From Proof of Concept to industrial deployment. Bespoke mandates for CTOs and CIOs.
Du Proof of Concept au déploiement industriel. Mandats sur mesure pour CTO et DSI.
من الـ Proof of Concept حتى الديبلوامون الصناعي. Mandats على المقاس للـ CTO و DSI.
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.