Skip to main content

How to Extract Meaning and Value from M2M Data

Mobile network service providers are going to be inundated with machine-to-machine (M2M) data. Extracting meaning and value from that mass of raw information is a huge undertaking. Analytics software platforms and professional services are part of the solution.

ABI Research forecasts that the M2M analytics industry will grow a robust 53.1 percent over the next 5 years -- from $1.9 billion in 2013 to $14.3 billion in 2018.

The ABI forecast includes revenue segmentation for the five components that together enable analytics to be used in M2M services: including data integration, data storage, core analytics, data presentation, and associated professional services.

"Analytics will play a critical role in the evolution of M2M, serving as the foundation for an increasing number of M2M business cases," said Aapo Markkanen, senior analyst at ABI Research.

In essence, such analytics-driven business cases will be about making previously opaque physical assets part of the digital data universe. M2M has thus a very synergetic relationship with the wider big data space, with growth in one industry driving also growth in the other.

Significantly, the actual value of M2M data can vary greatly by the depth of delivered analysis. At the moment, most enterprises with relevant data assets are trying to migrate from descriptive and diagnostic insights to predictive analytics.

Mastering the predictive phase could then ultimately lead to the final, prescriptive phase of analytics.

Predictive analytics is becoming one of the hottest areas in the M2M value chain. Of today’s analytics establishment, SAP and IBM have woken up to the opportunity reasonably early.

Of the younger companies, Splunk is an example of a firm that could develop into a true Internet of Things powerhouse if it plays its cards right.

Given the far-reaching possibilities of machine learning, ABI says they're also expecting a major impact from players that successfully apply it to industrial settings. Mtell appears to be making strides in this field, and going forward Grok will also be one to watch.

Popular posts from this blog

How a Digital-First CEO Leads Transformation

Some leaders reject the notion that "wait and see" is the best response to disruptive change. Savvy senior executives are already driving digital business transformation throughout their organization in an effort to gain a bold strategic advantage. According to the latest market study by International Data Corp (IDC), Digital-First CEOs plan to drive at least half of their income from digital business products, services, and experiences by 2027 -- that's ahead of the market average of 39 percent. Driven by their response to the COVID-19 pandemic, these business leaders have changed how they think about the relationship between business and technology, and how they approach the next digital transformation era -- from scaling digital technology to guiding a viable digital business. Digital Business Market Development IDC defines digital business as value creation based on technology, which entails: 1) Automated customer-facing processes and internal operations; 2) Provision

Digital Solutions for Industrial & Manufacturing Firms

Executive leaders of fast-moving consumer goods (FMCG) are seeking guidance on how to apply new business technology in their manufacturing operations. CIOs and CTOs are tasked with gaining insight into the best solutions for digital transformation. ABI Research evaluated the impact politics, regulation, the economy, supply chain, ESG, and technology are having on FMCG, pharma, producers of steel, chemicals, pulp and paper -- as well as the mining and oil & gas sectors. Digital Transformation Market Development "Our assessment found that the FMCG sector is under pressure from all sides," says Michael Larner, industrial & manufacturing research director at ABI Research . Securing raw materials is challenging considering lockdowns in China and limited grain supplies from Ukraine. Supply shocks are raising input costs, and operating costs are rising with higher energy costs coupled with the pressure to pay higher wages and work sustainably. "We all hoped that with th

Retail Transformation Gains New Momentum

Forward-thinking retailers now have a bright future. In contrast, those that failed to enhance their business model via digital transformation have struggled, declined, and their assets were eventually liquidated. The key difference between these two business outcomes is applied strategic foresight. Even as the world continues to emerge from a global pandemic, retail is growing at levels not seen in the last two decades. Retail sales grew by 7 percent in 2020 and by over 14 percent in 2021, which is in stark contrast to the 3.7 percent annual growth between 2010 and 2019. The increased demand for retail has put a strain on supply chains and retail operations worldwide. As a result, retailers and stakeholders are turning to automation solutions such as mobile robotics for operational ease. Retail Transformation Market Development According to the latest market study by ABI Research, worldwide commercial robot revenue in retail stores will have a Compounded Annual Growth Rate (CAGR) of o