// CAPABILITIES
From perception to production.
Six engineering capability groups — vision, edge, simulation, hardware, agentic AI and software — combined into one deployable system.
Vision AI & Physical AI
Perception systems for factories, cities, retail and the field.
Detection, tracking, segmentation and 3D perception — trained on real and synthetic data, tuned to the domain, and shipped as running systems. This is the perception layer behind every Lynkeus product, from factory-floor inspection to cashier-less retail.
AI Optimization & Edge Intelligence
Models compressed, accelerated and deployed where the data lives.
A model only matters if it runs where the data lives. We quantize, prune and compile networks for Jetson-class edge devices and GPU infrastructure — meeting hard real-time budgets without giving up accuracy.
Simulation, Digital Twins & 3D Engineering
Physics-ready 3D assets and synthetic environments for training and testing.
Physics-ready aircraft, ships, vehicles and industrial facilities, built for simulators and synthetic data pipelines. Digital twins let your team train and validate perception systems long before a single sensor is installed.

Embedded, IoT & Intelligent Hardware
From sensor firmware to production-grade edge devices.
Sensor firmware, complex PCB design and camera integration, carried from prototype to production. We build the edge devices our AI runs on — so hardware constraints shape the model, not the other way around.
Agentic AI & Enterprise Intelligence
AI systems that don't just answer — they execute.
AI systems that don't just answer — they execute.
Voice agents, RAG knowledge systems and workflow automation wired directly into CRM, ERP and HRM. Agents that retrieve, decide, act — then verify the result and log it.

Custom Software Engineering
Software, AI and hardware — engineered as one deployable system.
Enterprise platforms, SaaS, real-time systems and the cloud architecture beneath them — built by the same team that designs the models and the hardware. One codebase of accountability: software, AI and hardware delivered as a single deployable system.

// INDUSTRIES SERVED




