AI-Enabled IoT Product Engineering with MosChip GenAIoT™
Every day, new products are introduced to the market, and the pressure on companies to innovate quickly has never been greater. Customers expect smarter, more reliable, and higher-quality products. Those who are first to market always have a clear advantage. To get to market faster, you need to shorten development cycles. This is only possible if you have reusable components that help you engineer the product faster.
When it comes to IoT product engineering, many components can be built from scratch; however, if we have reusable components, the story would be entirely different. And that’s exactly what we are going to talk about today. Reusable and reconfigurable components can play a very key role in accelerating time to market and developing scalable solutions.
That’s the idea behind MosChip DigitalSky GenAIoT, which is a solution accelerator to enable robust IoT ecosystems. Before we go any further, let me explain what GenAIoT is.
What is MosChip DigitalSky GenAIoT™?
MosChip DigitalSky GenAIoT™ is an engineering accelerator suite that simplifies building robust IoT and AI foundations. Instead of spending months on developing basic connectivity and data stacks, device lifecycle management, and AI workflows, it offers reusable, pre-built, field-tested engineering cores that teams can start using from day one.
This allows organizations to quickly integrate and customize their solutions, focusing on product innovation without the issues of vendor lock-in, licensing fees, or architectural limitations, reducing time-to-market by as much as 40%. Built as an IoT enablement piece, the suite is organized into four integrated layers that encompass the entire connected product journey, which we will discuss in the next section.
The Four Suites of MosChip DigitalSky GenAIoT™
With the growing demand for intelligent, connected experiences in the market, there is a clear need for a more streamlined and efficient approach to product development.
When we are discussing IoT product engineering, building IoT-connected products from scratch can be complex, as companies must manage connectivity and data flows, develop AI/ML/IoT-based technologies, and integrate cloud computing. These challenges can slow down development, increase costs, and negatively impact overall product quality.
To address this, MosChip’s DigitalSky GenAIoT™ is built around pre-built, field-tested, reusable AI models that accelerate the product development process through ready-to-use capabilities. It provides a modular and structured approach, enabling companies to develop connected products without extensive groundwork, while ensuring scalability, flexibility, and performance.
Each suite within DigitalSky GenAIoT™ targets a specific layer of the connected product ecosystem, allowing teams to seamlessly connect, customize, and deploy solutions based on their industry requirements.
Suite 1: Integrated IoT & Connectivity Suite
Every connected device starts with a basic requirement: it must have a trusted unique identity to communicate, be managed, or secured remotely. The Integrated IoT & Connectivity Suite takes care of the entire device journey, from onboarding to decommissioning. It supports diverse connectivity protocols like Zigbee, BLE, Thread, Matter, Modbus, MQTT, and cellular networks.
On the cloud side, Azure and AWS-based platforms handle device states, telemetry, OTA updates, lifecycle events, and security, supported by a microservices layer that simplifies fleet management, diagnostics, and integrations via APIs. With pre-built modules for remote management, predictive maintenance, digital twins, dashboards, alerts, and IoT security, teams get a ready foundation for scalable, real-time device-to-cloud operations without building from scratch.
Suite 2: Cognitive Intelligence Suite
If the IoT device that you are building needs intelligence that needs to be added on the edge or the cloud, then the Cognitive Intelligence Suite helps you with just that.
The Cognitive Intelligence Suite provides that capability by incorporating intelligence directly into the real-time data flowing from the connection layer using a mixture of traditional artificial intelligence models and generative artificial intelligence models on that data coming from those devices in real-time. It also includes 95+ pre-built foundation-level AI models, 50+ edge AI models, and over 20 generative AI models that were developed to be finetuned and used across various industry use-cases. This helps you to cut down model development time.
MosChip DigitalSky GenAIoT Accelerator Suites
Suite 3: Unified Automation Suite
A connected and smart product still requires testing and validation before it hits the market. Many teams do not appreciate the amount of effort required for this effort; validating firmware, cloud, AI models, and mobile apps concurrently across all possible variants and network conditions will be much more difficult than the process of developing them.
The Unified Automation Suite addresses this with a single unified product test automation framework for embedded devices, cloud, AI models, web portals, and mobile apps. The automation agents perform many functions, including the following: pre-merge testing integrated with GitHub and Jenkins, automatic creation of JIRA tickets upon test failure, OTA performance simulation, regression reporting, and required checks for DevSecOps compliance.
The result of this approach is the ability to keep pace with quality (as measured by automated testing) throughout the development process instead of falling behind in development.
Suite 4: Digital Native Suite
The Digital-Native Suite closes the gap between a product with reliable field use and a completely centralized and visible way for all stakeholders to know and understand the connected, intelligent and validated foundation of those products.
The Digital-Native Suite is focused on building the complete cloud-native application stack for this purpose using microservices, Kubernetes, serverless computing, and API-first design principles.
The Digital-Native Suite includes role-based dashboards, mobile applications, AI-powered chatbots, enterprise integrations with ERP, CRM, CMMS systems, and GenAI-powered conversational interface. All components derive their functionality from the same single live-data platform and will be continuously updated as devices report from the field.
Product Development with MosChip DigitalSky GenAIoT™
Now that we have discussed what MosChip DigitalSky GenAIoT is, let’s talk about product development with GenAIoT. Many of the delays in connected product initiatives stem from duplicating the same foundational elements, such as device connectivity, intelligence layers, testing frameworks, and digital experiences.
It begins with the Integrated IoT & Connectivity Suite, which accelerates product development by establishing a near-ready digital backbone. Instead of building foundational capabilities from scratch, teams can immediately leverage components for device onboarding, secure OTA updates, remote device management, fleet monitoring, and much more to bring products online safely and at scale. It also supports predictive maintenance and Digital Twins that deliver early visibility into device behaviour, health, and performance in real‑world conditions.
This allows teams to build functionality faster, iterate confidently, and transition from concept to pilot deployments in significantly less time, speeding up overall product launches and field rollouts.
Once integration and connectivity are in place, the Cognitive Intelligence Suite builds seamlessly on live device data by plugging into telemetry streams to enable early decision-making, predictions, and contextual insights without re-architecting the system.
With the pre-built 95+ AI models, 50+ Edge AI, and 20+ GenAI solutions, which are field-tested and hardware-optimized across platforms like Renesas RZ, Infineon, NVIDIA, Qualcomm, NXP, AMD-Xilinx, and Lattice, teams can directly embed capabilities across vision-based solutions, audio/video, text-to-speech, speech-to-text, and image-based solutions by fine-tuning proven components instead of building from scratch, significantly reducing experimentation time and accelerating time to market.
As intelligence is introduced into the product, the Unified Automation Suite ensures teams can scale velocity without sacrificing quality. Instead of treating testing and operations as manual, late‑stage tasks, automation is embedded directly into the development lifecycle through a unified framework across devices, cloud, web, and mobile.
With 10+ pre‑built automation agents, the suite supports RPA, regression testing, test automation, and environment provisioning. Seamless integration with existing CI/CD and QA pipelines removes manual handoffs, accelerates validations, and shortens release cycles. By automating both testing and operational workflows, teams reduce effort, avoid rework, and sustain high release momentum as products evolve and scale.
Finally, the Digital‑Native Suite accelerates product development by enabling rapid creation of user‑centric, cloud‑native digital experiences. It provides ready frameworks for building cloud‑native applications, dashboards, and intuitive user interfaces using modern architectures such as microservices, Kubernetes, and CI/CD.
With built‑in support for data modernization, cloud security, cloud operations, and visualization, live product and device data is quickly transformed into meaningful dashboards and views. This helps users, like operators, admins, and stakeholders, easily understand product behaviour and performance. By delivering scalable backend and frontend systems out of the box, teams can launch digital dashboards alongside the product, ensuring faster time‑to‑market and seamless scalability.
Together, these suites help teams plug in capability, customize to context, and deploy faster, without reinventing the digital foundation every time.
The product development teams leading the way into this next generation won’t be those starting to create this functionality today; they’ll be the teams that began with an established base.
MosChip DigitalSky GenAIoT™ is specifically designed to give you the tools you need to build next-generation connected and intelligent IoT devices by having reusable, pre-built, and field-tested engineering models and solutions that can run on various raw data from industries and can give accurate, real-time decisions.
To know more about MosChip’s capabilities, drop us a line, and our team will get back to you.
