Phantom AI.R.

Artificial Intelligence for Role-Aware Assistance and Reasoning

Phantom AI.R. is the role-aware intelligence layer of the Phantom Ecosystem. It provides contextual assistance, workflow guidance, and reasoning support aligned to defined roles, permissions, and oversight—without autonomous execution or decision authority.

Role-Aware Assistance

• Interprets workflow context based on user role
• Surfaces relevant information, status, and references
• Guides users through next steps within a process
• Assists with analysis, validation, and review tasks
• Supports users without assuming decision authority

Agent-Driven Reasoning

• Applies bounded reasoning within defined guardrails
• Supports agent-based task guidance and recommendations
• Aligns responses to permissions and workflow state
• Operates with human-in-the-loop oversight
• Integrates reasoning outputs into Phantom Stack workflows

Working with Phantom Stack

• Operates within Phantom Stack orchestration workflows
• Inherits role definitions, permissions, and lifecycle state
• Receives workflow context and task boundaries from Phantom Stack
• Does not bypass automation, routing, or controls
• Reinforces platform-level guardrails and auditability

Supporting SAM-D and Platform Modules

• Assists Support Agreement Managers during intake and routing
• Provides context-aware guidance to reviewers and stakeholders
• Supports validation and analysis tasks across agreement stages
• Helps users understand process state and next steps
• Reduces friction in complex, compliance-driven workflows

Role-Aware Context Modeling

• Interprets workflow state, user role, and permissions
• Adapts guidance based on where a user is in the process
• Maintains context continuity across multi-step workflows

Permission-Aligned Responses

• Operates strictly within role-based access controls
• Does not surface information outside user authorization
• Inherits security constraints from Phantom Stack

Agent-Driven Assistance

• Provides bounded, task-specific reasoning support
• Assists users with analysis, validation, and understanding
• Supports agent-based logic without autonomous execution

Human-in-the-Loop Oversight

• Designed to assist, not replace, human judgment
• Requires human action for execution and decisions
• Supports review, confirmation, and validation workflows

Workflow-Aware Guidance

• Aligns recommendations to Phantom Stack lifecycle states
• Helps users understand next steps and dependencies
• Reinforces correct sequencing in regulated processes

Audit-Aware Interaction

• All interactions are logged and traceable
• Reasoning support aligns with audit and compliance needs
• Enables transparency in AI-assisted workflows

• Zero-Trust Execution Context – Operates within a zero-trust architecture enforced by Phantom Stack controls.
• Human-in-the-Loop Oversight – All guidance and recommendations require human review and action.
• Role-Based Access and Permissions – Outputs are constrained to the user’s authorized role, permissions, and workflow context.
• No Autonomous Execution or Policy Override – Phantom AI.R. cannot execute actions, approve changes, or bypass platform controls.

• Audit-Ready Interaction Logging – All AI-assisted interactions are logged and traceable for compliance and review.
• Versioned Models and Artifacts – AI behavior and supporting artifacts are versioned to support transparency and auditability.
• IL4/IL5 Deployment Path – Designed to support deployment in IL4/IL5 environments through platform-enforced controls.
• Fed-Aligned Data Handling – Data access and usage align with federal security and compliance requirements.