🔮Executive Insights: ClearBlade CEO’s 5 IoT, Edge, and AI Predictions for 2024
It’s that time of year again! Read on for a summary to learn my top predictions for the future of #IoT, #Edge, #AI, #GenerativeAI, #DigitalTwin, and jump to the ClearBlade blog for a deeper dive into each of these topics:
1. AI Becomes the “Killer App” for Edge
Until now, edge computing has primarily performed simple tasks such as protocol conversion, data filtering, and real-time rule processing. With the rising interest in AI, edge computing will run AI models locally, close to where the data is being generated, providing efficiency and resiliency.
Eventually, the ever-elusive smart home will become a reality as edge AI is embedded into our appliances and smartphones, enabling them to adapt and learn to interact naturally with our everyday commands. Something depicted years ago on The Jetsons and Star Trek will finally become a reality.
Bottom line: AI will become the “killer app” for edge computing, making it the primary reason companies get serious about applying it to their businesses.
2. Digital Twins Get Connected with IoT
Digital twins have been a hyped technology for many years. The problem with most digital twins is that they are disconnected from actual physical devices, severely limiting their capabilities.
An operational digital twin brings a traditional digital twin out of the scientific world and into the operational world, providing more value to operators who can now monitor, track, and control their physical equipment. By using IoT technology, a simple digital twin is transformed into a much more usable operational digital twin.
Bottom line: Operational digital twins emerge as digital twins get connected with IoT, providing more value to operations and business as a whole.
3. Generative AI Elevates Digital Twin Creation
Generative AI is dominating the news right now, and rightfully so, because it is transforming virtually everything we do. By leveraging the power of generative AI to create, connect, and control operational digital twins, we will experience a massive shift in how operations experts interact with their physical equipment.
We will see companies that have digital twin and IoT software invest in adding generative AI to augment their already powerful software. The ones who do it well will accelerate past those who do not.
Bottom line: Generative AI will elevate operational digital twin software usage, enabling operational professionals to control physical equipment in their natural business language.
4. ESG Becomes Accountable with IoT
Over the past few years, the world has witnessed the rise of Environmental, Social, and Governance (ESG) movements. With increasing awareness and concern for the planet's sustainability and the impact of businesses on society, ESG has become a crucial factor in decision-making processes. These movements are gaining momentum in companies worldwide, but their effectiveness has been hard to measure, and most ESG policies appear to be nothing more than glorified marketing campaigns.
Because IoT and operational digital twin technology have progressed to put the power into the hands of operational personnel, this movement has gained momentum, and we are seeing real progress now.
Bottom line: In 2024, ESG is becoming accountable through advancements in IoT and digital twin technology, enabling companies to reach their ESG program goals.
5. Cloud Providers Embrace Third-Party IoT Services
Over the past few years, cloud providers, IBM, Google, and SAP, to name just a few, have moved away from their acquired and internally developed IoT solutions. We are seeing a foundational shift in how IoT is delivered because what most have been trying to achieve over the past decade has failed.
Most IoT projects are unsuccessful because building flexible, scalable, and cost-effective IoT solutions are complicated.
Bottom line: Embracing proven, third-party IoT software in partnership with cloud providers significantly improves the entire IoT industry’s success.
Operations Manager in a Real Estate Organization
1yWell said. Globally, IoT-AI systems are combating food wastage through optimized delivery routes, dynamic pricing, and predictive maintenance, promising substantial reductions in hunger and waste. With a population of 1.62 million, Barcelona serves as a model for smart city applications across the following six sectors, and it is likely to require over 320 million sensors in the coming years. Within Green Buildings in Barcelona, IoT and AI optimize energy consumption in municipal and solar installations, with AI predicting appliance "signatures" and suggesting behavioral changes. Smart Water Management includes IoT monitoring of park irrigation, preventing 25% water waste. Transportation innovations involve smart parking, dynamic traffic lights, and driverless metros, thereby enhancing energy efficiency. Electric Vehicles benefit from IoT-AI fault detection and grid connectivity, ensuring optimal electricity provision and battery maintenance. Renewable Energy employs AI for forecasting, balancing demand and supply, and addressing solar and wind power fluctuations. Waste Reduction involves smart bins with vacuum systems, reducing noise and enabling waste analysis for recycling. More about this topic: https://lnkd.in/gPjFMgy7
Digital transformation strategy with a transversal, multisectoral and interdepartmental approach | Transformational and humanist leadership | Strategic and disruptive innovation | PhD in IoT | Moonshot thinking
1yRight insights Eric Simone ✈🚄🚚. I would also add establishment of 5G with its improvements in terms of #latency, #bandwidth and massive #IoT deployments, joined to evolution of #MPNs (Mobile Private Networks); thus allowing new and differential use cases.
Purpose Driven Executive | Advisor | Strategist | Marketer | Analyst
1yI'm gonna soak this in over the weekend before I respond to this one!
Founder & CEO at ClearBlade | Streaming Machine Data into AI with Proven Edge & Cloud Software | Industrial IoT & Edge AI | Google Cloud Premier Partner
1yThank you all for sharing your perspectives on my 2023 look back posts 🙏🏻Rob Tiffany⚡️Leonard Lee Stephanie Atkinson Marion Wright Bill Pugh⚡️Bill Brown. MBA, B.S.Computer Science, AWS Certified Scott Gerard, PhD Samir Bounab