Showing posts with label LoRA. Show all posts
Showing posts with label LoRA. Show all posts

Jan 7, 2024

2023 in Review: Connectivity Dominates but IoT-system Gaps Remain

Two investment themes bookended 2023. In January, the European Union backed a $100m venture capital fund, managed by Momenta Partners. In December, Softbank announced its EUR473m ($514m) investment for a 51% stake in Cubic Telecom. This development more than drew the eye as
exemplified by the analyst commentary around the high (16x) revenue to implied enterprise value multiple. 

In between, the level of corporate activity in the IoT sector continued at roughly the same pace in prior years, albeit down on the years of heightened activity going back five or so years ago. There were several developments among the vendor and network operator communities, but less so among the IoT platform providers. Governments became more active with an emphasis on security and protections for the consumer sector. 

Against the backdrop of 5G developments and 6G pathfinding, IoT is becoming a part of the fabric of enterprise operations and national infrastructure. Established players continue to emphasize connectivity, a relatively small portion of IoT value chains, while enterprises focus on quick-to-market solutions enabled by cloud providers and systems integrators. Both approaches risk leaving ‘system of systems’ issues for later consideration. 

Jan 6, 2023

2022 in Review: A Sudden Shock of Realism

A sudden shock

Amazon opened 2022 with announcements targeting the smart home community that is forming around the Matter protocol and opportunities for IoT in non-residential sectors. These two initiatives are examples of how some large organizations are trying to have a “finger in many pies” to make the most of the variety and scope of IoT opportunities. 

2022 closed with a flurry of Matter-compliant product launches from a range of large and small businesses. The year-long journey and commitment to an industry-alliance model point to a degree of realism about the IoT market. Behind the technology fanfare, they highlight how businesses and getting to grips with commercial market-development and the technical challenges associated with interoperability, both of which are needed for scale. Meaningful collaboration seems to be taking hold compared to “go-it-alone” strategies. 

Apr 9, 2022

IoT Day: Strategy and Competitive Advantage

Over the past few years, the World IoT Day movement [1] has drawn considerable attention to the opportunities presented by IoT technologies. As the industry scales up, strategists will want to study long term and structural changes that will shape the market in years to come. This is important, both for organizations intending to adopt IoT and solution providers hoping to strike it big. 

Late in 2021, the strategy consultancy McKinsey updated its 2015 study and concluded that the IoT was coming of age [2]. If nothing else, the investment in making this update sends a signal that IoT is firmly on the corporate agenda. Firms need to treat IoT as essential to future business prospects. IoT is no longer a headline grabber, a discretionary investment, or a niche application. 

Feb 11, 2021

IoT Platforms and Digital Regulation

A couple of recent and seemingly unconnected publications provide food for strategic thought on the topic of IoT platforms. 

Platforms are an important topic for the following reasons. As businesses deploy Internet of Things applications, many will turn to the service provider market for affordable, feature-rich, and well-engineered platforms. Platforms also represent an important topic for the large Cloud-providers, such as Amazon Web Services, Google Cloud and Microsoft Azure, who understand the importance of platform strategies and data. 

The first publication that caught my attention is a short article on the IoT Agenda site. It outlines that issues of IoT technology fragmentation and discusses the trend towards concentration in the IoT platform market [1]. The second is a study by a group of economists with an expertise in platform economics and competition policy. They studied the EU’s Digital Markets Act (DMA) and its regulatory implications for large and dominant digital platforms [2]. 

May 30, 2020

A Framework for AI and IoT

Early in my career, I had the good fortune to work on several research and innovation projects on the topics of AI and ML. These project used mathematical techniques to model the dynamic behavior of machines and to work out if they were developing faults. This are known as ‘condition monitoring’ and ‘predictive maintenance’ procedures. These projects involved data from real machines, not simulations. They included an industrial scale diesel generator, a gas-turbine used for ship propulsion and, black-box data from military aircraft [1].

In modern terminology, these projects involved the creation of digital twins from IoT data. They began by collecting time series data around events such a change in operating speed. This is important because systems do not provide dynamically rich data under static operating conditions. Think of a lightbulb with a hairline crack in its filament. Unless you have incredible eyesight, it is impossible to tell if the lightbulb is work on not. However, if you gently tap the lightbulb, you will hear the filament vibrate. That is what reveals that the broken is bulb. In addition to the signal processing aspects, this diagnostic and testing process relies on our mental model of how filament lightbulbs work.

Jan 6, 2019

2018 in Review: IoT puzzle-pieces falling into place

Compared to previous years, the pace of corporate activity in the IoT arena has settled down. This is to be expected in a maturing market cycle. This impression may be at variance with wider industry sentiment where the use of AI/Blockchain/IoT/Machine Learning labelling continues to sensationalize.

As a sign of IoT market reality, the opening event of 2018 dealt with the commercial reality. It took the form of Telefonica O2 withdrawing from the smart home market through the closure of O2 Smart Home. The year ended with a couple of more promising events for the mobile and IoT industries. I’ll touch on these later.

Most activity was concentrated among three groups: technology vendors; network operators (mobile, low-power and virtual); and, platform providers.

Jan 3, 2018

2017 in Review: Making the IoT work

Looking back over notable, M2M/IoT corporate initiatives in 2017, mobile network operators (MNOs) and technology vendors were the two most active groups in the industry eco-system.

The main feature amongst MNOs was market expansion into new geographies. Sometimes, this happened individually; more often, it took the form of partnering with other network operators. This is a classic growth model for the mobile operator community.

In the technology vendor community, leading initiatives took the form of: acquisitions/investments; partnering (with MNOs, platform providers and system integrators); and, product innovation.

In comparative terms, activity among platform organizations was subdued. And, end-users barely featured among 2017 initiatives. It is likely that these last two data points mask a higher level of internal activity targeting operational scaling and in-house developments as firms solidify their foundations in the IoT market. As an example, Altair, a provider of engineering software to enterprise customers, acquired the Carriots IoT platform. This initiative illustrates the trend to internalize IoT capabilities and has parallels with the earlier acquisition of ThingWorx by PTC [1].

May 25, 2017

IoT Complications for MNO Business Units

Mobile operators, it would appear, remain captivated by connectivity solutions. Most recently, low-power technologies (e.g. LoRA, NB-IoT, SigFox etc.) have dominated the industry agenda. This outlook is slowly starting to change. Ian Huh, SVP of SK Telecom’s (SKT) IoT business described fees on its LoRA network as amounting to just 10 per cent of those on 3G/4G networks [1]. He pointed out that this would need at least a tenfold increase in the number of connected devices in highlighting the potentially destructive impact on revenues.

SKT’s comments are timely and show that the debate is shifting from shiny new technology to earning commercial returns. MNOs need to do something, over and above the sale of SIMs and connectivity, to capitalize on the wider IoT business opportunity.