Scale AI creativity.
Master your costs.
The AI governance platform for creative teams. Bring every model, budget, and user under one layer with user-level analytics, role-based control, and total cost visibility. Stop guessing. Start governing.
Trusted by leading brands and creative studios
Deploy. Control. Create.
All under one governance layer.
Deploy with confidence
Roll out to hundreds of users in minutes with SSO, set fine-grained role-based access, and slot into your existing corporate identity stack.
Control & report
Assign budgets by team, project, or user. Track every action and export custom reports for total visibility on your AI ROI.
Create at scale
Empower every team with best-in-class models and a secure, centralized platform to create, iterate, and ship on-brand creative with confidence.
Governance, not guesswork.
Go beyond simple generation. RunDiffusion brings every workspace, budget, model, and user under one AI governance layer, with the granular analytics and financial controls to manage AI creative operations at enterprise scale.
Project & team workspaces
Stop managing AI in a silo. Spin up dedicated, secure workspaces for every team, project, or client. Assign roles, set permissions, and manage asset libraries from one centralized hub.
Granular analytics & user-level reporting
Finally, real accountability. A direct, auditable link to every action, for every user. Track generation metrics, prompt history, and asset creation in real time. Drill down from the org level straight to a single user's activity log.
Budgeting, forecasting & custom fields
Take control of AI spend. Assign hard budgets to projects, track costs in real time, and forecast before a surprise bill. Tag every generation with chargeback codes, client IDs, or campaign names, so ROI modeling and cross-departmental billing stay simple.
Guardrails for every tool, token & team.
Decide which models a role can run, cap how fast tokens get spent, and standardize how every team is built, all enforced automatically across the whole platform.
Block tools or a whole model family
Approve only the models your organization wants in play. Block an entire Model Family (every Google, ByteDance, or Kling model) or hand-pick individual tools. New models added to a blocked family are blocked automatically.
Token cooldown for spend velocity
Cap how fast anyone can spend, say 10,000 tokens an hour. It's a velocity limit, separate from total budget, that spans both Generation Tools and Open-Source Apps. Hit the ceiling and generations pause with a live countdown until the window resets.
Custom fields & team defaults
Tag every team with the fields your org runs on (project number, cost center, department), and they become searchable, sortable columns in your Company Dashboard and exports. Set new-team defaults once: a monthly budget from a shared token bank, can-exceed, and auto-funding on creation. Even rename “Team” to whatever you call it.
A secure platform for your
entire organization.
RunDiffusion integrates seamlessly and scales securely, from your first user to your ten-thousandth.
Security, SSO & your IP
Deploy with confidence. Integrate with your existing identity providers and enforce access exactly how your security team wants it. Your data, prompts, and models are your IP, never used to train our models or anyone else's.
Centralized control & workspaces
Organize the company into dedicated, secure workspaces. Use advanced role-based permissions to give stakeholders like legal or finance view-only access while empowering your creative teams with everything they need.
A partnership, not a platform.
Your success is our success. We learn your business and architect exactly what AI can unlock for your organization, every step of the way.
A dedicated Solutions Engineer
Your success is our service level. You get a named Solutions Engineer to architect your 30, 60, and 90-day onboarding plan, plus a priority support queue and a 99.9% uptime SLA.
Your enterprise AI questions, answered.
The essentials on AI governance, security, IP ownership, integration, and procurement.
What is AI governance for generative AI?
AI governance is the layer of visibility and control over every generative AI model, user, and dollar in your organization. It defines who can use which models, how fast they can spend, and how every output is tracked, all enforced automatically. RunDiffusion is that governance layer for enterprise creative teams.
Will our data train your models?
Never. Your prompts, assets, and any models you train are your exclusive IP. Data is stored in a secure environment and is never used to train our models or any third-party model.
We use Okta / Azure AD. How does SSO work?
We support SAML-based SSO with all major identity providers. Setup is handled by your Solutions Engineer as part of white-glove onboarding, typically under an hour.
How granular is user-level reporting?
Reporting is tied to each user via SSO. See token consumption, job counts, and asset generation per user, per day. Every report is exportable via CSV or API for your BI tools.
What does a proof of concept look like?
We offer a white-glove PoC for qualified teams: a dedicated Solutions Engineer, a private sandboxed environment, and a mutually-agreed success plan to validate against your use case.
How does RunDiffusion enforce AI governance?
Through role-based permissions, per-team budgets, token cooldowns, model-family blocking, SSO, and user-level analytics, all enforced both in the app and on the API, so policies can’t be bypassed.
See your ROI in real time.
Stop paying for black-box AI. Get a personalized demo of the governance layer and see how workspaces, budgets, and analytics transform your creative operations.