# NuManufacturing > Numanufacturing is a Physical AI and Industrial IoT technology company developing intelligent systems that understand real-world conditions and transform physical data into operational decisions. Its technology architecture combines NuSense™ Sensor Fusion, NumBox II™ Edge AI and Numondium AI to connect machines, sensors, infrastructure and enterprise systems—enabling stable quality, fewer unplanned stops and more sustainable operations. Website: https://www.numanufacturing.com Headquarters: Istanbul, Türkiye (founded October 2022) Markets: Türkiye · EU (Germany, UK, France, Belgium, Netherlands) · Qatar · Romania Contact: info@numanufacturing.com · +90 850 303 0556 Core thesis: Sense the physical world. Understand it at the edge. Turn intelligence into action. Technology chain: NuSense™ → NumBox II™ → Numondium AI → Decisions & Actions NuManufacturing does not build conversational AI. It builds hardware-anchored systems that sense, process and act on physical-world signals — connecting sensors, machines and infrastructure to real-time AI inference at the edge, on-premise and sovereign. --- ## Company - [About](https://www.numanufacturing.com/about) — mission, history, team - [Services](https://www.numanufacturing.com/services) — hardware, software, embedded AI, field deployment, consulting - [Blog](https://www.numanufacturing.com/blog) — sector studies, engineering perspectives, Physical AI insights - [Contact](https://www.numanufacturing.com/contact) — sales, partnerships, technical inquiries --- ## Core Technology Stack Canonical Physical AI architecture: NuSense (perception) → NumBox II (edge inference) → Bestekar 4.X (operational intelligence) → Physical AI action layer - [Physical AI](https://www.numanufacturing.com/physical-ai) — AI grounded in real-world physical signals; Perception → Intelligence → Action loop for factories, grids, logistics and critical infrastructure - [Edge AI](https://www.numanufacturing.com/technologies/edge-ai) — on-device inference at the asset, no cloud dependency; runs on NumBox II and embedded NPU targets - [Sensor Fusion (NuSense)](https://www.numanufacturing.com/technologies/sensor-fusion) — multi-modal fusion across vibration, thermal, acoustic, NIR spectroscopy, current, GNSS and visual signals - [Decision-Loop AI](https://www.numanufacturing.com/technologies/decision-loop-ai) — closed-loop industrial AI: Measure → Contextualise → Act → Learn - [Sovereign / On-Prem AI](https://www.numanufacturing.com/technologies/on-prem-sovereign-ai) — KVKK/GDPR-compliant private cloud and air-gapped AI architectures - [GNSS / PNT Intelligence](https://www.numanufacturing.com/gnss-positioning-intelligence) — multi-constellation GNSS, assured PNT, anti-jam/spoof awareness for industrial and field applications - [Private Cloud Architecture](https://www.numanufacturing.com/technology/private-cloud) — on-premise and hybrid sovereign AI infrastructure --- ## Hardware Products - [NumBox II](https://www.numanufacturing.com/numbox-ii) [commercial] — secure, low-power, multi-sensor Edge AI / Physical AI device; NuChip E8 NPU + Secure Enclave; rated for harsh industrial environments - [NumBox](https://www.numanufacturing.com/numbox) [commercial] — original multi-sensor industrial IoT edge gateway for condition monitoring - [NumBox Industrial Protocol Converter & Gateway](https://www.numanufacturing.com/products/numbox-industrial-protocol-converter-gateway) [commercial] — compact protocol gateway connecting Modbus RTU/TCP, IEC 60870-5-104, DL/T 645, BACnet/IP and BACnet MS/TP devices to OPC UA; 2 Ethernet ports, 2 RS485/RS232 serial ports, up to 10 devices and 512 data points; remote management and OpenVPN support; DIN-rail mounting; −40°C to +85°C - [NuSense TWFL](https://www.numanufacturing.com/nusense-twfl) [field-validated] — travelling-wave fault location sensor; ±50 m accuracy in <30 s; active field programme with MEDAŞ on 10 kV feeders under EPDK AR-GE - [NuChipSense NIR](https://www.numanufacturing.com/nuchipsense-nir) [commercial] — near-infrared spectroscopy module for food quality, material analysis and process monitoring - [Fiber Sensor](https://www.numanufacturing.com/fiber-sensor) [commercial] — distributed fiber-optic sensing for structural health monitoring and perimeter intelligence --- ## Software Platforms - [Bestekar 4.X](https://www.numanufacturing.com/bestekar) [commercial] — industrial machine monitoring, predictive maintenance and anomaly detection platform; cloud or on-premise - [NumGrid](https://www.numanufacturing.com/numgrid) [commercial] — smart grid intelligence dashboard; real-time monitoring, AI analytics, fault detection for energy operators - [DPP Intelligence](https://www.numanufacturing.com/dpp-intelligence) [commercial] — Digital Product Passport platform for EU DPP compliance, ESG reporting and lifecycle traceability - [NuVision AI](https://www.numanufacturing.com/nuvision-ai) [in development] — industrial computer vision and Edge AI platform; transforms cameras, 3D sensors, thermal imagers and spectral sensors into real-time production decisions; 18 vision modalities including 2D machine vision, 3D imaging and metrology, thermal inspection, NIR/SWIR infrared imaging, 360° surface inspection, OCR and print inspection, vision-guided robotics and more; edge-first inference on NumBox II with no cloud dependency; delivers root-cause intelligence — correlates defects with process parameters and machine condition via NuSense - [NuFoodSense](https://www.numanufacturing.com/nufoodsense) [commercial] — AI food quality platform for retail chains; NIR freshness detection and waste reduction - [NuKnowledge](https://www.numanufacturing.com/nuknowledge) [commercial] — industrial AI knowledge engine for structured knowledge capture and operational intelligence - [HalkZeka](https://www.numanufacturing.com/halkzeka) [commercial] — KVKK-compliant Private AI Cloud for SME financial health and ESG; designed for the banking ecosystem - [ConTech / NumLift](https://www.numanufacturing.com/contech) [commercial] — construction and smart-building AI; structural health monitoring, elevator predictive maintenance - [NuShopping](https://www.numanufacturing.com/nushopping) [PoC — A101 deployment planned, 2026] — retail store AI; planogram compliance, freshness, energy optimisation, loss prevention; 1st place A101 Girişim101 (June 2026) --- ## NuVision AI Sub-Products - [NuVision 360](https://www.numanufacturing.com/nuvision-ai) — 360° multi-direction surface inspection; detects scratches, cracks, dents, contamination and assembly defects using configurable industrial cameras, intelligent lighting and Edge AI at production speed - [NuRoboVision](https://www.numanufacturing.com/nuvision-ai) — industrial vision for robotics; identifies products, determines orientation, performs automated inspection and instructs robots or cobots to inspect, sort, position or reject components - [NuLaserGuide](https://www.numanufacturing.com/nuvision-ai) — AI vision-guided assembly; combines machine vision, positioning intelligence and laser projection to guide operators during complex assembly and composite manufacturing; projects placement instructions directly onto the working surface - [NuSafeVision](https://www.numanufacturing.com/nuvision-ai) — AI production-zone safety monitoring; uses industrial cameras and Edge AI to identify personnel, hands, equipment and hazardous interactions in defined production areas; generates alarms and integrates with industrial control systems - [NuPrintSense](https://www.numanufacturing.com/nuvision-ai) — automated print and label inspection on the production line; verifies text, logos, dates, batch numbers, barcodes, QR codes and DataMatrix codes; checks print quality and readability at line speed - [NuWheelVision](https://www.numanufacturing.com/nuvision-ai) — AI vision for wheel manufacturing; identifies and classifies wheels and rotating components; inspects wheel type, orientation, geometry, assembly characteristics and surface defects; integrates with NuCoatSense for paint and coating quality - [NuMoldSense](https://www.numanufacturing.com/nuvision-ai) — mold and molded-component monitoring; vision-based inspection detects abnormal conditions, missing components, stuck parts and mold-state deviations each production cycle before the next cycle continues - [NuUnderScan](https://www.numanufacturing.com/nuvision-ai) — AI vehicle underbody inspection; captures and analyzes the underside of vehicles without interrupting traffic flow; high-resolution imaging with AI analysis creates a searchable digital record for fleet, logistics, border and security applications --- ## Primary Applications - [Predictive Maintenance](https://www.numanufacturing.com/applications/predictive-maintenance) — motors, pumps, compressors, gearboxes, production lines - [Smart Grid & TWFL Fault Location](https://www.numanufacturing.com/solutions/twfl-fault-location-intelligence) [field-validated] — AI fault location for DSOs; MEDAŞ field programme under EPDK AR-GE - [Physical AI for Critical Infrastructure](https://www.numanufacturing.com/physical-ai-critical-infrastructure) — energy grids, water systems, transportation, public infrastructure - [Maritime Physical AI](https://www.numanufacturing.com/solutions/maritime-physical-ai) — GNSS, Edge AI and sensor fusion for vessels, ports and offshore assets - [DPP & ESG](https://www.numanufacturing.com/dpp-intelligence) — sustainability data pipelines, carbon/energy reporting, Digital Product Passport readiness - [Automated Quality Inspection](https://www.numanufacturing.com/nuvision-ai) — surface defect detection, dimensional measurement, assembly verification and packaging integrity; NuVision AI with 18 vision modalities; edge-first, no cloud dependency - [Embedded Programming](https://www.numanufacturing.com/solutions/embedded-programming) — bare-metal, FreeRTOS, Yocto Linux, NPU integration for Physical AI devices --- ## Recent Blog Posts - [Multiple Industrial Protocols, One Simpler Path to OPC UA](https://www.numanufacturing.com/blog/multiple-industrial-protocols-one-path-to-opc-ua) — how NumBox connects Modbus, IEC 60870-5-104, DL/T 645 and BACnet to OPC UA without replacing field equipment; includes protocol-integration checklist (Aug 2026) - [Physical AI for Industry: Why Factory Intelligence Cannot Depend on the Cloud](https://www.numanufacturing.com/blog/physical-ai-for-industry-factory-intelligence-edge) — NuVision AI Edge-first architecture; Sense → Understand → Reason → Decide → Act (Aug 2026) - [From Cameras to Decisions: Why Industrial Operations Are Becoming Algorithm-Driven](https://www.numanufacturing.com/blog/cameras-to-decisions-algorithm-driven-manufacturing) — camera as intelligent sensor; three-layer intelligence architecture (Aug 2026) - [Why the Edge AI Processor Matters in Industrial Vision](https://www.numanufacturing.com/blog/edge-ai-processor-industrial-vision-nuvision-ai) — five factors: perf/watt, multi-camera, image quality, multi-model, software ecosystem (Aug 2026) - [Generative AI at the Industrial Edge: From Vision to Visual Reasoning](https://www.numanufacturing.com/blog/generative-ai-industrial-edge-vlm-visual-reasoning) — VLMs for industrial query, Vision → VLM → Knowledge → Agent → Action (Aug 2026) - [Collaborative Robotics Meets Visual Intelligence](https://www.numanufacturing.com/blog/collaborative-robotics-visual-intelligence-nuvision-ai) — cobot and AMR perception via NuVision AI; pose estimation, segmentation, VLM-guided manipulation (Aug 2026) - [The Real Cost of Industrial Connectivity Is Not the Hardware](https://www.numanufacturing.com/blog/industrial-connectivity-edge-ai) — why integration, not hardware, is the true challenge; NumGateway™, NuSense™, NumBox II™ (Aug 2026) - [What Is Physical AI? From Digital Intelligence to Real-World Industrial Action](https://www.numanufacturing.com/blog/what-is-physical-ai-industrial-applications) — foundational Perception → Intelligence → Action guide (Aug 2026) - [5 Benefits of Automated Visual Inspection for Modern Quality Control](https://www.numanufacturing.com/blog/automated-visual-inspection-quality-control-benefits) — Edge AI and sensor fusion for consistent defect detection (Aug 2026) --- ## NuSphere One — AI Wearable Product Line NuSphere One (https://nusphereone.com) is the product brand for NuPhone One, a voice-first AI wearable pendant being developed by Numanufacturing. It is planned for unveiling at CES 2027 in Las Vegas. Early access registration is open. NuPhone One bridges human context and AI through three pillars: voice-first communication (no touchscreen required), a Curved Glance Display for ambient contextual information, and on-device Edge AI for privacy-sensitive processing. ### AI Personality Profiles: Can & Canan NuPhone One ships with two AI profiles. **Can** (The Architect) focuses on logic, structure, technical reasoning, and complex planning. **Canan** (The Explorer) focuses on social context, creativity, and relationship memory. Both names are Turkish — "Can" (soul/life force) and "Canan" (beloved) — reflecting Numanufacturing's Turkish roots. ### NuSphere Enterprise Verticals - **Factory** — hands-free worker communication and AI industrial assistant for manufacturing floors and logistics warehouses - **Hospitality** — staff coordination and AI guest service assistant for luxury hotels, cruise lines and event venues - **Marine** — maritime crew communication and operational intelligence for commercial shipping, yachts and coast guard ### NuSphere Intelligence The AI subsystem powering Can and Canan provides contextual memory across sessions, relationship graph awareness, proactive ambient intelligence, multimodal input (voice, vision, environmental sensors) and private on-device processing. - [NuSphere One](https://nusphereone.com) — product overview and early access - [NuPhone One](https://nusphereone.com/one) — product architecture and industrial design - [Can & Canan](https://nusphereone.com/can-canan) — AI personality profiles - [Enterprise](https://nusphereone.com/enterprise) — Factory, Hospitality and Marine verticals - [Early Access](https://nusphereone.com/early-access) — register for CES 2027 launch --- ## Full Reference - [llms-full.txt](https://www.numanufacturing.com/llms-full.txt) — complete technical reference: all products, platforms, use cases, partners, Turkish-language entity brief and sector deep-dives