We transform your vision into a predictable reality through a guided 5-phase process, where each phase is a powerful platform in itself.
According to leading industry studies, a staggering 75% of IoT projects fail, with 60% of those failures occurring at the proof of concept (PoC) stage. This major problem has persisted for over a decade, and companies continue to bleed resources behind failed IoT projects. For projects that do get completed, studies show they can run 45% over budget and deliver 56% less value than anticipated. The root causes are well-documented: a lack of clear planning, complex integrations, and the use of fragmented tools, all of which our AIoT platform is designed to solve.
Our platform's planning module transforms your high-level goals into a detailed project plan. This intelligent tool generates a list of recommended deployment items, including products and services. We turn abstract ideas—like 'improve factory efficiency'—into a concrete, actionable blueprint, ensuring your project is on track before a single piece of hardware is ordered.
Our dedicated digital twin module creates a virtual replica of your project, allowing you to run simulations and predict performance with precision. This powerful sandbox saves you time, money, and resources. You can test different hardware configurations, optimize sensor placement, and identify potential failure points—all before a single wire is connected. We use this data to create a validated, high-performance blueprint for the build phase, giving you complete certainty.
With a validated digital design, the physical build-out is perfectly synchronized and automated for fast field deployment. Our orchestration module acts as the central hub for your entire build, guiding your team to order hardware from vendors, build the cloud architecture, provision cloud resources, and handle custom development and integrations. This comprehensive approach drastically reduces human error, cuts down installation time, and provides a real-time progress dashboard to ensure your project stays on schedule and budget.
Bringing your project online is effortless with our activation module. With an open ecosystem and a few clicks, you can onboard new devices, configure data pipelines, and go live with confidence. This streamlined process automatically validates each connection, providing real-time feedback and ensuring all components are communicating correctly, so you can go live with complete peace of mind.
The operate phase begins with the final generation of your deployment dashboard, KPIs, and analytics. From there, our optimization module takes over. Our AI agents autonomously generate operational and analytical information, monitor performance, and optimize your deployment in real time. You’ll receive predictive insights and proactive alerts, allowing you to anticipate issues before they occur. The platform handles the day-to-day.
To illustrate the power of this unified workflow, let's walk through how a company would use our platform to build an autonomous fleet management system to reduce fuel costs and improve driver safety.
The company inputs its goals (reduce fuel costs by 15%, decrease hard-braking incidents by 20%) and constraints (budget, vehicle types, operational locations). Our planning module generates a detailed blueprint for the deployment, including recommended hardware, services, and connectivity solutions.
The blueprint from the Plan phase becomes the input for our digital twin module. The team uploads 3D models of their vans. The platform creates a virtual replica of the fleet, running thousands of simulations to test different sensor placements and data flow patterns. The output is a finalized design, confirming the best location for each sensor and a validated build plan for the field team.
The validated build plan is sent to the field team. Our orchestration module guides technicians through a step-by-step process to install the hardware. It provisions cloud resources, orders hardware, and handles custom development and integrations. It provides real-time tracking of the physical build-out and automates the cloud-side configuration. The phase is complete when the physical build is verified and the cloud environment is ready.
With the hardware installed and the cloud prepared, it's time to go live. Our activation module automatically connects each device to the network. It validates the data streams from each sensor (GPS, accelerometer, fuel level), ensuring everything is communicating correctly, and generates a real-time connectivity status dashboard.
The operate phase begins with the final generation of your deployment dashboard, KPIs, and analytics. From there, our optimization module takes over. Our AI agents autonomously generate operational and analytical information, monitor performance, and optimize your deployment in real time. You’ll receive predictive insights and proactive alerts, allowing you to anticipate issues before they occur. The platform handles the day-to-day.
Your platform deployment is a living project. We use a versioned approach, starting with V1, and then updating the relevant phases with new inputs to create V2, V3, and beyond. This ensures your project can grow without being rebuilt from scratch.
After the initial V1 deployment, the customer wants to add an advanced route planning feature to further reduce fuel costs.
Building on V2, the customer now wants to add a biometric system to improve vehicle security.