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.