What Is a Methodology at FERZ?

A FERZ methodology is a domain-independent, formally defined system for:

  • Structuring thought or content
  • Transforming unstructured input into governed form
  • Embedding compliance, traceability, or auditability
  • Scaling cognition across teams, systems, and AI models

They are often implemented upstream of our product stack—feeding LASO(f), LASO(f)-AG, or Tsutka with structured, aligned, and cognitively coherent inputs.

Think of methodologies as cognitive governance layers, composable across applications.

Why Methodologies Matter

Without structure, there is no governance. Without governance, AI is guesswork.

  • Upstream rigor for deterministic systems
  • Cognitive scaffolding for complex reasoning
  • Compression pipelines for document-to-governance workflows
  • Domain-agnostic repeatability for scale and audit

They turn knowledge into infrastructure. They make thought governable.

Available Methodologies

MRCF: Meyman Recursive Cognition Framework™

A structured system for recursive thinking and inquiry design.

MRCF Features

  • Enables four-tiered prompts: Descriptive → Analytical → Strategic → Ontological
  • Optimizes prompt design, reflection workflows, and governance audits
  • Teaches intellectual agency and precision-driven reasoning

Explore MRCF

SCM: Semantic Condensation Methodology™

Compress unstructured knowledge into AI-readable, verifiable structures.

SCM Features

  • Reduces 100k+ character documents into validated 10–20k artifacts
  • Preserves structured rules, metrics, and compliance-critical content
  • Embeds cryptographic audit signatures and semantic drift tests

Explore SCM

Methodologies + Products

Each methodology in the FERZ stack is designed to complement product implementations:

Methodology integration with FERZ products
Methodology Feeds Into Purpose
MRCF LASO(f), Tsutka Structured inquiry, prompt recursion
SCM LASO(f), LASO(f)-AG Semantic compression, pre-governance staging

Together, they form the thinking substrate behind the FERZ governance stack.