GENIUSPACE® — APP
🧠 Behavioral AI🔒 internally documented invention portfolio✓ Public brand mark

The first
cross-cultural AI,
local-first

GeniuSpace® is presented as a local-first cross-cultural behavioral intelligence architecture. Model-size, runtime and compliance claims require the Evidence Matrix, model card and deployment-specific validation.

53K+Lines of code
architecture cibleAI Parameters
11Jurisdictions
5 000Cultural protocols
ORACLE CORTEX · GENIUSPACE● ONLINE
⚡ Sovereign Mode active — Local WebGPU inference
How to negotiate a B2B contract in Japan?
→ Analysis: COMMERCE · CULTURE · JAPAN · Confidence 94%
Nemawashi (根回し) is fundamental: informally prepare the ground before any meeting. Individually involve decision-makers upstream to avoid public refusals. 3 sources found in your local memory.
✦ Ask the Oracle a question...
Our vision

Sovereign AI serving
cross-cultural intelligence

70% of international negotiations fail due to cultural misunderstanding (Harvard Business Review). GeniuSpace® addresses a $8.3B global market with a radically new approach.

🔒

Digital sovereignty

Local-first by design. Documented modules may run in-browser/WebGPU where supported; data flows and GDPR/PIPL/APPI/EU AI Act analysis depend on deployment scope.

🧠

Specialized AI, not generic

GeniusBrain (documented model-architecture target) trained exclusively on cross-cultural behavioral intelligence. Graph of 5,000 cultural protocols with causal relationships.

🌍

4 native cultures

Japan (keigo, ringi, nemawashi), China (guanxi, mianzi), USA (Anglo-Saxon), France (continental law). Each culture modeled with deep behavioral codes.

Key figures

An enterprise-grade technical project

0+
Lines of code
0M
AI Parameters
Total addressable market
8.3 Md$

Global intercultural training · CAGR +12%

6.1 Md$
IA L&D · CAGR +28%
14 Md$
SaaS B2B RGPD · CAGR +18%
317
Files
<500MB
VRAM
>60t/s
WebGPU
5 000
Cultural protocols
The platform

GeniuSpace® in action

A complete platform: AI conversation, community forum, memory lab, e-learning and more.

/oracleOFFLINE
/forum
🧠 IA
🤝 Negotiation
🇨🇳 China
🇯🇵 Japan
🇰🇷 Korea
🇹🇭 SEA
📊 B2B
🧠
IA agentique : B2B 2026
Retour d'expérience sur flows agentiques...
IAExpert
🇯🇵
Keigo : 3 niveaux de politesse business
Guide pratique pour le marché japonais...
🇰🇷
Chaebols & Nunchi : négocier en Corée du Sud
Hiérarchie, kibun et ppalli-ppalli culture...
🇹🇭
Thaïlande, Vietnam, Indonésie : codes B2B Asie du Sud-Est
Kreng jai, face culture et approche relationnelle...
🏆 Top
🦁 Kenzo_M2.1k
🌊 Sara_AI1.8k
⚡ TomKy1.4k
/oracle-lab847 fragments
Oracle Lab

Memory ingestion · RAG local · Benchmarking · Export

⬆ Ingestion🧠 Memory⚡ Bench⬇ Export
/modules
🧠
AI Mentor
Behavioral coaching by specialized AI
💬
Forum
Collective intelligence community
🛒
E-commerce
Intercultural resources marketplace
🏛
Governance
DAO and community decisions
📁
Drive / Vault
Encrypted local secure storage
🎓
Learning (LMS)
Adaptive training paths
📸
Scan OCR
Intelligent digitization & extraction
✉️
Messaging
P2P encrypted communication
Architecture

Proprietary tech stack

Patented architecture for local inference, data sovereignty and performance. No source code exposed.

1 User input
2 CTE Encoding
3 CGA Attention
4 MHBO Output
5 Response + Score
Frontend
App Router Next.js 15
🎨 Design System Tailwind
🔐 Multi-level Auth RBAC
📱 Offline PWA SW
Patented AI Engine
🧠 GeniusBrain documented model-architecture target
⚙️ Inference kernel WebGPU
🔮 CGA Attention Patented
⚔️ ABSP Self-Play Patented
📊 CKG Graph 5K nodes
Data Layer
💾 Local storage IndexedDB
🔍 Local RAG On-device
📷 Embedded OCR Tesseract
🛡️ DLVP Domain Patented
INVENTION DISCLOSURE · IP
Intellectual property

13 internally documented inventions

Internal invention documentation. Filing references, jurisdictions and priority details should only be published when independently verifiable.

CTE

Cultural Tensor Encoding

Cultural protocols → continuous 8D tensors injected into the transformer.

CGA

Cultural Graph Attention

Dual parallel attention: transformer + GAT on cultural graph.

MHBO

Multi-Head Output

4 simultaneous outputs in 1 forward pass: response, score, adversary, branch.

ABSP

Adversarial Self-Play

Behavioral self-play without external reward model (≠ RLHF).

BES

Behavioral Embedding

Distance = behavioral effectiveness, not semantic similarity.

DLVP

Domain Lock

Vocabulary pruning → structural impossibility of off-domain output.

TKCI

Tacit Knowledge Crystallization Index

Quantifies implicit expertise (signals, context, experience).

BTCP

Behavioral Time-Capsule Protocol

Encapsulates strategies & scripts by context, time and constraints.

CGNT

Cross-Generational Neural Transfer

Transfers behavioral patterns across cohorts, cultures and negotiation styles.

SSEM

Silence Semantics Encoding Module

Encodes pauses, silence and implied meaning as usable signal.

CIC

Collective Intelligence Crystallization

Multi-stakeholder synthesis with traceable agreements & disagreements.

AKST

Adversarial Knowledge Stress Test

Robustness against contradictions, jailbreak prompts and out-of-domain drift.

IGDT

Intergenerational Debt Token

Tokenized governance primitive for intergenerational commitments (DAO & protocols).

Worldwide protection — 11 jurisdictions

🌐
PCT
EN INSTANCE
🇪🇺
Europe (OEB)
EN INSTANCE
🇺🇸
États-Unis / USA
EN INSTANCE
🇯🇵
Japon / Japan / 日本
EN INSTANCE
🇨🇳
Chine / China / 中国
EN INSTANCE
🇰🇷
Corée du Sud / 한국
EN INSTANCE
🇮🇳
Inde / India / インド
EN INSTANCE
🇦🇺
Australie / Australia
EN INSTANCE
🇨🇦
Canada
EN INSTANCE
🇧🇷
Brésil / Brazil / ブラジル
EN INSTANCE
🇸🇬
Singapour / Singapore
EN INSTANCE

14 claims · Classifications: G06N 3/08 · G06F 40/30 · G06N 5/04 · G06N 3/04 · Priority: Feb 20, 2026

Roadmap

Strategic roadmap

From MVP to internationalization. Each milestone strengthens the competitive moat.

✅ 2017 — 2024

Genesis & Field Expertise

15 years B2B commercial experience. 500+ professionals trained. Intercultural methodology developed. public brand usage documented.

✅ 2024 — 2025

Full-Stack & AI Transition

RNCP Level 6 certification. 53K+ lines of code, 317 files. GeniusBrain architecture cible parameter architecture.

✅ FEBRUARY 2026

Invention documentation & IP protection

Internal invention families prepared; filing references and jurisdictions must be verified before publication.

✅ 2026

Master MBD Application — Montpellier

Acquiring management, finance and strategy skills to scale GeniuSpace®.

🔮 2026 — 2027

Commercial Launch

First B2B enterprise clients. Product-market fit validation. Starter / Business / Enterprise plans.

🔮 2027 — 2028

Scaling & Internationalization

Target 500 enterprises. €1.2M ARR. Europe & Asia expansion. Institutional partnerships.

🔮 2028+

Open SDK & Ecosystem

API/SDK for third-party integration. Cultural graph expanded to 10+ cultures. Industry standard.

Institutions & Enterprises

Built for the most
demanding requirements

GeniuSpace® natively meets European and international regulatory constraints.

🏛️

On-Premise Deployment

Zero cloud dependency. AI processing on terminal via WebGPU/NPU. Ideal for classified environments.

🔐

Data Sovereignty

Negotiation data are strategic assets. They never leave the device. No third-party servers involved.

📊

B2B Multi-tenant

Multi-organization architecture with granular RBAC. Each company gets its own isolated space.

🎯

Measurable ROI

Tri-axial scoring in real-time. Adversarial self-play training. Concrete, traceable improvement metrics.

🇪🇺
RGPD
Europe
🤖
AI Act
Europe
🇨🇳
PIPL
China
🇯🇵
APPI
Japan
🛡️
NIS2
Europe
Business model

B2B SaaS Plans

SaaS margin > 80%. Sustainable competitive advantage: IP architecture + brand + local-first execution.

Starter
$49/mo
Freelance / SMB
  • 3 users
  • 4 native cultures
  • Basic AI Mentor
  • Community forum
  • Email support
Enterprise
Custom
Large accounts
  • Unlimited users
  • Dedicated multi-tenant
  • Custom cultural graph
  • Guaranteed SLA
  • 24/7 dedicated support

3-year target: 500 enterprises · Target ARR: €1.2M · SaaS margin > 80%

The founder

Guillaume Deplanque

👨‍💻

Guillaume Deplanque

FOUNDER & CEO — GENIUSPACE SAS
15+
Years expertise
500+
Trained
6
Patents filed
53K+
Lines of code

Hybrid Tech + Sales profile. Successful career transition at 45. Full-stack React/Next.js developer & AI architect. 15+ years field commercial expertise. Bilingual FR/EN, JP/CN sensitivity. Inventor of internally documented invention portfolio.

Full-Stack DeveloperAI ArchitectB2B SalesCross-cultural NegotiationCertified Trainer🇫🇷 🇬🇧 🇨🇳 🇯🇵

Why the Master MBD — Montpellier 2026?

🏗️
Structure
15 years of experience → proven management methods
🚀
Scale
Solo project → company with team and growth
📊
Steer
Financial and legal tools to internationalize
🎓
Credibility
Recognized degree + exceptional technical portfolio
Contact

Let's talk about your project

Training, enterprise pilot, institutional partnership — let's discuss.

Ready to take action?

Request a free pilot or schedule a conversation.

✉️ Contact by email🌐 geniuspace.io
✉️
Email
guillaume@geniuspace.io
🌐
Web
geniuspace.io
💬
WeChat
Guiguikage