Enabling Intelligence from the Cloud to the Edge and Endpoint Sustainably

Our comprehensive AI/ML developer stack transforms Vision, Voice, and Real-time Analytics applications. With extensive portfolios in sensing, connectivity, computing, and actuation, we cover all IoT layers. Our rich software, tools, solution offerings, and partner ecosystem provide the essential elements to accelerate your AIoT designs.

Why Choose Renesas?

  • Comprehensive AI/ML developer stack for vision, voice, and real-time analytics use cases.
  • Tools and workflows for multiple developer journeys (bring-your-own-model, transfer learning, bespoke consulting and more).
  • Rich library of easy-to-find solutions (application examples, toolboxes, solution suites, hardware reference kits).
  • Broad ecosystem of trusted partners offering commercial-grade building blocks. 

Why Decentralize Intelligence?

Traditionally, the IoT has been built on a cloud-centric intelligence architecture. To truly scale and enable intelligence at all levels of the network, a decentralized intelligence architecture is needed. This means running cloud-independent inference engines on power-efficient or tiny computers within the edge and endpoints.

Real-Time Response

  • Minimize latency by transforming data at the source.
  • Optimize processing for time-critical applications.

Security & Data Privacy

  • Minimize security concerns related to the transfer and flow of data.
  • On-device data handling tightly coupled to hardware root-of-trust.

Network Agility

  • Maximizing data gravity by operating on data at the source.
  • Reduced data transport improves power and cost efficiencies.

How Renesas Can Accelerate AIoT Designs

Renesas offers a comprehensive solution stack for AI/ML developers. A broad product portfolio spanning across sensing, connectivity, computing, and actuation covers all layers of the IoT. In addition, software, tools, solutions, and a partner ecosystem that has been purpose-built to accelerate your AIoT designs.

Renesas Ready Partner Network
Partner Ecosystem

RA Ready

RA Arm® Cortex®-M MCUs

RX Ready

RX 32-Bit Performance / Efficiency MCUs

RL78 Ready

RL78 Low Power 8 & 16-bit MCUs

RZ Ready

RZ 32 & 64-bit MPUs

Hardware Portfolio

AI at the Endpoint

Environmental Sensors


Featured Solutions

Reality AI Tools®

Generate and build TinyML/Edge AI models based on advanced signal processing.

RealityCheck™ HVAC

AI-enabled solution to detect anomalies and faults and predict operating conditions in smart HVAC systems.

RealityCheck™ Motor

Enable conditional monitoring and predictive maintenance functionality without relying on additional sensors.


Type Title Date
White Paper PDF 2.20 MB
Brochure PDF 3.63 MB
2 items
AI Solution Kit Demo Video with Reality AI Tools

See how to use the scalable Renesas AI Kits to evaluate and test the application examples and develop your own solutions using Reality AI Tools or other available ecosystem and AI/ML software.

Application Resources

Real-time Analytics

TitleResource TypeAssociated Product(s)
Anomaly Detection with RealityCheck ADSoftwareRA, RZ
Automotive Safety Warning System (SWS)SoftwareRCAR
RealityCheck™ HVAC Solutions SuiteSoftwareRA
RealityCheck™ Motor Add-on ToolboxSoftwareRAxTx, RXxxT


TitleResource TypeAssociated Product(s)
Air Conditioning ControlApplication ProjectRZ/V2L
Conference Room Usage MonitorApplication ProjectRZ/V2L
Congestion Detection for Retail StoresApplication ProjectRZ/V2L
Congestion Detection in Railway StationApplication ProjectRZ/V2L
Defect Detections from AizipApplication ProjectRA8
Distracted Driving DetectionApplication ProjectRZ/V2L
Elevator Passenger CountingApplication ProjectRZ/V2L
Lighting ControlApplication ProjectRZ/V2L
Nota DMS from Nota AIApplication ProjectRA8
Object Detection from Edge ImpulseApplication ProjectRA8
Parking Spot ReservationApplication ProjectRZ/V2L
Passport Check SupportApplication ProjectRZ/V2L
People Counting and MonitoringApplication ProjectRZ/V2L
People Detection from PlumeraiApplication ProjectRA6, RA8
Pet Detection in Prohibited RoomsApplication ProjectRZ/V2L
Physical Condition MonitorApplication ProjectRZ/V2L
Prohibited Area ManagementApplication ProjectRZ/V2L
QR Scanning from Irida LabsApplication ProjectRA8
Safety Attire Management at Construction SitesApplication ProjectRZ/V2L
Security Area Intrusion DetectionApplication ProjectRZ/V2L
Touchless Controller for Elevator​Application ProjectRZ/V2L
Touchless Controller for Industrial Machine​sApplication ProjectRZ/V2L
Touchless Controller for Kitchen ApplianceApplication ProjectRZ/V2L
Wild Animal Crop DefenseApplication ProjectRZ/V2L
Work Area Personnel ManagementApplication ProjectRZ/V2L
SMARC SOM Evaluation Kit for RZ/V2L MPU with AI AcceleratorHardwareRZ/V2L