kategos

The VOS Governance & Orchestration Platform

Enterprise AI with enforceable governance, verifiable outputs, and economic control.

Kategos' Virtual Operating System (VOS) is a proprietary architecture designed to coordinate AI agents, enterprise workflows, and human decision-makers within a governed execution environment. Its foundational technologies include the Citation Kernel, which applies deterministic evidence verification and hard output controls, and the Margin-Based Inference Router, which optimizes model selection using projected economic value, compute cost, and latency.

Together, these capabilities establish the foundation for a model-independent, auditable, and economically sustainable enterprise AI platform.

VOS operating engine: 5 core governance

Core platform capabilities

Strategy & Policy Sovereign: Enterprise objectives, authorization, risk thresholds, and operating constraints.

Evidence & Context Services: Data provenance, context management, isolation, and retention policies.

Agent Orchestration & Model Routing: Workflow execution, agent coordination, and economically optimized model selection.

Citation Kernel & Audit Sovereign: Deterministic claim verification, evidence traceability, hard output enforcement, and audit records.

Value & Learning Sovereign: Outcome measurement, human escalation, feedback, and continuous improvement.

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