An advisory AI architecture separating rule-based checks from plain-language risk explanations.
This deep dive demonstrates the pipeline separating deterministic rule verification runs from LLM advisory text explanation layers, ensuring transient document privacy.
Pre-Shipment Advisory Notice:All architectural diagrams, processing pipelines, and data-flow normalizations are visual designs for showcase. No active LLMs are deployed.
Advisory AI Architecture Command Center
Select active pipeline check runs scenarios and trace processing diagnostics.
ARCHITECTURE COCKPIT
Synthetic Pipeline MonitorDocument Intake & Temporary Storage Boundary
Explore data security limits enforcing volatile transient execution buffers.
STORAGE BOUNDARY PREVIEW
OCR & Field Extraction Pipeline
Trace ingestion steps mapping raw document visual forms to normalized field strings.
EXTRACTION PIPELINE
Validate document type categories matches (PDF/PNG).
Text coordinates are parsed in memory.
Align addresses and formats for comparative analysis.
Deterministic Rule Engine
Verify how comparative weight matching rules evaluate discrepancy margins.
DETERMINISTIC RULES ENGINE
Assert presence of mandatory shipping documents (Invoice, Packing List).
Compare cross-document weights, values, and Incoterm mismatch values.
AI Explanation Layer
Audit how rules outcomes DTO values translate to plain-language warning checklists.
ADVISORY EXPLANATION LAYER
Rule mismatches DTO outputs are sent to the advisory model to formulate descriptive warning explanations. The AI model performs semantic summarization and does not make transaction risk decisions.
Prompt Safety & Output Guardrails
Verify prompt instructions preventing legal assertions or bank approval wording.
OUTPUT GUARDRAILS
Human Review Governance
Trace manual checklist checkoffs routed to synthetic team roles.
HUMAN REVIEW GOVERNANCE
Verifies matching scores outputs before submission prep.
Double-checks Letter of Credit compliance parameters checks.
Privacy, Retention & Rate-Limit Controls
Monitor system rate limits designed to prevent parsing overload thresholds.
PRIVACY & RATE LIMIT CONTROLS
Failure States & Fallback Messages
Verify prompt safety warnings triggered during unclear OCR scans.
FAILURE MODES & FALLBACKS
If file image parsing confidence dips below 75%, the engine suspends deterministic check runs and prompts the user to select manually.
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