Fluid integration into
Studio pipelines
Why change a pipeline that already works?
iNodes plugs directly into your existing tools, scripts and pipelines.
Add AI to your workflow without rebuilding your infrastructure or changing how you work.
Studio Plan
Built for
professionals
Built for
ROCKY LINUX
Deploy iNodes across your entire workstation fleet using your existing IT tools.
Studio admins get centralized control through an enhanced management dashboard.
Deploy and update the application and plugins remotely
Enroll workstations to the organization during installation
Register every workstation in the fleet
View active sessions in real time
Force a user to log out from a workstation
Organization-wide token pool, funded through the subscription
Usage limits per user, team, project, or billing period
Detailed usage history
Exports and supporting documents for internal accounting or client billing
Alerts for thresholds, overages, and low balances
Allow or restrict access to specific models or model families
Assign permissions by role (manager, artist, student)
Enforce catalog policies in the desktop application
Align access with team presets through shared model selections
Link a workstation to the organization during installation
Link each generation to an iNodes user, a workstation, and a team or project
Generate reports by period, project, or user
Provide managers with a complete audit trail of who did what
Establish a foundation for API integration with the studio’s production pipelines
Generate detailed activity logs for administrator audits
Key Details
Security and confidentiality guaranteed
How do you keep control over your data?
How do you keep control over your data?
For each workstation, iNodes allows you to select enterprise-grade AI models that meet strict security and confidentiality requirements: no data retention, no use of your data for model training, and GDPR-compliant processing. iNodes acts solely as a technical intermediary and does not store any data.
Centralized usage management
Keep control at studio scale with an on-demand plan
Keep control at studio scale with an on-demand plan
With iNodes, studios can assign workstations to users, create groups, manage token quotas precisely, and track usage by project. Fleet management, token management, usage tracking, and governance are centralized in a single interface, accessible via API and fully integrable with existing tools and pipelines.
Scale Your ComfyUI Workflows
Build on everything you have already created
Build on everything you have already created
Keep your existing ComfyUI workflows, models, and custom nodes: nothing gets lost. Make them instantly available to artists, running securely on dedicated Ranch Computing servers.
iNodes Education
School
Plan
iNodes is designed to fit naturally into existing software, curricula, and teaching practices.
01
Seamless Curriculum Fit
Works with your existing software licenses
No additional learning curve
Fits your existing curriculum
No disruption to existing workflows
02
Device & Lab Administration
Register every institution-managed device, including computer lab workstations and student laptops
Monitor active sessions in real time
Remotely sign a user out or release an occupied seat
Deploy and update the application and its plugins across the institution’s device fleet
03
Model Access & Permissions
Allow or restrict access to specific models or model families
Define permissions according to role, class, course, or level of study
Assign different access rights to administrators, teachers, and students
Enforce institutional policies directly within the desktop application, with locked models and clear explanations
04
Usage Tracking & Educational Oversight
Link every generation to an iNodes user, a device, and a class, course, or program
Generate reports by period, class, course, or student
Give teachers and administrators clear visibility into how AI tools are being used
Maintain a detailed activity and audit history
A gradual introduction to AI
Pedagogical continuity, not disruption
Pedagogical continuity, not disruption
By seamlessly integrating into the software already taught in class, iNodes allows schools to progressively introduce students to AI without overhauling curricula or teaching methods. iNodes acts as an empowering tool for creative workflows, rather than a separate discipline to master from scratch.
A zero-token option to control usage
Can AI be taught without relying on online credits?
Can AI be taught without relying on online credits?
With native ComfyUI integration, schools can deploy course-ready workflows 100% locally with zero token consumption. From the model management dashboard, administrators can easily unlock selected models or assign token allowances per class or group to match curriculum goals. The institution maintains complete oversight of usage, budgets, and student learning.
Deploy with your local partners
An integration tailored to your IT fleet
An integration tailored to your IT fleet
iNodes gives institutions the technical and contractual option to work with the companies responsible for their IT fleet. In France, deployment can be carried out in partnership with Progiss to ensure an optimal installation adapted to the existing infrastructure and the constraints of each institution.