.

The Viso Advantage

Go from site visit to working pilot

Build something the customer can evaluate before weeks of engineering go into the project.

Get real footage

Use a clip from the customer's camera, site, or process. Upload sample images or send it directly from a phone to Viso.

Build the use case

Describe what the customer needs the system to understand. Viso Now builds the application around the requirement.

Validate together

Review findings with the customer and easily change the application while the requirement is still being defined.

Scale the solution

Connect the validated application to live systems and workflows. Expand across sites, cameras, and use cases through the Viso platform.

Customer stories

"We know how to build computer vision. The problem is the amount of work that sits behind every new customer request. Data, annotation, training, testing, then all the application work around it.

With Viso Now we can get to the actual customer requirement much faster. That changes which projects are commercially worth taking on."
MK
Mike K.
Head of AI Solutions · Systems integrator
"We could provide an inference API, but that was not the solution the customer was buying. They needed the finding to trigger an action, fit into an existing workflow, and be understandable to the people running the site.

Viso Now helps us get further than the model response. We can build and demonstrate the application the customer will actually use."
DS
Doreen S.
Senior Data Scientist · Furniture Manufacturer

FAQ

Frequently asked questions

No. With Viso, you do not need to collect datasets, annotate images, write logic in code, select or train a model for every customer project. Viso Now handles the visual intelligence so your team can focus on the solution, integrations, and customer environment.

Yes. Upload image or video footage from the customer’s actual environment, describe or upload the requirements, and build a working application you can test together. It is a much faster way to establish feasibility and deliver an MVP before committing to a larger project.

Yes. Viso works with existing camera and video infrastructure (conventional IP cameras or VMS), so you can add visual intelligence without replacing the customer’s current setup.

Yes. Connect vision applications to APIs, webhooks, notifications, cloud storage (AWS, GCP, Azure, DropBox, OneDrive, etc.), and downstream business systems (CRM, ERP, CMS, etc.) so findings become part of the customer’s existing workflow.

You can always change and refine every part of the application. You can rework the perception engine to improve the visual intelligence, update the logic, change the look and feel of the activity board and create custom live dashboards. Before Viso, such dramatic changes would’ve needed a complete refactoring or add-on projects.

Viso Now utilizes a multi-model orchestration approach, leveraging a proprietary composite architecture to decouple specialized components from the base layer. 

The platform automatically routes tasks across leading foundation models, such as Claude (Anthropic), GPT (OpenAI), and Gemini (Google), to power its perception engine, agentic workflows, or code generation. This strategy ensures that high-performing models handle deep reasoning and multi-modal inputs, while lighter models drive rapid execution, providing a highly optimized, state-of-the-art development experience.

Yes. Visual General Intelligence is not limited to one predefined detection task. You can build applications around different objects, activities, conditions, processes, risks, exceptions, and environments without maintaining a separate model for every use case.

Yes. Start in Viso Now to build and validate the application. When the project requires broader deployment, edge or on-prem infrastructure, governance, SSO, or fleet management, you can expand through the Viso platform.

Ready to build?

Bring the vision problem your team is evaluating now. Show Viso Now the footage and see what works.