Frequently asked questions

RARS is an AI operating system that provides the tools to codify your business operations as formal, composable specifications. Instead of wiring agents together, RARS runs your executable operating model like any other program, with deterministic execution, full provenance, and governance built in.

AI agent frameworks wire together stateless LLM calls. Every step is a fresh inference, plans drift, and verification/governance is challenging. RARS takes a fundamentally different approach: workflows compile into deterministic programs where AI reasoning, human approvals, and system actions compose into a single executable plan that runs as written.

Today, you buy software for people to use and manually integrate into your workflows. An autonomous operating model flips this: you codify your business operations units as executable specifications, install them into your digital workspace, and RARS executes your structurally connected operating model.

NeuroSymbolic AI combines neural networks (like LLMs) with symbolic reasoning systems. RARS is a NeuroSymbolic AI that combines the flexible reasoning of LLMs with your formal business logic to support deterministic execution, validation, and provenance.

Traditional role-based access control grants permissions unconditionally. RARS enforces situational access control: permissions that evaluate the live state of the business at the moment of execution. Not just 'does this role have permission,' but 'does the current situation support this action.'

Every action executed by RARS has an explicit contract validated against your operating constraints. Combined with full provenance tracking and situational access control, every outcome is auditable, constrained, and traceable to the actor and process that produced it.