Services

Intelligent Industrial Automation

AI, robotics, IoT, and edge AI fused into autonomous, self-optimizing operations for manufacturing, logistics, and infrastructure.

Automation that goes beyond control logic.

We design and deploy intelligent industrial automation systems that go far beyond traditional control logic. By fusing AI, robotics, IoT, and edge AI, we create autonomous, self-optimizing operations that raise productivity, reduce downtime, and improve safety.

Our systems perceive their environment, learn from operational data, and act independently — driven by real-time insight and multi-agent AI architectures. We bring Industry 4.0 to life through tightly integrated hardware and software stacks that run at the edge, speak industrial IoT protocols, and adapt in dynamic industrial settings.

Core offerings

Built for the factory floor.

01

Autonomous Robotics & CV-Driven Quality Control

Precision automation with vision-enabled intelligence

We deploy robots integrated with advanced computer vision and real-time control to handle intricate industrial tasks such as visual inspection, sorting, and material handling.

  • Defect detection — real-time anomaly detection with 99.9% accuracy using deep neural networks
  • ROS-based robotics — orchestration of robotic arms, AGVs, drones, and conveyors
  • Adaptive automation — systems adjust to variations in input, materials, and production conditions

Edge advantage: Vision models are optimized for edge devices like NVIDIA Jetson and Coral TPU, for low-latency decisions at the source.

02

Predictive Maintenance with IoT & Edge AI

Prevent downtime before it happens

We combine IoT telemetry, edge AI inference, and digital twins to detect failures before they occur — cutting costs and increasing machine reliability.

  • Sensor fusion — real-time data from vibration, temperature, and motor sensors
  • Anomaly detection and alerts — continuous monitoring with models trained on historical patterns
  • Prescriptive insights — root-cause analysis and intelligent maintenance scheduling
  • Digital twin integration — simulated performance models for forecasting and planning

Tech stack: MQTT, Modbus, STM32, LoRa, Jetson Nano/Orin, TensorRT, InfluxDB, Grafana.

03

Cognitive Supply Chain Automation

LLM-powered logistics and warehouse intelligence

Our intelligent agents and LLM-driven platforms optimize supply chain logistics with natural language interfaces, smart material movement, and collaborative multi-agent control.

  • Autonomous AGVs — ROS-based navigation for transport within warehouses and shop floors
  • LLM-driven inventory management — queryable, voice-enabled systems powered by domain-specific LLMs
  • Multi-agent collaboration — distributed agents manage fulfillment, procurement, and routing in real time

Value delivered: Improved delivery times, reduced stockouts, and AI-assisted decisions across procurement, warehousing, and distribution.

Why Nunnari Labs

Hardware and software, one team.

Edge-to-cloud engineering

Systems that run from embedded devices to the cloud, with real-time responsiveness and operational resilience.

ROS specialists

Deep proficiency in ROS/ROS2 for scalable, interoperable robotics deployments.

AI + robotics fusion

Computer vision, LLMs, and agentic AI integrated into robotic workflows for intelligent adaptation.

Industrial-grade delivery

From embedded controllers to predictive analytics dashboards — end-to-end, production-ready systems.

Research-backed builds

Active research in intelligent agents, edge AI optimization, and smart factory architectures feeds every deployment.

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Let’s future-proof your factory.

Connect with us to build the next generation of autonomous, AI-powered industrial systems.

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