Deterministic Document Archival Pipeline
Deep OCR, Entity Resolution & Safe Move-Only Archival
Points autonomous agents at chaotic folder dumps, reads every document via deep OCR and structural ASTs, identifies true legal subjects, and files canonical archives. Zero deletions, guaranteed.
Safety Model
100% REVERSIBLE
Move-Only
Zero file deletions · Full
_Organize_Log.txt audit trail
OCR Ingestion
TESSERACT
Multi-Modal
Scanned PDFs, image receipts & native office formats
Entity Routing
SUBJECT-FIRST
Contextual
Routes by Patient (not doctor), Applicant (not university)
Author Credentials
VERIFIED
AU Kogod
Akshay Kumar · STEM MBA · Cumulative GPA 3.17 / 4.0
Smart File Organization Pipeline & Invariant Gate
Vector diagram illustrating the deterministic multi-stage document processing flow.
Empirical Before & After Transformation
Concrete demonstration of raw document dump versus structured, entity-resolved filing output.
BEFORE (Chaotic Downloads Dump)
Downloads/
├── scan0001.pdf
├── Doctor_s prescription.pdf
├── W2_2023_final_v2(1).pdf
├── IMG_4019.jpg
└── untitled document (3).docx
AFTER (Entity-Resolved Archive)
Archive/
├── Jordan Rivera/
│ ├── Health Records/
│ │ ├── 2024-03-12_LabReport_MetabolicPanel.pdf
│ │ └── 2024-05-18_Prescription_DrSmith.pdf
│ └── Tax Documents/
│ └── 2023-12-31_FormW2_EmployerCorp.pdf
├── _Needs_My_Review/
└── _Organize_Log.txt