Technology Framework

A conceptual AI implementation prioritizing explainability and governance. Designed for regulated environments where decision transparency is mandatory.

Core Capabilities
  • Analyzes financial documents against Belgian tax code (CIR).
  • Identifies applicable legal frameworks and precedents.
  • Generates structured reasoning chains (CoT) for review.
  • Flags ambiguous cases requiring expert consultation.
  • Maintains context across multi-step workflows.
System Hard-Limits
  • Cannot make final compliance decisions autonomously.
  • Cannot execute tax filings without human authorization.
  • Cannot operate outside defined regulatory parameters.
  • Cannot generate outputs without traceable reasoning.
  • No unsupervised learning on client data.

Explainability Pipeline

Input Data
Regulatory Check
CoT Reasoning
Human Verification
Traceability Requirements

Every AI-generated recommendation includes a complete reasoning path. Decision support outputs are structured to enable instant verification by tax professionals.

  • Immutable input data fingerprinting.
  • Timestamped analysis checkpoints.
  • Citation of regulatory sources (Moniteur Belge).
  • Confidence scoring for each component.
  • Human review metadata logging.