Verification White Paper

🏛️ SABIR VAULT — Verification White Paper

How we prove our Deterministic Forensic Engine is mathematically correct — not just empirically tested

Version 2.7-PUBLIC | August 2026

🎯 Executive Summary

SABIR VAULT is a deterministic neuro-symbolic forensic engine for corporate due diligence, M&A audit, and financial fraud investigation.

💡 Core Architectural Principle: AI Reads, Deterministic Code Decides

Perception Layer

Powered by a 9-billion-parameter Vision-LLM running 100% locally on-device. Strictly confined to OCR, handwriting recognition, stamp detection, and table extraction. AI never makes legal or financial decisions.

Deterministic Forensic Kernel

100% of entity resolution, graph topologies, financial reconciliations, and fraud detections are executed by formal mathematical algorithms with zero probabilistic hallucinations.

Our testing stack has 5 layers of guarantee:

🧮 Exhaustive Models

141 states (<0.1s) — Mathematical Proof

🛰️ Satellite Suite

32 mini-dossiers (<0.2s) — Behavioral Scenarios

🧪 Core Test Suite

199 unit tests in 0.84s — Algorithmic Integrity

🏛️ Constitutional Guards

4 invariants — Regression Shields

📊 Macro Benchmarks

2 cases / 800 documents — End-to-End Validation

Result: 376+ automated checks on every commit. Total execution <2 seconds. Zero known regression in production.

🔬 Deterministic Architecture vs. Conventional AI

Dimension	Conventional AI	SABIR VAULT
Role of AI	Generates opinions (hallucinations)	Strictly OCR/Perception (reading only)
AI Model	Cloud-based, opaque	9B local Vision-LLM (transparent)
Decision Engine	Probabilistic black box	100% Deterministic Discrete Math
Verification	Empirical / Sample-based	Formal Proof by Exhaustion (141 states)
Evidence Trace	Unverifiable narrative	SHA-256 + Blockchain-anchored logs
Privacy	Cloud API (data leaks)	100% Air-Gapped / Zero-Cloud
Security	None	Sandbox + ClamAV Antivirus protection
Automated Checks	None / Ad-hoc	376+ tests in <2 seconds

👁️ Computer Vision Pipeline

Adaptive Autofocus: Dynamic sharpness & contrast enhancement (0.005 sec)
Smart Document Crop: Auto-detect and crop A4 documents (0.003 sec)
Handwriting OCR: 9B Vision-LLM fine-tuned for legal docs (<1 sec)
Stamp Detection: pHash + visual feature matching (0.02 sec)
Native Excel Parser: Direct table extraction without OCR (0.1 sec)

Supported formats: PDF, DOCX, JPG, PNG, WEBP, BMP, HEIC, XLSX, XLS, TXT.

🛡️ Secure Document Ingestion (Zero-Trust)

🔒 Isolated Sandbox — Zero system access during unpacking
🦠 Antivirus Scanning — ClamAV + macro exploit detection
📦 Secure Archive Support — ZIP, RAR, 7z, TAR, GZ, BZ2 with Zip-Bomb & Zip-Slip protection
🚫 Executable Block — Auto-block PE/Mach-O/ELF files

🔗 Blockchain Evidence Anchoring

🔐 SHA-256 Hashing — Cryptographic proof of evidence
⛓️ Public Verification — Immutable proof of existence
📜 Audit Trail — Every decision linked to source file + line number
⚖️ Court Admissible — Legal-grade evidence preservation

🛣️ Six Universal Investigation Routes

1.Financial Mismatch — Payment vs Invoice vs Act reconciliation (gap detection)
2.Ownership Change — Control shifts within 120 days before deal
3.Related Party Chain — Multi-hop entity relationship graphs
4.Signature Conflict — Documents signed after dismissal or death
5.Debt Concealment — Fictitious promissory notes before bankruptcy
6.Asset Stripping — Below-market asset sales before default

🌍 Multi-Jurisdictional Core

Declarative JSON configurations for:

🇺🇦 Ukraine (UA) — EDR, RNOKPP, Family Code (Art. 260)
🇺🇸 USA — IRS, UCC, Delaware LLC
🇩🇪 Germany — Handelsregister, BGB (§ 873, § 1565)
🇵🇱 Poland — KRS, NIP/PESEL, Sp. z o.o.
🇰🇿 Kazakhstan — BIN/IIN, register

New jurisdiction added in 15 minutes via simple JSON config — no code changes.

👤 Human-in-the-Loop Organizer

Scout Recon: Auto-deduplicate, extract all entities (Automated)
Review Workbench: Confirm Anchor, Spouse, Director, Signals (2–3 min)
Evidence Export: Generate HTML dashboard + Court Dossier (3 sec)

⚡ Air-Gapped & Energy Efficient

🔒 Zero-Cloud Security: No client data ever leaves the office
⚡ 15W Power Consumption: Runs on compact enterprise hardware (Apple Mac mini M2)
🔋 17 hours autonomy during blackouts via portable power station
💰 500 documents processed for $0.31 electricity vs $30–50 in cloud APIs

📊 Benchmark Results

Industrial M&A Fraud (500 docs / 7 traps): ✅ 7/7 signals + 6/6 routes
Corporate Bankruptcy (300 docs / 7 schemes): ✅ 6/6 routes + 5M note detection

100% deterministic reproducibility.

Next Step

Validate the engine on your own document archive.