The Xybern Engine

Architected for the Regulated Frontier

The Xybern Engine is the foundational reasoning layer for high-stakes industries. It combines multi-path logic, immutable provenance, and rigorous self-verification.

AI reasoning engine visualization

The Core Stack

Three pillars of verified reasoning.

Multi-path Reasoning

Xybern doesn't just guess. It generates independent lines of analysis, compares them for consensus, and reconciles conflicts before outputting a result.

  • Parallel logic paths
  • Internal consensus scoring
  • Automatic hallucination detection

Provenance Vault

An immutable records layer that tracks every data access and reasoning step. Every output is anchored to original evidence, not model training data.

  • Source-to-claim mapping
  • Immutable audit trail
  • Regulatory-ready lineage

The Assistant

The interface for human-AI collaboration. Designed for professionals to guide the engine, review evidence, and export verified results into existing workflows.

  • Expert-in-the-loop controls
  • Direct citation review
  • Workflow-native exports

Multi-Path Consensus

Standard LLMs are prone to "confirmation bias" within a single reasoning thread. Xybern solves this by forcing divergent thinking at the architectural level.

01

Hypothesis Generation

The engine creates 3-5 independent reasoning paths based on the query and available sources.

02

Internal Critique

Paths interrogate each other, identifying weak logic or missing evidence.

03

Weighted Reconciliation

A consensus score is calculated, and the most robust, evidence-backed answer is converged upon.

Security from the Metal Up

The Xybern Engine was designed for environments where "move fast and break things" isn't an option. Our infrastructure is built on principles of data sovereignty and complete auditability.

Security Architecture
SOC 2 Compliant

SOC 2 Type II

Rigorous external auditing of all security controls.

RBAC & SSO

Enterprise identity and granular access logs.

Data Isolation

Strict logical separation of customer environments.

Immutable Logs

Every data touchpoint recorded in the Vault.

Deploy the Engine

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