Distributed hybrid architectures for real-time massive stream analysis, transactional integrity, and the orchestration of autonomous AI agents — running natively at the infrastructure edge.
Architectures hybrides distribuées pour l'analyse de flux massifs, l'intégrité transactionnelle et l'orchestration d'agents IA autonomes en temps réel.
معماريات هجينة موزعة لتحليل التدفقات الضخمة، وسلامة المعاملات، وتنسيق وكلاء الذكاء الاصطناعي المستقلين في الوقت الفعلي.
Connect any brand of camera — Hikvision, Dahua, Axis, Hanwha and 11 others — without touching your existing infrastructure. V32 auto-discovers devices on your network, learns what "normal" looks like, and instantly alerts when something changes. All processing happens on-site. Your footage never leaves your premises. Connectez n'importe quelle marque de caméra — Hikvision, Dahua, Axis, Hanwha et 11 autres — sans toucher à votre infrastructure existante. V32 découvre les appareils automatiquement, apprend ce qui est "normal" et alerte instantanément. Le traitement se fait sur site. Vos images ne quittent jamais vos locaux. وصّل أي نوع من الكاميرات — Hikvision أو Dahua أو Axis أو غيرها — بدون تعقيد. V32 يكتشف الأجهزة تلقائيًا، يتعلم ما هو طبيعي، وينبهك فورًا عند أي تغيير. كل المعالجة تجري محليًا — بياناتك لا تغادر موقعك أبدًا.
The only platform that links every sale to its camera footage. Full POS system with integrated surveillance, kitchen display, delivery management, and AI fraud detection — for restaurants, retail, and multi-site operators. La seule plateforme qui relie chaque vente à l'enregistrement caméra correspondant. Caisse complète, surveillance intégrée, écran cuisine (KDS), gestion livraisons et détection IA de fraude — pour restaurants, retail et multi-sites. المنصة الوحيدة التي تربط كل عملية بيع بتسجيل الكاميرا. نظام POS كامل مع مراقبة مدمجة وشاشة مطبخ وإدارة التوصيل وكشف الاحتيال بالذكاء الاصطناعي.
Workspacy is 4YA's internal command center — a self-hosted AI workspace that unifies the full engineering stack: multi-model chat, VS Code, Claude Code agent, n8n workflows, database studio, and live terminal — all under a single Cloudflare-secured interface with zero open ports. The same runtime orchestrates V32 and Secure POS in production. Workspacy est le centre de commande interne de 4YA — un workspace IA auto-hébergé qui unifie toute la pile : chat multi-modèle, VS Code, agent Claude Code, workflows n8n, studio DB et terminal — sous une interface sécurisée par Cloudflare, zéro port ouvert. Workspacy هو مركز التحكم الداخلي لـ 4YA — بيئة عمل ذكية موحدة تجمع البرمجة والذكاء الاصطناعي وإدارة البنية التحتية في واجهة واحدة محمية بـ Cloudflare.
Beyond our core product line, 4YA takes on bespoke engineering mandates — from initial Proof of Concept to full industrial-scale deployment. Every engagement is owned end-to-end: hardware, firmware, model, infrastructure.
We design and deploy multi-agent architectures that operate autonomously over your live data streams — whether that's POS events from your Secure POS deployment, video anomaly signals from Module V32, or ERP triggers from your back-office. Agents use tool-calling LLMs with deterministic fallback layers to guarantee zero hallucination in production-critical flows. Private LLM fine-tuning (LoRA / QLoRA) on your proprietary datasets, deployed on sovereign infrastructure — no data sent to external APIs.
We adapt and retrain our proprietary V32 inference engine for your specific operational context. The same architecture that processes 100+ concurrent streams at <10ms in our core product can be re-targeted for industrial quality control (defect classification, dimensional inspection), automated logistics (pallet tracking, dock management), or behavioral analytics (dwell time, occupancy heatmaps). Model retraining uses your annotated data — intellectual property stays yours.
Full hardware design capability — the same layer that underpins our Secure POS and V32 edge nodes. We design custom PCBs from schematic to Gerber, write bare-metal firmware (C / RTOS), and integrate industrial-grade connectivity (LTE-M, LoRaWAN, Ethernet). All hardware is designed with a hybrid cloud architecture from day one: secure provisioning, OTA updates, encrypted telemetry to AWS IoT Core or your sovereign cloud endpoint.
We architect and deploy high-availability distributed systems built on the same principles as 4YA's own infrastructure — multi-AZ on AWS, latency-optimized on Local Zones Casablanca, with Kubernetes-native workloads and Terraform-managed state. Particular focus on data residency: your data stays in-region, your models stay in-region, your audit logs are cryptographically sealed. We also handle migration from legacy on-prem stacks to sovereign cloud without service interruption.
We accompany organizations from the initial Proof of Concept through to full industrial-scale deployment — maintaining architectural continuity at every stage. No handover to a third-party integrator. One team, full-stack, accountable from first commit to production SLA.
Deployment on AWS Local Zones Casablanca ensures transaction data and video streams never leave Moroccan territory — CNDP compliance and native digital sovereignty. Critical processing runs at <10ms from the collection point. Le déploiement sur AWS Local Zones Casablanca garantit que les données ne quittent jamais le territoire marocain — conformité CNDP et souveraineté numérique native. النشر على AWS Local Zones الدار البيضاء يضمن بقاء البيانات داخل المغرب — امتثال CNDP وسيادة رقمية أصيلة.
Intelligent physical security and secure payment systems in North Africa & Middle East by 2027. Sécurité physique intelligente et systèmes de paiement sécurisé en Afrique du Nord et Moyen-Orient d'ici 2027. الأمن المادي الذكي وأنظمة الدفع الآمن في شمال أفريقيا والشرق الأوسط بحلول 2027.
No local player offers an integrated Vision AI + Transactional Security solution on sovereign infrastructure. Aucun acteur local ne propose de solution intégrée Vision AI + Sécurité transactionnelle sur infrastructure souveraine. لا يوجد لاعب محلي يقدم حلاً متكاملاً للرؤية الذكية + الأمان المعاملاتي على بنية تحتية سيادية.
AWS Local Zones Casablanca now operational. The window to be first-mover on African edge computing is open — and closing fast. AWS Local Zones Casablanca désormais opérationnelles. La fenêtre pour être first-mover sur l'edge computing africain est ouverte — et se referme vite. AWS Local Zones الدار البيضاء باتت تعمل. نافذة الريادة في الحوسبة الطرفية الأفريقية مفتوحة — وتضيق بسرعة.
4YA is engineered by a profile that doesn't exist in most startups: hardware to hyperscaler. Over 15 years of international experience in complex systems and data architecture — spanning embedded electronics design (PCB, FPGA), low-level computer vision pipelines, distributed cloud infrastructure, and frontier AI model optimization. Every layer of the stack is owned, understood, and controlled in-house.
"The rarest profile in deep tech isn't the researcher or the engineer — it's the architect who can simultaneously design a camera interface at the hardware level and deploy a fine-tuned LLM agent on top of the same system."
4YA operates in stealth mode. Demos, technical architecture documents, and partnership terms are shared exclusively under NDA with verified investors and enterprise partners. 4YA opère en mode stealth. Les démos, documents d'architecture et conditions de partenariat sont partagés exclusivement sous NDA avec des investisseurs et partenaires vérifiés. 4YA تعمل في وضع التخفي. العروض والوثائق التقنية تُشارك حصريًا تحت اتفاقية سرية مع المستثمرين والشركاء المعتمدين.
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