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Author: Chris Bahr, Created: 2026-03-26

Access Controls

Access Controls govern who can do what within SensibleAI portfolio solutions. They ensure users can only access the resources they need, perform the actions they're authorized for, and stay within allocated limits—maintaining security and operational governance across your organization.


What Are Access Controls?

Access controls in Xperiflow manage authorization through a flexible, layered system. Rather than simple binary yes/no permissions, Xperiflow uses a sophisticated model that can express nuanced rules like "User A can run up to 5 jobs in Project X but only read data in Project Y" using permissions.

This enables organizations to:

  • Protect sensitive resources — Control who can view, modify, or delete data

  • Manage resource consumption — Set limits on jobs, memory, and CPU usage

  • Delegate responsibilities — Grant appropriate access levels to different teams

  • Maintain compliance — Enforce governance policies across all operations


Core Concepts

The access control system is built on four interconnected concepts:

Identities — Who

An Identity represents someone or something that can be granted access. Xperiflow supports two types:

Type

Description

User

An individual person in the system

Group

A collection of users with shared access needs

Groups can contain users and other groups, allowing hierarchical access structures like departments, teams, or project groups.

Roles — Bundles of Permissions

A Role is a named collection of permissions. Rather than assigning individual permissions to each user, you assign roles—making access management scalable and consistent.

Xperiflow provides built-in system roles:

Role

Capabilities

Viewer

Read-only access

Editor

Read and write access

Manager

Read, write, and delete access

Admin

Full system access

Organizations can also create custom roles tailored to specific job functions.

Permissions — What

A Permission defines a specific capability or limit. Xperiflow supports two categories:

Existential Permissions — Control whether an action is allowed:

  • Read — View resources and data

  • Write — Create and modify resources

  • Delete — Remove resources

Limit Permissions — Control how much of something can be used:

  • Job Limit — Maximum concurrent jobs

  • Memory Limit — Maximum memory per operation

  • CPU Limit — Maximum CPU allocation

  • Project Limit — Maximum projects accessible

  • Scheduled Job Limit — Maximum scheduled jobs

Scopes — Where

A Scope defines the boundary within which a role assignment applies. Access granted at one scope doesn't automatically extend to others.

Scope Type

Description

Global

Applies across the entire system

App

Applies to a specific application environment (e.g., DEV, PROD)

Solution

Applies to a specific solution (e.g., Studio)

AppSolution

Applies to a specific solution within a specific app (e.g., DEV - Studio)

Project

Applies to a specific project


How Access Is Determined

When a user attempts an action, Xperiflow evaluates their access using RSI Relations—Role-Scope-Identity associations that bind the three concepts together.

Users must have an RSI assignment for their user to interact with SensibleAI Forecast, SensibleAI Studio, or SensibleAI Studio Powered solutions.

Inheritance and Resolution

Access is evaluated hierarchically:

  1. Identity hierarchy — Users inherit permissions from their groups

  2. Scope hierarchy — Child scopes can inherit from parent scopes

  3. Permission resolution — When multiple permissions apply, all constraints must be satisfied

For example, if a group has a 15-job limit and an individual user within that group has a 1-job limit, the user can only run 1 job—the more restrictive limit applies.


Key Takeaways

Concept

Purpose

Identities

Represent users and groups

Roles

Bundle permissions for easy assignment

Permissions

Define specific capabilities and limits

Scopes

Constrain where access applies

RSI Relations

Link identities to roles within scopes

Access controls ensure your Xperiflow environment remains secure, governed, and appropriately partitioned across your organization's needs.

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