Not an AI Model. A Control Plane.

The Reasoning Fabric governs how intelligence is applied—ensuring all outputs remain aligned with intent, evidence, and authority.

Semantic Foundation

Built on the Orthogramic Metamodel—a universal grammar of business entities and relationships that preserves meaning across all transformations.

Governance First

Governance is embedded in the reasoning process itself, not applied as a filter after outputs are generated. Control is architectural, not procedural.

Complete Provenance

Every claim traces to source. Every transformation is recorded. Full audit trail from input to output, enabling explanation and certification.

Governed Reasoning Pipeline

A structured process transforms raw inputs into investment-grade deliverables—with governance applied at every stage.

From Intent to Insight

Every output is traceable and auditable

Define Intent
Specify scope, outputs, and requirements
Ingest & Normalise
Structure inputs against the metamodel
Reason & Validate
Apply governed analysis
Compile Outputs
Generate auditable deliverables

What the Fabric Delivers

Integrated capabilities that work together to produce trustworthy, auditable outputs.

Data Normalisation

Heterogeneous inputs—documents, data feeds, APIs—are transformed into structured, consistent representations aligned with the Orthogramic Metamodel.

Multi-source ingestion Structural consistency Conflict detection

Governance Enforcement

Configurable rules and constraints ensure all reasoning remains within defined boundaries. Policy compliance is verified continuously, not checked at the end.

Rule enforcement Policy compliance Authority boundaries

Evidence Assessment

All claims are grounded in evidence with transparent confidence levels. Know what supports each conclusion and where gaps exist.

Source tracking Confidence indicators Gap identification

Multi-Format Output

Generate reports, memos, visualisations, and data exports—all derived from the same governed semantic structures for consistency.

Reports & memos Visualisations Data exports

Built for High-Stakes Decisions

Fundamental differences that matter in regulated, audited environments.

Governance by Design

Controls are embedded in the architecture, not added as an afterthought. You can't bypass what's structurally enforced.

Full Audit Trail

Every output can be traced to its sources. Explain any conclusion. Meet regulatory requirements for documentation.

Interactive Refinement

Not single-pass generation. Refine scope, adjust emphasis, explore alternatives—all while maintaining traceability.

Model Agnostic

Not tied to any single AI model or vendor. The fabric governs the reasoning process regardless of underlying technology.

Consistent Structure

All outputs share the same semantic foundation. Cross-reference documents, compare analyses, aggregate insights reliably.

Authority Controls

Define who can approve, override, or execute. Escalation paths and accountability are part of the system, not the process.

Trustworthy Intelligence

Outputs you can defend, explain, and certify.

Explainable Conclusions

Every claim links to evidence. Understand and communicate the basis for any output.

Audit-Ready Documentation

Full provenance records satisfy regulatory and compliance requirements.

Consistent Quality

Structured governance ensures reliable outputs regardless of input complexity.

Institutional Knowledge

Build on previous work. Semantic structures persist and compound over time.

Patent-Pending Technology

The Reasoning Fabric incorporates innovations protected by our patent portfolio for governed intelligent automation.

Learn about the patent

See It in Action

Discover how the Reasoning Fabric transforms your document workflow into institutional-quality deliverables with complete provenance.