Execution Envelopes: A Standardized Admission Contract for AI Backend Requests
A new paper on arXiv (2605.08267) introduces the concept of an "execution envelope," which acts as a unified internal admission object for enterprise AI backends. As these systems handle a variety of requests related to deploying models, making inferences, evaluating data, and managing workflows, they often receive requests in different formats that are tied to specific services. This variety makes it tough to implement shared features like logging, governance hints, and policy checks without needing to redesign contracts for each service. The execution envelope includes information on the requester, the execution type, requested resources, relevant policies, and permissions granted. Importantly, it doesn’t aim to replace existing request models or create new authority tokens, but rather offers a cohesive admission framework for backend integration.
Key facts
- Paper titled 'Execution Envelopes: A Shared Admission Contract for Backend AI Execution Requests'
- Published on arXiv with ID 2605.08267
- Introduces execution envelope as a normalized internal admission object
- Addresses heterogeneous execution requests in enterprise AI backends
- Covers model deployment, inference, evaluation, data movement, and agentic workflows
- Records who, what resources, policy scope, and granted execution
- Does not replace service-specific models, scheduling, or authority tokens
- Defines a descriptive admission seam for backend components
Entities
Institutions
- arXiv