OpenAI builds and deploys advanced AI models like GPT-4o for autonomous agents and workflows.
muniment
$18/moStarting price
0Popularity
About muniment
A governed workspace that routes AI model interactions, enforces access policies, and maintains an append-only audit trail for organizational use. It allows owners to define which models can be used, sets entitlements and action policies, and records every privileged decision with exportable audit entries. The platform supports on-device voice processing, ensuring no voice data leaves the machine, and provides a single interface that scales from simple questions to agentic workflows. Organizations connect their identity provider, invite members, and install desktop apps across macOS, Windows, Linux, iOS, or Android. Model inference costs are passed through without markup, and all records remain exportable in open formats. The product emphasizes accountability by making every answer traceable to its route, cost, and execution time within the organization’s defined territory.
Key features
- Model routing with policy-based allowlists
- Access control that persists even if client identity is misrepresented
- Append-only audit logs with SIEM-ready export formats
- On-device voice capture and dictation cleanup
- Desktop apps for macOS, Windows, Linux, iOS, and Android
- Integration with identity providers via SSO and SCIM
- Real-time cost and duration tracking per model interaction
- Unlimited policies and connections included
Use cases
- Enterprise governance of AI model usage across departments
- Audit and compliance tracking for regulated industries
- Secure on-device voice processing for sensitive workflows
Pros
- Enforces organizational policies for AI model usage and access control
- Maintains an append-only audit trail of every privileged decision and model interaction
- Supports on-device voice processing with no data leaving the machine
- Allows organizations to bring their own model provider keys or weights
- Provides a single governed workspace across desktop and web interfaces
Cons
- Waitlist-only access at present
- No public API available yet
- Pricing starts January 2027 with no free tier after beta
Frequently asked questions about muniment
What does muniment do?
muniment provides a governed workspace that routes AI model interactions, enforces access policies, and maintains an append-only audit trail for organizational use. It allows owners to define which models can be used, sets entitlements and action policies, and records every privileged decision with exportable audit entries.
Who is muniment designed for?
The tool is designed for organizations that need to govern AI usage, enforce policies, and maintain accountability for model interactions. It suits teams requiring structured access control, audit trails, and policy enforcement across multiple models and workflows.
How does muniment handle voice processing?
muniment supports on-device voice processing, ensuring no voice data leaves the machine. Dictation is cleaned up locally, and replies are spoken from the desktop app without routing voice data to external endpoints.
What integrations does muniment support?
Organizations can connect their identity provider (SSO and SCIM) or use email authentication. The platform also integrates with existing model endpoints and supports installation across macOS, Windows, Linux, iOS, Android, and browser extensions.
Does muniment charge for model inference costs?
Model inference costs are passed through without markup. Users pay only for the actual model usage, and the platform does not add any additional fees for inference.
How do I get started with muniment?
To get started, sign up with a work email, connect your identity provider, invite your organization, and install the desktop app on supported platforms. No credit card is required during the trial period.
