Xybern-Reasoning 7B

Verified reasoning for regulated industries

AI that doesn’t just generate answers. It proves them. The foundational reasoning engine built for evidence-based decision making.

Status
99.8% Accuracy

Confidence
is not proof.

In environments where a wrong answer means legal or financial risk, fluency is a liability. Xybern replaces "best-guess" generation with verifiable chains of thought.

“Conventional LLMs are optimized for fluency. Xybern was built for the workflows that demand deterministic proof.”

Why traditional AI fails here:

  • Opacity "Black box" outputs without logic tracking.
  • Hallucination Errors masked by confident, fluent language.
  • Drift Unpredictable changes in reasoning patterns.

Built for Traceability

A single, immutable reasoning flow from raw input to verified proof.

Ingest

Structured or raw raw data sources.

Reason

Multi-path logical analysis.

Validate

Core policy constraint checks.

Anchor

Immutable provenance ledger.

Verify

Evidence-backed report.

Workspace Analytics UI showing evidence clusters and confidence scores

Advanced Workspace Monitoring

Real-time monitoring of evidence clusters, logical reasoning health, and global state confidence across all automated research tasks.

Verified Audit PDF sample with margin citations and cryptographic hash signatures

Certified Audit Reports

Export-ready documentation featuring margin citations, anchored cryptographic signatures, and provenance trails.

Domain Workspaces

Domain-optimized vertical solutions powered by Xybern.

Core Technology

The Provenance Vault

Every claim made by Xybern is anchored to a verifiable source. The Vault provides immutable, cryptographic proof of the entire reasoning path.

View the Ledger
Immutable Evidence
Immutable data ledger visualization

Advanced Reasoning Architectures

Xybern is a custom-engineered reasoning engine, not a generic wrapper. Our proprietary 7B architecture is optimized for zero-hallucination inference.

Internal 7B Model

Proprietary chain-of-thought weights optimized for enterprise logic.

Logic Reconciliation

Multi-path survival scoring ensures final outputs are consistent.

Read the whitepapers
99.8%

Fact Retrieval

<0.1%

Hallucination

"Xybern's approach to evidence-based reasoning sets a new global standard for AI deployed in mission-critical finance."

— Lead Research Partner

Security First

Enterprise-grade guardrails integrated into the core engine architecture.

Sovereignty

SOC 2 Type II compliant. Your data never leaves your secure VPC.

Auditability

Full metadata for every inference step and data access event.

Isolation

RBAC and true multi-tenant logic separation at the kernel layer.

Hybrid

Deploy on-premise, in your private cloud, or Xybern Cloud.

Ready for verified reasoning?

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