Constraint manager for collaborative intelligence and constraint computing

Abstract

Embodiments of the present disclosure are directed to techniques for monitoring and orchestrating the use and generation of collaborative data in a trustee environment subject to configurable constraints. A user interface can be provided to enable tenants to specify desired computations and constraints on the use and access to their data. A constraint manager can communicate with various components in the trustee environment to implement the constraints. For example, requests to execute an executable unit of logic such as a command or function call may be issued to the constraint manager, which can grant or deny permission. Permission may be granted subject to one or more conditions that implement the constraints, such as requiring the replacement of a particular executable unit of logic with a constrained executable unit of logic. As constraints are applied, any combination of schema, constraints, and/or attribution metadata can be associated with the data.