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DIVISION 02 · LAW · SOVEREIGN LEGAL INTELLIGENCE · GEMINI CORE v2.4

IntelliLegal AI
Precedent Engine

A sovereign legal intelligence platform combining NLP-driven document analysis with precedent-based risk assessment. Built on the Gemini Intelligence Core, it transforms unstructured legal documents into structured, actionable intelligence — enabling legal teams to operate at machine speed while maintaining absolute constitutional fidelity under the SEE framework.

ATTRIBUTE VECTOR GEMINI CORE v2.4SEE · DAV
attribute_vector = ["contract_depth", "precedent_recall", "risk_score"]
contract_depth87
precedent_recall94%
risk_score0.34
EMBEDDINGS: 2.3MPARAGRAPHS TRAINED: 4.7MR5 GATE: ENFORCING
0
Clause Types Recognized▲ 12 added in v2.4
0%
Precedent Recall Accuracy▲ +2.1% vs v2.3
0
Average Risk Score0.00–1.00 scale
0ms
Document Processing▼ −3ms latency
* Metrics represent verified platform performance over trailing 90 days. Live telemetry available to authenticated operators.
INTELLILEGAL // CLAUSE ANALYSIS CONSOLE Δ(r) = 1₇
SERVICE AGREEMENT — MTA/2026/088 §2.1INDEMNIFICATION — unlimited liability… §4.3TERMINATION FOR CONVENIENCE — 30 days… §7.2GOVERNING LAW — Republic of South Africa… §9.1LIMITATION OF LIABILITY — 12-month cap… §11.4POPIA DATA PROCESSING — operator duties… 5 CLAUSES EXTRACTED · 87-TYPE TAXONOMY · ENG/AFR INDEMNITY · RISK 0.71 HIGHMTA v SCA r:0.87 TERMINATION · RISK 0.42 MEDCCMA 2024 r:0.74 GOV LAW · RISK 0.12 LOW§ 6A(2) r:0.91 LIABILITY · RISK 0.58 MEDLRA s187 r:0.69 POPIA · RISK 0.09 LOWPOPIA Regs r:0.95 0.34 DOCUMENTAVG RISK R5 GATE ✓ VERIFIED PDF/DOCX PARSE EMBED 768d SCORE CITE GEMINI INTELLIGENCE STACK · ZERO-DATA-LEAK BOUNDARY POPIA · SOVEREIGN HPC
  • CLAUSE §2.1 · INDEMNITY · risk 0.71 · cite MTA v SCA r:0.87 · 11ms
  • RECALL query · 2.3M embeddings · ANN · 12ms · 94% recall
  • LEDGER anchor 0x4d21…a9 · Hyperledger · evidentiary chain sealed
  • NOVEL LINK · POPIA Regs ↔ MTA v SCA · r:0.21 · flagged for review
  • DOC MTA/2026/088 · avg risk 0.34 · R5 GATE PASS
NODES: 12,847RECALL: 94%TAXONOMY: 87 TYPESENGINE: OPERATIONAL
01 — Technology Architecture

Gemini Intelligence Stack

IntelliLegal AI is engineered on a modular, containerized architecture designed for high-throughput legal document processing with deterministic audit trails and zero-data-leak boundaries.

IntelliLegal AI is a sovereign legal intelligence platform combining NLP-driven document analysis with precedent-based risk assessment. Built on the Gemini Intelligence Core, it transforms unstructured legal documents into structured, actionable intelligence — enabling legal teams to operate at machine speed while maintaining absolute constitutional fidelity under the SEE framework.

Every document traverses a deterministic pipeline: pdfplumber and python-docx extract text and structure, Legal-BERT generates 768-dimensional embeddings fine-tuned on 4.7M paragraphs of South African legal text, pgvector performs ANN similarity search across 2.3M precedent embeddings, and XGBoost classifies risk from 140,000+ annotated documents. Every step is anchored to an immutable Hyperledger audit log.

PDF / DOCX FastAPIGATEWAY pdfplumberpython-docx Legal-BERT768d pgvectorANN SEARCH Celery · RedisTASK QUEUE XGBoostRISK CLF CONTRACT DEPTH87 CLAUSE TYPES PRECEDENT RECALL94% · 12ms RISK SCORE0.34 AVG · 0–1
Py
Python / FastAPICore Runtime
PG
PostgreSQL + pgvectorVector Datastore
Ce
Celery + RedisTask Queue
XG
XGBoostRisk Classifier
PF
pdfplumberPDF Extraction
DX
python-docxDOCX Parsing
DK
Docker / KubernetesOrchestration
LB
Legal-BERT768d Embeddings
HL
Hyperledger FabricAudit Ledger
DETERMINISTIC AUDIT TRAILS · ZERO-DATA-LEAK BOUNDARIES · POPIA SOVEREIGN HPC
02 — Core Capabilities

Legal Intelligence Services

Eight specialized engines power the IntelliLegal AI platform, each optimized for a specific dimension of legal intelligence processing and fully POPIA compliant.

Core

Contract Analysis

Multi-jurisdictional contract parsing with automated obligation extraction, term classification, and clause-level risk flagging across 87 distinct clause types. Supports English and Afrikaans language documents with jurisdiction-aware routing.

NLP

Clause Extraction

Semantic segmentation engine that decomposes legal documents into constituent clauses using Legal-BERT boundary detection. Extracted clauses are vectorized via pgvector for instant similarity matching across the full corpus of 2.3M+ embeddings.

ML

Risk Scoring Engine

XGBoost-powered risk classifier trained on 140,000+ annotated South African legal documents. Outputs normalized risk scores with per-clause breakdowns, identifying high-liability provisions, ambiguous language, and regulatory exposure.

Search

Precedent Recall

ANN search over 2.3M precedent embeddings stored in pgvector. Achieves 94% recall accuracy with sub-12ms latency, enabling counsel to surface relevant case law and prior clauses in real time during document review.

Pipeline

NLP Document Parser

Custom NLP pipeline using pdfplumber and python-docx for text extraction, table reconstruction, and layout analysis. Handles scanned documents via OCR fallback with full structural metadata preservation.

AI

Legal-BERT Embeddings

Domain-adapted BERT model fine-tuned on 4.7M paragraphs of South African legal text including statutes, regulations, case law, and contracts. Generates 768-dimensional embeddings optimized for legal semantic similarity.

Labour

Employment Law Suite

Specialized module covering the Labour Relations Act, Basic Conditions of Employment Act, and Employment Equity Act. Automates CCMA referral drafting, unfair dismissal analysis, and workplace policy compliance auditing.

Governance

Corporate Governance

Board resolution drafting, memorandum of incorporation analysis, and King IV compliance scoring. Automated shareholder agreement review with director duty tracking and statutory filing deadline management.

03 — Knowledge Graph

Precedent Network Visualization

Every legal document processed by IntelliLegal AI is embedded into a dynamic precedent graph that maps relationships between clauses, cases, and statutes. The network grows with each document ingested, revealing cross-referencing patterns and jurisdictional linkages invisible to manual review.

MTA vSCA CCMA2024 § 6A(2) POPIAREGS LRA BCEA KING IV SCA 23 CCMA 19 ACTIVE · r:0.87 risk:0.47 NOVEL LINK · r:0.21 PRECEDENT NETWORK · LIVE TOPOLOGY EXACTLY-ONCE INGEST 2.3M EMBEDDINGS · 87 CLAUSE TYPES · 94% RECALL LIVE: 12,847 NODES
Precedent Embeddings2.3M
Live Precedent Nodes12,847
Clause Types Mapped87
Recall Accuracy94%
Training Corpus4.7M ¶

The precedent network visualizes active document relationships in real time. Each node represents a clause, case citation, or statutory reference. Edge weight corresponds to semantic similarity score. The system automatically clusters related provisions and surfaces novel cross-jurisdiction linkages that would remain hidden in traditional legal research.

EDGE WEIGHT = SEMANTIC SIMILARITY · NOVEL LINKS FLAGGED FOR COUNSEL REVIEW
04 — Ecosystem

Integration Partners

IntelliLegal AI integrates deeply with enterprise infrastructure, regulatory frameworks, and document workflows to provide a seamless intelligence layer across your organization.

INTF-01 // Sovereignty

POPIA Compliance

Automated personal information detection and redaction engine aligned with the Protection of Personal Information Act. All document processing occurs within South Africa's sovereign HPC cluster with zero data egress. Compliance checks are baked into every pipeline stage with full audit trails.

INTF-02 // Ledger

Hyperledger Audit Log

Every document ingestion, clause extraction, risk assessment, and precedent query is recorded as an immutable entry on a permissioned Hyperledger Fabric blockchain. Provides tamper-proof evidentiary chain for regulatory proceedings and internal governance reviews.

INTF-03 // Workspace

Document Viewer

Built-in document viewer with synchronized clause highlighting, annotation layers, and side-by-side comparison. Renders native PDF and DOCX with full text search, bookmarking, and section navigation. Integrated redaction tools for sensitive document preparation.

05 — Applications

Legal Use Cases

IntelliLegal AI serves a broad spectrum of legal intelligence needs across corporate, government, and private practice environments in South Africa and beyond.

01

Mergers & Acquisitions Due Diligence

Automated review of target company contract portfolios — identifying change-of-control provisions, material adverse clauses, and hidden liabilities across thousands of documents in minutes rather than weeks. Reduces due diligence timelines by up to 80%.

−80% DD Timeline
02

Regulatory Compliance Auditing

Continuous monitoring of corporate document repositories against evolving regulatory requirements. Automated gap analysis against POPIA, King IV, and sector-specific regulations with remediation recommendation engine.

POPIA · King IV
03

Litigation Support & Discovery

Intelligent document review for discovery proceedings. Semantic clustering of evidence, privilege log generation, and automated brief compilation using precedent recall to surface relevant case law from the network of 2.3M+ embeddings.

2.3M+ Embeddings
04

Employment Dispute Resolution

End-to-end CCMA and Labour Court case preparation. Automated analysis of employment contracts, disciplinary records, and dismissal notices. Precedent recall surfaces relevant arbitration awards and labour rulings from the knowledge graph.

CCMA · Labour Court
05

Contract Lifecycle Management

Full-spectrum contract management from drafting through expiry. Automated obligation tracking, renewal alerts, and clause renegotiation support. Integration with enterprise CLM platforms via REST API and webhook notifications.

Draft → Expiry
06

Corporate Governance Reporting

Automated board pack preparation with King IV compliance scoring. Director duty tracking, conflict-of-interest detection, and statutory filing deadline management across multiple entity structures with consolidated reporting.

King IV Scoring
06 — Pricing

Flexible Plans

Choose the legal intelligence plan that fits your practice. All plans include the Gemini Intelligence Core with full POPIA compliance and SEE governance.

Essentials

R 6,500 / month · billed annually
R6,500/mo
  • Up to 500 documents/month
  • Contract Analysis & Risk Scoring
  • Precedent Recall (up to 50K queries)
  • Document Viewer & Annotation
  • Employment Law Suite
  • Hyperledger Audit Integration
Get Started
POPULAR

Professional

R 16,500 / month · billed annually
R16,500/mo
  • Up to 5,000 documents/month
  • All analysis & risk services
  • Unlimited precedent recall
  • Employment Law Suite
  • Hyperledger Audit Integration
  • On-premise deployment
Deploy Now

Enterprise

Tailored to your firm
Custom
  • Unlimited documents
  • Full suite + custom modules
  • Dedicated instance
  • On-premise deployment
  • Dedicated account manager
  • Custom integration support
Contact Sales
Ready When You Are

Activate IntelliLegal AI for Your Firm

Deploy sovereign legal intelligence across your practice. Contract analysis, precedent recall, and risk scoring — fully POPIA compliant and SEE governed. Onboard your legal team within 10 business days.

2.3M
Precedent Embeddings
87
Clause Types
94%
Recall Accuracy
12ms
Processing Speed
R1–R8: CONSTITUTIONAL GOVERNANCE ACTIVE · GEMINI CORE v2.4 · HYPERLEDGER ANCHORED

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