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VelocityFLASH STREAM
< 150ms · Sub-second
VN LEGAL CORE: v2.6
VN LAW GROUNDING: 100%
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HARMONIC ARCHITECTURE

Comprehensive Capability Synergy

No compromise between speed and depth — seamlessly fusing sub-second reflexes, profound logical reasoning, and optimal algorithmic routing to deliver exceptional precision in Vietnamese jurisprudence.

Instant Reflexes

Sub-second

GOOGLE GEMINI FLASH · FLASH VELOCITY

Optimized on Google Gemini Flash: Ultra-low latency, real-time streaming inference that accelerates legal document queries and statutory lookups without interruption.

Profound Legal Reasoning

Vietnam Law Grounded

GOOGLE GEMINI PRO · DEEP REASONING

Powered by Google Gemini Pro: Deconstructs complex enterprise disputes, cross-references Vietnam's Civil, Labor, Enterprise, and Investment Codes, and grounds every conclusion in verified statutory anchors.

Optimal Synergy

Dynamic Routing

SMART SYNERGY · CONTEXT AWARE

Automatically classifies task nature to dynamically blend speed and cognitive depth, ensuring legal outputs are accurate, legally compliant, and cost-effective for every context.

Adaptive Evolution

Self Evolving

ADAPTIVE BRAIN · CONTINUOUS LEARNING

Continuously learns from your firm's contract templates and domain workflows. The AI becomes sharper over time, tailored exactly to Vietnamese legal standards.

PRODUCT SUITE

Core AI Product Suite

HNguyen Studio develops domain-specific AI solutions built for high-stakes enterprise workflows and Vietnamese legal compliance.

GEMINI PRO REASONING

LegalAI Pro (Vietnam Law)

Specialized intelligence platform tailored for Vietnam's statutory framework, automated contract compliance, and instant statutory verification against Vietnamese laws and decrees.

DOCUMENT INTELLIGENCE

DeepInsight AI

Transform enterprise documents (PDFs, OCR scans, financial statements, project dossiers) into an instant verifiable knowledge base.

Vector MatrixView Demo
ADAPTIVE INTELLIGENCE

Persona AI

Personalized intelligence engine that continuously adapts to user habits, tone, and contextual domain nuances for tailored execution.

Self EvolvingView Demo
DYNAMIC MESH · ISOLATION

HN Mesh & Isolation

Dynamic compute cluster expansion (Dynamic Node Joining) with 100% private on-premise air-gapped data isolation.

Private & MeshCloud Specs
ENTERPRISE & DISTRIBUTED COMPUTE INNOVATION

Dynamic Node Mesh & Air-Gapped Private Data Isolation

View Cluster Telemetry
Dynamic Node Joining (Elastic Scaling)

Seamlessly pools and coordinates idle computing and server capacity into an ultra-fast distributed workload execution grid with automated load balancing. Processing nodes earn Compute Credits to unlock unlimited Studio AI quotas.

100% Private Data Isolation (Air-Gapped Vault)

Deploy in isolated enterprise environments (On-Premise / VPC) with offline execution support on specified datasets — guaranteed security through physical architecture.

PRODUCT SHOWCASE LAB

Interactive Product Showcase Lab

Explore real-time contract verification against Vietnam Statutory Codes, document knowledge synthesis, persona adaptation, and distributed mesh isolation.

LegalAI Pro: Verification Against Vietnam Labor Code (Bộ Luật Lao Động 2019)
VIETNAM STATUTE GROUNDED
LegalAI Pro Vietnam Law Verification Matrix
Inspected Contract Clause:Legal compliance risk under Vietnamese Labor Law detected

"Party B reserves the right to terminate the employment contract immediately without prior notice upon failure to meet monthly sales quota."

Statutory Analysis & Legal Grounding:

Unilateral termination without statutory notice period violates standard Vietnamese labor regulations governing lawful contract termination procedures.

Grounding: Article 36, Vietnam Labor Code No. 45/2019/QH14 & Decree 145/2020/ND-CP
DeepInsight AI Knowledge Extraction
Data Security & Encryption Standard
Relevance: High

Mandates AES-256 encryption for all data at rest and TLS 1.3 for data in transit across all internal processing nodes.

Source: SEC_POLICY_2026.PDF (Page 14)
Disaster Recovery Plan (DRP)
Relevance: Correlated

Automated multi-region data replication and instant failover protocols upon anomaly detection.

Source: DRP_PLAN_2026.PDF (Page 28)
Persona AI Adaptive Synapse
Style Adaptation

Learns concise formatting, logical hierarchies, and executive report structuring.

Deep Context Memory

Retains project history, specialized jargon, and prior strategic decisions.

Proactive Suggestions

Anticipates subsequent tasks based on recurring operational workflows.

HN Mesh & Data Isolation 3D Matrix
Cluster Coordination (AI Compute Credits)
1 Request = 1 AI Credit

Leverage idle computing capacity for background workloads: Automatically earn credits to unlock lifetime access to Studio AI models.

Air-Gapped Vault (100% Private Isolation)
100% On-Premise / Offline

Complete offline execution on specified datasets when local infrastructure permits — verifiable security via physical network separation.

ARCHITECTURE & CAPABILITIES

Foundational Technical Specifications

VELOCITY

Real-Time Reflex Stream

Continuous streaming response pipeline engineered for low latency during complex Vietnamese legal queries.

REASONING

Vietnam Law Multi-Step Logic

Structured business problem decomposition with strict adherence to verified Vietnamese statutory texts and decrees.

CONTEXT

Full-Context Synthesis

High-capacity document processing, cross-referencing multiple complex legal corpora and cases simultaneously.

SECURITY

Enterprise Protection

Multi-tier security controls, zero data retention guarantee, and private deployment options for law firms & enterprises.

VERIFIED BENCHMARKS

Small Lab Edge Node Performance Metrics

Benchmarked directly on a single commodity on-premise node (1x CPU + GPU) using Heterogeneous Pipelined Parallelism — achieving cloud-tier sub-second velocity without expensive clusters.

Explore Detailed AI Engineering Lab Architecture →
Fast-Path Retrieval
297 ms
End-to-End Search & Context Assembly
Single-Node Throughput
52.0 req/s
22.8x faster than traditional ORM
Character-Level Precision
4.5M+ Offsets
100% Bounds Clean & Grounded
Verified Legal Graph
480K+ Edges
Strict Hierarchy Enforced
PERFORMANCE JOURNEY:12.5s (Exploration Baseline) → 5.2s (Decoupled Services) → 499ms (Unified Parallel Pipeline · 82x Faster)
Explore Architecture Lab & Latency Matrix →
DISTRIBUTED COMPUTE NETWORK & DATA ISOLATION

Idle Compute Pooling & Private Data Isolation

For individuals & enterprises looking to share idle server capacity for AI ecosystem access, or deploy 100% air-gapped on-premise AI models.

Idle Compute Resource Sharing

Lightweight 1-click worker daemon: Processes background AI tasks during idle cycles to earn Compute Credits in real-time.

Unlock Full AI Ecosystem

Compute Credits directly unlock unlimited access to LegalAI Pro, DeepInsight AI, Persona AI, Developer API Keys, and Cloud Vector storage.

Absolute Data Isolation

Supports air-gapped on-premise node deployment for 100% offline execution on sensitive enterprise datasets.

* Compatible with enterprise Linux, Windows Server, and containerized Docker/Kubernetes environments.REGISTER COMPUTE NODE OR REQUEST DATA ISOLATION

Core Team

Engineering and operating the Vietnam Legal AI platform.

VHiếu

VHiếu

Founder & Lead Architect

@vhieu

Systems architect, leading core AI models and infrastructure development.