AIoT: When AI Meets the Internet of Things
The Internet of Things (IoT) is a technology helping us to reimagine daily life, but artificial intelligence (AI) is the real driving force behind the IoT’s full potential.
From its most basic applications of tracking our fitness levels, to its wide-reaching potential across industries and urban planning, the growing partnership between AI and the IoT means that a smarter future could occur sooner than we think.
This infographic by TSMC highlights the breakthrough technologies and trends making that shift possible, and how we’re continuing to push the boundaries.
AI + IoT = Superpowers of Innovation
IoT devices use the internet to communicate, collect, and exchange information about our online activities. Every day, they generate 1 billion GB of data.
By 2025, there’s projected to be 42 billion IoT-connected devices globally. It’s only natural that as these device numbers grow, the swaths of data will too. That’s where AI steps in—lending its learning capabilities to the connectivity of the IoT.
The IoT is empowered by three key emerging technologies:
- Artificial Intelligence (AI)
Programmable functions and systems that enable devices to learn, reason, and process information like humans.
- 5G Networks
Fifth generation mobile networks with high-speed, near-zero lag for real time data processing.
- Big Data
Enormous volumes of data processed from numerous internet-connected sources.
Together, these interconnected devices are transforming the way we interact with our devices at home and at work, creating the AIoT (“Artificial Intelligence of Things”) in the process.
The Major AIoT Segments
So where are AI and the IoT headed together?
There are four major segments in which the AIoT is making an impact: wearables, smart home, smart city, and smart industry:
Wearable devices such as smartwatches continuously monitor and track user preferences and habits. Not only has this led to impactful applications in the healthtech sector, it also works well for sports and fitness. According to leading tech research firm Gartner, the global wearable device market is estimated to see more than $87 billion in revenue by 2023.
2. Smart Home
Houses that respond to your every request are no longer restricted to science fiction. Smart homes are able to leverage appliances, lighting, electronic devices and more, learning a homeowner’s habits and developing automated “support.”
This seamless access also brings about additional perks of improved energy efficiency. As a result, the smart home market could see a compound annual growth rate (CAGR) of 25% between 2020-2025, to reach $246 billion.
3. Smart City
As more and more people flock from rural to urban areas, cities are evolving into safer, more convenient places to live. Smart city innovations are keeping pace, with investments going towards improving public safety, transport, and energy efficiency.
The practical applications of AI in traffic control are already becoming clear. In New Delhi, home to some of the world’s most traffic-congested roads, an Intelligent Transport Management System (ITMS) is in use to make ‘real time dynamic decisions on traffic flows’.
4. Smart Industry
Last but not least, industries from manufacturing to mining rely on digital transformation to become more efficient and reduce human error.
From real-time data analytics to supply-chain sensors, smart devices help prevent costly errors in industry. In fact, Gartner also estimates that over 80% of enterprise IoT projects will incorporate AI by 2022.
The Untapped Potential of AI & IoT
AIoT innovation is only accelerating, and promises to lead us into a more connected future.
|Edge computing||Smart thermostats|
|Voice AI||Smart speakers||Natural language processing (NLP)
ePayment voice authentication
|Vision AI||Massive object detection||Video analytics on the edge
Super 8K resolution
The AIoT fusion is increasingly becoming more mainstream, as it continues to push the boundaries of data processing and intelligent learning for years to come.
Just like any company that blissfully ignored the Internet at the turn of the century, the ones that dismiss the Internet of Things risk getting left behind.
—Jared Newman, Technology Analyst
Apple’s Colossal Market Cap as it Hits $3 Trillion
Apple’s market cap recently hit $3 trillion. To put that scale into context, this visualization compares Apple to European indexes.
Apple’s Colossal Market Cap in Context
In January of 2019, Apple’s market capitalization stood at $700 billion.
While this was perceived as a colossal figure at the time, when we fast forward to today, that valuation seems a lot more modest. Since then, Apple has surged to touch a $3 trillion valuation on January 3rd, 2022.
To gauge just how monstrous of a figure this is, consider that Apple is no longer comparable to just companies, but to countries and even entire stock indexes. This animation from James Eagle ranks the growth in Apple’s market cap alongside top indexes from the UK, France, and Germany.
Let’s take a closer look.
Apple Takes On Europe
The three indexes Apple is compared to are heavyweights in their own right.
The FTSE 100 consists of giants like HSBC and vaccine producer AstraZeneca, while the CAC 40 Index is home to LVMH, which made Bernard Arnault the richest man in the world for a period of time last year.
Nonetheless, Apple’s market cap exceeds that of the 100 companies in the FTSE, as well as the 40 in each of the CAC and DAX indexes.
|Stock/Index||Market Cap ($T)||Country of Origin|
|CAC 40 Index||$2.76T||🇫🇷|
|DAX 40 (Dax 30) Index*||$2.50T||🇩🇪|
*Germany’s flagship DAX Index expanded from 30 to 40 constituents in September 2021.
It’s important to note, that while Apple’s growth is stellar, European companies have simultaneously seen a decline in their share of the overall global stock market, which helps make these comparisons even more eye-catching.
For example, before 2005, publicly-traded European companies represented almost 30% of global stock market capitalization, but those figures have been cut in half to just 15% today.
Here are some other approaches to measure Apple’s dominance.
Apple’s Revenue Per Minute vs Other Tech Giants
Stepping away from market capitalization, another unique way to measure Apple’s success is in how much sales they generate on a per minute basis. In doing so, we see that they generate a massive $848,090 per minute.
Here’s how Apple revenue per minute compares to other Big Tech giants:
|Company||Revenue Per Minute|
Furthermore, Apple’s profits aren’t too shabby either: their $20.5 billion in net income last quarter equates to $156,000 in profits per minute.
How Apple Compares To Countries
Lastly, we can compare Apple’s market cap to the GDP of countries.
|Country (excluding Apple)||Total Value ($T)|
What might be most impressive here is that Apple’s market cap eclipses the GDP of major developed economies, such as Canada and Australia. That means the company is more valuable than the entire economic production of these countries in a calendar year.
That’s some serious scale.
Companies Gone Public in 2021: Visualizing IPO Valuations
Tracking the companies that have gone public in 2021, their valuation, and how they did it.
Companies Gone Public in 2021: Visualizing Valuations
Despite its many tumultuous turns, last year was a productive year for global markets, and companies going public in 2021 benefited.
From much-hyped tech initial public offerings (IPOs) to food and healthcare services, many companies with already large followings have gone public this year. Some were supposed to go public in 2020 but got delayed due to the pandemic, and others saw the opportunity to take advantage of a strong current market.
This graphic measures 68 companies that have gone public in 2021 — including IPOs, SPACs, and Direct Listings—as well as their subsequent valuations after listing.
Who’s Gone Public in 2021?
Historically, companies that wanted to go public employed one main method above others: the initial public offering (IPO).
But companies going public today readily choose from one of three different options, depending on market situations, associated costs, and shareholder preference:
- Initial Public Offering (IPO): A private company creates new shares which are underwritten by a financial organization and sold to the public.
- Special Purpose Acquisition Company (SPAC): A separate company with no operations is created strictly to raise capital to acquire the company going public. SPACs are the fastest method of going public, and have become popular in recent years.
- Direct Listing: A private company enters a market with only existing, outstanding shares being traded and no new shares created. The cost is lower than that of an IPO, since no fees need to be paid for underwriting.
The majority of companies going public in 2021 chose the IPO route, but some of the biggest valuations resulted from direct listings.
|Listing Date||Company||Valuation ($B)||Listing Type|
|21-Jan-21||Hims and Hers Health||$1.6||SPAC|
|05-May-21||The Honest Company||$1.4||IPO|
|07-May-21||Blade Air Mobility||$0.83||SPAC|
|29-Sep-21||Warby Parker||$6.0||Direct Listing|
|27-Oct-21||Rent the Runway||$1.7||IPO|
Though there are many well-known names in the list, one of the biggest through lines continues to be the importance of tech.
A majority of 2021’s newly public companies have been in tech, including multiple mobile apps, websites, and online services. The two biggest IPOs so far were South Korea’s Coupang, an online marketplace valued at $60 billion after going public, and China’s ride-hailing app Didi Chuxing, the year’s largest post-IPO valuation at $73 billion.
And there were many apps and services going public through other means as well. Gaming company Roblox went public through a direct listing, earning a valuation of $30 billion, and cryptocurrency platform Coinbase has earned the year’s largest valuation so far, with an $86 billion valuation following its direct listing.
Big Companies Going Public in 2022
As with every year, some of the biggest companies going public were lined up for the later half.
Tech will continue to be the talk of the markets. Payment processing firm Stripe was setting up to be the year’s biggest IPO with an estimated valuation of $95 billion, but got delayed. Likewise, online grocery delivery platform InstaCart, which saw a big upswing in traction due to the pandemic, has been looking to go public at a valuation of at least $39 billion.
Of course, it’s common that potential public listings and offerings fall through. Whether they get delayed due to weak market conditions or cancelled at the last minute, anything can happen when it comes to public markets.
This post has been updated as of January 1, 2022.
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