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Asymmetric Intelligence

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  1. iPad at 16

    Research · 3 comments

    Redundant or Post-PC?

    Today marks the 16th anniversary of when Apple released the first-generation iPad. After Steve Jobs announced the ‌iPad‌ on January 27, 2010, it launched a few months later on April 3, 2010.

    The ‌iPad‌ was the first device that Apple released with a custom-designed chip, the Apple A4.

    The concept of a tablet device like the ‌iPad‌ actually predated the iPhone, and Apple had a prototype project in the works in 2004. Then-Apple CEO Steve Jobs wanted to prioritize the iPhone, so the ‌iPad‌ was put on hold until after the iPhone was established.

    Apple priced the ‌iPad‌ at $499, and Jobs called it a "magical and revolutionary device at an unbelievable price." Like the iPhone, the ‌iPad‌ dominated the tablet space, and it still continues to do so today. Apple sold a million iPads in the first month, and while competitors like Microsoft and Samsung quickly came out with competing tablets of their own, the ‌iPad‌ has no match.

    Apple has led the global tablet market for over a decade and no competitor comes close to matching its tablet market share. As of the fourth quarter of 2025, Apple's market share was 44.9 percent, with Samsung the next closest at 14.7 percent.

    Apple has expanded its ‌iPad‌ lineup over the years, and we now have multiple sizes at multiple price points.

    Source: MacRumors

    The graph above shows the iPad revenues compared to the Mac and the iPod. I included the iPod since the iPad was originally dismissed as a "big screen iPod touch". On the other hand, it was also seen as a PC or Mac substitute. To many, including Alan Kay, the tablet form factor makes much more sense than the PC form factor. It's more approachable, more intuitive and certainly smaller and more portable. As the graph shows, quickly after launch, the iPad overtook sales of the Mac.

    What iPad has done is carved a niche that is resilient. After 16 years, I reckon about 910 million have been sold with about 70 million more sold each year. The product has a particularly long lifespan in use and may continue to be used for as long as 10 years. Total lifetime revenuel has been over $403 billion with about $29 billion last year. The total user base is between 400 and 450 million users. In the U.S., the iPad is highly prevalent, with over 40% of Americans owning an iPad in 2024.

    Neither killer nor killed, the iPad is just a great "in between" product with plenty of value. I have no doubt that it will still be popular 16 years from now.

  2. Analysis: Mac grew 16% and iPad grow 15% in China in the fourth quarter of 2025

    Nota Bene · 2 comments

    Not just the iPhone.

    Both the Mac and iPad marketshare in China grew year-over-year in 2025, according to new data from the Omdia research group.

    Apple sold 700,000 Macs in the fourth quarter of 2025 for 6% market share. That compares to sales of 600,000 Macs and 5% market share in the fourth quarter of 2024. That’s 14% annual growth.

    Apple sold 2.3 million iPads in the fourth quarter of 2025 for 25% market share. That compares to sales of 2 million iPads and 24% market share in the fourth quarter of 2024. That’s 16% annual growth.

    Looking ahead, China’s PC and tablet markets face significant headwinds. Omdia forecasts PC shipments in China will decline to 37.9 million units in 2026. This decline will be more pronounced in the consumer segment, which is expected to contract 12% compared to 2025. Tablet shipments are also projected to fall 11% to 32 million units in 2026, following elevated performance in 2025.

    Source: Apple World Today

    NB: I make it out to be 16% Mac growth not 14% and 15% iPad growth not 16%.

  3. Post PC

    Research

    Remember the Post-PC era?

    The term Post-PC was first coined by MIT scientist David D. Clark in 1999 and was quickly adopted by both Microsoft's and Apple's former CEOs. Jobs popularized the term "post-PC" in 2007 (the launch of the first iPhone), and in 2011 when he launched iCloud, a service enabling Apple devices to synchronize data through cloud services, freeing them from dependency on a PC.

    The Post-PC era was posited during the late 2000s and early 2010s presupposing a decline in the sales of personal computers (PCs) in favor of devices, phones, tablets, wearables, IoT, etc. These devices were mobile first (i.e. battery-first as opposed to plug-first), connected second and cloud-powered third. They were designed to run "apps" not "applications" and had new ecosystems with millions of developers selling through online-only stores, priced often as subscriptions rather than seat licenses.

    In the last decade or so, the PC did endure an overall decline in sales while phones, tablets and wearables climbed to at least 10x volumes of the PC. But the last few months have shown a resurgence in PC sales. Certainly the necessity of working from home is the reason but will this last?

    The fact is that the PC did not disappear. It certainly is still in use and there are buyers for it. There just isn't a lot of growth or energy. There hasn't been for a decade. The software and hardware efforts are uninspiring because the talent has moved elsewhere. The creativity, R&D budget have gone the same way.

    But what about the Mac? The Mac is the PC from the company that more or less defined the Post-PC era. Would it not be the first to be sacrificed for the new future? As it stands, as the graph below shows, the Mac today is double the business it was decade ago and although it has been overtaken by wearables, it has kept ahead (after a time) of the iPad.

    As it turns out the Mac is doing just fine.

    The trouble with PCs, including the Mac, is that they are stubborn in how they define themselves. Like the power user, they see performance along certain dimensions. They also don't see performance along new dimensions which devices offer with glee. For example connectivity to cellular networks (still missing in even the fanciest laptop but available on my watch.) Then there are the sensors which measure my heart rate, activity level, location, altitude, etc. Then there are cameras which on phones now boggle the mind. PC cameras are comical in comparison.

    Then there is portability and usability without being plugged in.

    Well, it was. With the M1, Apple has finally delivered the always-on feel of a tablet or phone and the more-than-one-day battery life. It also added a lot of neural engine horsepower and a lot of on-chip memory. Apple is delivering a system on a chip which makes the Mac more device-like in its integration. And sales are likely to rise, on the back of a great 2020 for the Mac. The form of the machine might even change with new designs being made possible by the lower heat profile and space savings.

    And so I'm writing this post on a Mac. The graph you see above was created on the Mac. It's possible to do all this my iPad and even on my iPhone but it would be harder. But I'm also willing to bet you're reading this on a phone.

    And that's the crux of it. The PC is still the machine of choice for authoring while the device is the machine of choice for consuming and consuming will always be more popular. What the iPad has done is taken a share of PC use and in my case I do use it for some tasks like email a lot more frequently. The theory would suggest that the iPad will continue its upward trajectory while the PC would abandon the low end.

    This disruption has already happened but it hasn't been complete. The median performance band now belongs to devices but the professional will always ask for more of the performance which they see as productive while the consumer will always ask for more of the performance which they see as convenience. Here the market bifurcates.

    What has been problematic with the smaller of the two markets has been the vicious cycle of lack of investment due to decreasing margins, commoditization and talent flight. What Apple is doing once again is ratcheting up the bar for the PC to make sure it's the top choice for creative professionals. And as long as they are productive, the consumers will keep them employed if not in riches.

  4. Apple Watch at 5

    Research

    The latest Apple Watch has a blood oxygen sensor which measures the wearer's oxygen saturation (SpO2). Oxygen saturation is the fraction of oxygen-saturated hemoglobin relative to total hemoglobins in the blood. If the level is below 90% it is considered low and is very dangerous. An alert is issued in that case.

    The Watch also monitors (periodically but consistently) the wearer's heart rate and can warn of abnormal rates. It can also detect patterns of irregular heart rhythms and atrial fibrillation.

    The Watch can also provide VO2 max or the maximum rate of oxygen consumption measured during exercise. This measurement provides a quantitative value of endurance fitness and reflects cardiorespiratory fitness.

    The Watch can also generate an ECG or electro cardiogram which is a graph of voltage versus time of the electrical activity of the heart using electrodes placed on the skin. The ECG can be generated as a PDF and sent to a physician for analysis.

    The Watch also monitors sound levels providing a warning of when the wearer is exposed to dangerous sound levels and should consider protecting their hearing.

    The Watch can also detect a fall and summon emergency services even if the wearer is unconscious. It can also be used to summon assistance with a push of a button.

    The Watch uses machine learning to track sleep and can monitor the vital signs listed above during that time.

    The Watch has an always-on altimeter which is working to help with tracking effort by the wearer.

    The Watch can detect hand washing and provide a timer so you do it well enough.

    The Watch can track all physical activity and provide motivational reminders to meet daily goals.

    The Watch can monitor exercise with precision and provide data that helps you improve your performance.

    The Watch can also be used to pay for your groceries at the register.

    The reason the Watch can do all these things is because it's a computer. A computer with a dual core processor based on the A13 bionic chip also used in the iPhone 11, a retina display that is always on(!) and displaying at least 500nits at all times. It has on-board storage for music, WiFi, Bluetooth and a touch screen.

    But although being a computer allows the Watch to do all this and more, no PC can do even one of these things. Nor does a PC have GPS, or Cellular connectivity or NFC and is certainly not swimproof. You don't wear a PC in bed and it does not stay with you 24x7.

    The Watch is among a class of devices that have emerged less than five years ago that do many things that PCs can't. They also do many things phones can't.

    Biometric sensing (SpO2, ECG, Afib detect, sleep tracking, fall detection, etc.) were not features that were even requested from phones or PCs (or tablets.) Nor did PC users ask for iPhone or tablet features like taking selfies, gesture-based gaming and Lidar.

    The Watch has taken on the job of health monitor and health preserver. It isn't a job any other computer would have even attempted.

    The story of phones, tablets and wearables is a story of creating new markets, not substituting for old ones. In so doing the new markets are greater than their putative substitutions would allow. This is happening over and over again but it still seems to go largely unnoticed. Keep an eye out for a lot more of this.

  5. The iPad at 10

    Research

    The iPad was launched in April 2010, about three years after the iPhone. Followers of the company will know however that the iPad was designed first, starting sometime in the early 2000s.

    The iPad was the prototype touch device because it's less constrained but also because Apple was, at its heart, a computer company and the iPad was a computer first, device second.

    Concepts of tablets predated Apple's entry and go back to the 1990s. The idea of a "Tablet Computer" was envisioned by Alan Kay as the Dynabook as early as 1968. He famously remarked that if Apple were to build a tablet-sized iPhone it would "rule the world".

    But has the iPad come to rule the world?

    Ten years is not a long time—the Mac is now 36 and it's still kicking, Windows is only 25 years old—but already 500 million iPads have been sold.

    The sales history of the iPad in units is shown below in blue vs. the iPhone in green. (Note, values in last 8 quarters are estimated).

    The story that did not pan out for the iPad is that the unit growth did not match that of the iPhone, which, in its first decade sold 1.2 billion units.

    But that is because the iPhone and iPad differ in significant ways. Ways which were difficult to anticipate early on.

    Difficult because internally the two are basically the same. Both share the same processors and architecture and (until recently) the operating system and user interaction model. They have a similar "bill of materials" (though prices are quite different, with iPhones typically more expensive.)

    The main difference has been in the display size. As I noted early on, a few inches of display may not look like a big difference but it is qualitatively very different—as much as a bathtub and a swimming pool both contain water, the quantity of water changes dramatically what you can do with either.

    As a result of its size, the iPad is more likely to remain at home; not stationary in one spot, but not "in-hand" at all times. That affects how long it lasts and the tasks it's assigned to do.

    As a result, iPads stay in use longer, get passed on to new users and serve for many years. Their average life span is likely well over 4 years and 9 year old iPads are not uncommon. It's therefore very likely that the vast majority of all iPads sold are still in use.

    So the true measure of success is not units sold but number of active (and satisfied) users. The iPad user base is probably around 400 million (about 27% of total active Apple devices.) The degree of activity is also telling and is reflected in the million apps built specifically for the platform.

    400 million users makes for a healthy ecosystem, especially as the users tend to be willing to spend on apps and services, which in turn, attracts more investment from developers, which leads to more usage, and so on, in a virtuous cycle.

    As with all aspects of Apple analysis, the qualitative is just as important as the quantitative, even more so. The quality of the users, the usage and the product is the pre-eminent assessment.

    iPad users, usage and product make for a remarkable combination. On the product side, the Fall 2020 line-up is another leap forward. In particular, the price points, breadth of offering, accessories (mini, Air, Pro, pencil, Smart Keyboard, etc.) and the power across the board.

    This year sees a performance jump in the middle of the line-up with the usual mind-boggling measurements (some beginning with "nano," and others with "tera".)

    So where to for iPad now? What worlds remain for it to conquer? So far has found users in the three "E"s: Enterprise, Education and Entertainment. Pro usage is a niche that is growing in production, especially media. What many might say is that it needs to aim at replacing the laptop, or the PC in general.

    It has not done that so far, much to the delight of naysayers. But this is not as big a failure as it might seem.

    First note that the Mac user base itself is not nearly as big (110 million +/-10%). iPad could be 4x bigger in user base. The Windows base is larger at 1.2 to 1.4 billion but that resists frontal assault as it is deeply entrenched around enterprise workflows. It's also bereft of profit.

    What iPad did do is create its own demand. It sits comfortably aside other platforms not in place of them. Most iPad users also have an iPhone and a PC or a Mac. I happen to have all those and more than one iPad. The iPad did something grander than kick the PC off its perch. It sat next to it and found life quite comfortable.

  6. Apple Remarks to Investors in FQ1 2018 Earnings Conference Call, Categorized and Annotated

    Conference · 149 comments

    The following is a transcript of the comments from Tim Cook (CEO) and Luca Maestri (CFO) at Apple's Q1 2018 Earnings Conference Call February 1, 2018. I color coded my interpretation of the comments into four categories:

    • Grey: Background and promotional commentary
    • Red: Strategy and signals of what management considers important and may include data beyond the regularly reported numbers.
    • Green: Financial data
    • Black: Commentary.
    • Blue: My commentary, in brackets.

    For a quick read of Apple's strategy, read the Red text. These comments are not repeated in financial reports. Highly recommended.

    For a quick read of Apple's financial performance, read the green text (which are replicated in financial reports). Read this if you don't want to wade through the financial reports.

    For marketing or product material, read the grey text.This is sometimes unique but also repeats product launch information.

    ----
    Tim Cook:  Thanks, Nancy and thanks everyone on the call, and welcome to everyone today. Before we dive into the quarter, I'd like to take a moment to talk about a significant milestone we recently crossed.

    Apple's active installed base reached 1.3 billion devices in January and is at an all-time high for all of our major products. 1.3 billion devices represents an astonishing 30% growth in just two years. It speaks to the strength and reliability of our products and our ecosystem, as well as the loyalty, satisfaction and engagement of our customers. It's also fueling tremendous growth in our services business, which I’ll talk about a little later in the call. [This is probably Apple's most important number. For at least the next 20 years this is the key performance metric and it can be used to derive company's valuation. A summary of the history of active devices vs. units sold is shown in the graph below:]

    Turning to the December quarter. We're thrilled to report Apple's biggest quarter ever, which set new all-time records in both revenue and earnings. We generated revenue of $88.3 billion, which is above the high-end of our guidance range, and it is up almost $10 billion or 13% over the previous all-time record we set a year ago.

    It's also our fifth consecutive quarter of accelerating revenue growth with double digit growth in each of our geographic segments around the world. What makes us even more remarkable is that the quarter we're reporting today was 13-weeks long, while the year ago quarter was 14-weeks. When we look at the average revenue per week in the December quarter this year compared to last year, our growth was a stunning 21%. [The 13-week vs. 14-week year-on-year comparison is repeated several times. The summary differences are shown in the table below:] 

    Our growth was broad-based and a key driver was iPhone, which generated its highest revenue ever. iPhone X was the best-selling smartphone in the world in the December quarter according to Canalys, and it has been our top selling phone every week since it launched. iPhone 8 and iPhone 8 Plus rounded out the top three iPhones in the quarter. In fact, revenue for our newly launched iPhones was the highest of any lineup in our history, driving total Apple revenue above our guidance range. [The iPhone X is a huge hit. It drove the average selling price $100 higher y/y. This is not only unprecedented for Apple but for the entire Industry. The average smartphone sells for less than $300 while iPhones sold for $800. The gap is widening. The following graph shows the product mix and the average resulting price.] 

    I want to take a moment to recognize the tremendous amount of work that went into creating iPhone 10. Our teams carried out an extremely complex launch from both an engineering and operations perspective, executing an outstanding product ramp that required years of research and development; one that introduced innovative features like an edge-to-edge Super Retina Display and the TrueDepth Camera, which enables face ID. Our customers love these new features and the new gestures like simply swiping up from the bottom, which make using iPhone even more intuitive and enjoyable.

    Our team has put the technology of tomorrow in our customers’ hands today, set a standard for the next decade of smartphones and we are very proud of their achievements.

    It was another very strong quarter for services with revenue of $8.5 billion, up 18% over last year, and we’re on pace to achieve our goal of doubling our 2016 services revenue by 2020. The number of paid subscriptions across our services offerings passed 240 million by the end of the December quarter, that’s an increase of 30 million in the last 90 days alone, which is the largest quarterly growth ever. [Services has been growing relentlessly for over a decade. This steadiness of growth makes is a juggernaut. Apple is increasingly speaking about subscriptions as the key metric and 240 million is reaching record territory. The rise of Services is shown below (both revenues and consumer spending.)]

    We had an all-time record quarter for the App Store with our best holiday season ever. We’re seeing great excitement around augmented reality with customers now enjoying over 2,000 ARKit enabled app, spanning every category in the App Store. In December, when Pokémon GO released its new augmented reality features built with ARKit, it jumped the top of the App Store charts. Last week, on a stop in Toronto, I met developers who are hard at work on creative applications using ARKit from art appreciation to ecommerce, and I was very impressed with what I saw.

    Just for months after ARKit launched to the public, we’ve already released ARKit 1.5 in beta to developers around the world, and the response has been tremendous. Augmented reality is going to revolutionize many of the experiences we have with mobile devices. And with ARKit, we’re giving developers the most advanced tools on the market to create apps for the most advanced operating system running on the most advanced hardware. This is something only Apple can do.

    In addition to the App Store, several other services had their biggest quarter ever, including Apple Music, iCloud and Apple Pay, all of which saw growth in both active users and revenue.

    Apple Pay has reached an important milestone in the U.S. As a result of 50% year-over-year growth in merchant adoption, it’s now accepted at more than half of all American retail locations, which includes more than two-thirds of the country’s top 100 retailers. Now available in 20 markets, global Apple Pay purchase volume more than tripled year-over-year and we’re delighted to be expanding to Brazil in the coming months. [There are no absolute data points on Apple Pay but we do have some scattered growth data. The US data is cited here but in my experience it's more popular in select countries like UK where users are using it habitually]

    Today, you can use Apple Pay to take the subway in Guangzhou, China, see a concert at London’s Wembley Stadium or buy a souvenir in Yosemite National Park. In the U.S., we launched Apple Pay Cash in December, and it’s off to a terrific start. Millions of people are already using it to send and receive money with friends and family quickly, easily and securely; to split a bill, pay someone back, or send last minute gift right from the messages app.

    It was our best quarter ever for the Apple Watch with over 50% growth in revenue and units for the fourth quarter in a row and strong double-digit growth in every geographic segment. Sales of Apple Watch Series 3 models were also more than twice the volume of Series 2 a year ago. Apple Watch is the most popular, smart watch in the world and gained market share during the quarter based on the latest estimates from IDC. [Apple Watch is growing consistently. The following graph shows my estimates of volume (total 42 million to date) and revenues (total $15 billion) based on all available data and commentary from management.]

    It was the third consecutive quarter of growth for iPad revenue, thanks to the strength of both iPad and iPad Pro. Based on the latest data from IDC, we gained share in nearly every market we track with strong outperformance in emerging markets.

    Worldwide, almost half of our iPad sales were the first-time tablet buyers are those switching to Apple, and that’s true in some of our most developed markets, including Japan and France. In China, new and switching users made up over 70% of all iPad sales.

    For Mac, we launched the all new, iMac Pro in mid-December. It’s an entirely new product line designed for our Pro users who love the all-in-one design of iMac and require workstation class performance. It's the fastest, most powerful Mac ever, delivering incredible computational power, for simulation and real time 3D rendering, immersive VR and complex photography audio and video projects. Worldwide, 60% of our Mac sales were the first time buyers and switchers and in China, that number was almost 90%.

    We're looking forward to getting HomePod in customers’ hands beginning next week. HomePod is an innovative wireless speaker, which delivers stunning audio quality wherever its placed in the home, thanks to the advanced Apple engineered hardware and software.

    Together with Apple Music, HomePod gives you instant access to one of the world's largest music catalogs. And with the intelligence of Siri, it’s a powerful assistant you control through natural voice interaction. We're very happy with the initial response from reviewers who've experienced HomePod ahead of its launch, and we think our customers are going to love this new product.

    We believe one of the key issues of the 21st century is education. And because of that, we've strengthened our commitment and investment into initiatives like everyone can code. To find the innovators of the future, we need to nurture the students of today. Our App Development with Swift curriculum, which is available free on iBooks, has been downloaded more than 1.2 million times worldwide with almost half of those coming from here in the United States. It’s also being taught in dozens of community colleges across the country, putting practical skills in the hands of today’s jobs seekers.

    I was in London two weeks ago as we announced that the program was expanding to more than 70 colleges and universities in Europe. Millions of students around the world will have the opportunity to add Swift to their coding vocabulary and gain skills that are essential for today’s economy.

    This is an exciting time at Apple and with the best lineup of products and services we've ever had and a set of initiatives that show how business can be a force for good in the world. We could not be more excited about our future.

    Now, for more details on the December quarter results, I'd like to turn over the call to Luca.

    Luca Maestri: Thank you, Tim. Good afternoon, everyone. Our business and financial performance in the December quarter were exceptional, as we set new all-time records for revenue, operating income, net income and earnings per share.

    Starting with revenue, we’re reporting an all-time record, $88.3 billion, up nearly $10 billion or 13% over the prior record set last year. It is our fifth consecutive quarter of accelerating revenue growth. As you know, the December quarter a year ago spanned 14-weeks compared to 13-weeks this year, which is important to consider as we have set the underlying performance of our business this year. When we look at average revenue per week, our growth rate was even higher at 21% with growth across all product categories for the third consecutive quarter.

    Our results were terrific all around the world with double digit revenue growth in all our geographic segments, an all-time quarterly record in the vast majority of markets we track, including the U.S., Western Europe, Japan, Canada, Australia and Korea, as well as Mainland China, Latin America, The Middle East, Central and Eastern Europe, and India.

    In Greater China, we were very happy to generate double digit revenue growth for the second quarter in a row and in emerging markets outside of Greater China, we saw 25% year-over-year growth.

    Gross margin was 38.4% at the high end of our guidance range. Operating margin was 29.8% of revenue. Our net income was $20.1 billion an all-time record, and up $2.2 billion over the last year. Diluted earnings per share were $3.89 also an all-time record and cash flow from operations was very strong at $28.3 billion.

    During the quarter, we sold 77.3 million iPhones, the highest number ever for a 13-week quarter. Average weekly iPhone sales were up 6% compared to December quarter last year with growth in every region of the world despite the staggered launch of iPhone 10. We established all-time iPhone revenue record in nearly every market we track with double-digit growth in all of our geographic segments. iPhone ASP increased to $796 from $695 a year ago, driven primarily by the launch of iPhone 10 and the success of iPhone 8 and 8 Plus.

    We exited the December quarter towards the lower end of our target range of five to seven weeks of iPhone channel inventory with less than 1 million more iPhones in the channel compared to the December quarter a year ago, in line with our growth in average weekly unit sales. Customer interest and satisfaction with iPhone are very, very strong for both consumers and business users.

    The latest data from 451 Research indicates U.S. customer satisfaction ratings of 96% or higher across iPhone models. In fact, combining iPhone 8, iPhone 8 Plus and iPhone 10, consumers reported an amazing 99% satisfaction rating. And among business customers planning to purchase smartphones in the next quarter, 77% planned to purchase iPhone. Our customers are also incredibly loyal with Kantar's latest U.S. research, reflecting a 96% iPhone loyalty rate, the highest ever measured. [Customer satisfaction is the second most important figure after active user base. Combining these two figures yields the recurring revenue value of the company. Remember what Deming said: the most important measurements for a company's value are the multipliers of a satisfied customer and a dissatisfied customer--these numbers never appear on any financial report but they are applied to all the numbers on every report].

    Turning to services. We had a terrific quarter with revenue of $8.5 billion, up 18% year-over-year and up 27% in terms of average revenue per week; that is an acceleration to the 24% services growth run rate that we experienced in the September quarter.

    The App Store set a new all-time revenue record. The Store’s all-new design is off to a fantastic start with quarterly store visitors, transacting accounts and paying accounts, reaching new all-time highs. During the week beginning December 24th, a record number of customers made purchases or downloaded Apps from the App Store, spending over $890 million in that seven-day period, followed by $300 million in purchases on New Year’s day alone.

    And according to App Annie’s latest report, the App Store continues to be the preferred destination for customer purchases by a very wide margin, generating nearly twice the revenue of Google Play. Across all our services offerings, paid subscriptions reached $240 million with growth of 58% over last year and they were a major contributor to the overall strong growth in services revenue. [Apple has half the user base of Google Android. This is based on Google's May 2017 report of 2 billion active devices vs. the 1.3 billion that we just got from Apple. And yet these users collectively spend twice as much on apps. This ratio of "half the users, twice the spending" has been cropping up in individual developer anecdotes and can also be seen in other metrics of engagement and consumption. This should not be surprising as it conforms to the Pareto distribution of economic value.]

    As Tim mentioned, it was our best quarter ever for Apple Watch. And when we add to this us from Beats and AirPods, our total revenue from wearables was up almost 70% year-over-year. In fact, wearables were the second largest contributor to revenue growth after iPhone, which is impressive for a business that started only three years ago. In total, our other products category set a new all-time record with quarterly revenue exceeding $5 billion for the first time. [Wearables now includes more than watches but watches are likely still the dominant product.]

    Next, I’d like to talk about the Mac. We sold 5.1 million Macs during the December quarter, which translates to a 2% year-over-year increase in average sales per week. Mac performance was particularly strong in emerging markets with unit sales up 13% year-over-year and with all-time records in Latin America, in India, Turkey and Central and Eastern Europe. On a worldwide basis, the active install base of Macs was up double-digits year-over-year to a new record.

    It was also another growth quarter for iPad. We sold 13.2 million units with average iPad sales per week up 8% over last year’s December quarter. iPad sales grew strong double-digits in many emerging markets, including Latin America, the Middle East, Central and Eastern Europe and India, as well as developed markets, including Japan, Australia and Korea. The active install base of iPad has grown every quarter since its launch in 2010, and it reached a new all-time high in December, thanks to extremely high customer loyalty and large numbers of first-time iPad users. [iPad is clearly recovering from a long decline. ASPs are rising as it's being positioned as a PC alternative. Its low end functions are being absorbed by large screen iPhones.]

    NPD indicates that iPad had 46% share of the U.S. tablet market in the December quarter, up from 36% share a year ago. And the most recent surveys from 451 Research found that among customers planning to purchase tablets within 90 days, 72% of consumers and 68% of business users planned to purchase iPads. Customer satisfaction is also very high with businesses reporting a 99% satisfaction rating for iPad.

    We are seeing great traction in enterprise as businesses across industries and around the world standardize on iOS. For example, Intesa Sanpaolo, one of Europe’s leading banks, has chosen iOS as the mobile standard for its entire 70,000 employee base in Italy; choosing iOS for its security, user interface, accessibility and reliability, Intesa Sanpaolo will deploy native apps to improve employee productivity in customer support, human resources, and marketing across the company.

    And LensCrafters, one of the largest optical retail brands in North America, will be using over 7,000 iPad Pros to enable digital eye exams and digital optical measurements in a personalized and interactive experience. We’re also rolling out a new initiative, called Apple AtWork to help businesses implement employee choice programs more easily and offer Apple products company-wide.

    Resources from both Apple and our channel partners will enable enterprise IT and procurement teams to buy or lease Apple products more efficiently, streamline the setup of iPhone, iPad, and Mac, and deliver a seamless onboarding experience for employees. We launched the program with CDW in the U.S. last week, and we would be expanding to more channels and regions later this year.

    The December quarter was extremely busy for our retail and online stores, which welcomed 538 million visitors. Traffic was particularly strong during the four-weeks following the launch of iPhone 10, up 46% over last year. And across the quarter, our stores conducted over 200,000 today at Apple sessions, covering topics including photography, music, gaming, and app development, and art and design. Just last weekend, we opened our first store in Seoul, Korea and we’re looking forward to opening our first store in Austria in a few weeks. These newest openings will mark the expansion of our retail store presence to 21 countries.

    Let me now turn to our cash position. We ended the quarter with $285.1 billion in cash plus marketable securities, a sequential increase of $16.2 billion. $269 billion of this cash, or 94% of the total, was outside the United States. We issued $7 billion in debt during the quarter, bringing us to $110 billion in term-debt and $12 billion in commercial paper outstanding, for a total net cash position of $163 billion at the end of the quarter. We also returned $14.5 billion to investors during the quarter. We paid $3.3 billion in dividends and equivalents, and spent $5.1 billion on repurchases of 30.2 million Apple shares through open market transactions.

    We launched a new $5 billion ASR program, resulting in initial delivery and retirement of 23.6 million shares and we retired 3.8 million shares upon the completion of our 12th ASR during the quarter. We’ve now completed over $248 billion of our $300 billion capital return program, including $176 billion in share repurchases against our announced $210 billion buyback program with $34 billion remaining under our current authorization. [An updated look at Apple's cash is shown below]

    Turning to taxes. Due to the recently enacted legislation in the U.S., we estimate making a corporate income tax payment of approximately $38 billion to the U.S. government on our cumulative past foreign earnings. This amount is very similar to what we had been accruing on those earnings in our financial results through fiscal year 2017, including the $38 billion payment. We will have paid over $110 billion of corporate income tax on our total domestic and foreign earnings during the last 10 years for a cash tax rate of about 26%. [Apple has paid more tax than any company in history, and is about the make the largest single payment to the US Treasury.]

    Our tax rate of 25.8% for the December quarter was close to our guidance of 25.5% as the lower U.S. statutory rate from the new legislation was effective offset by the remeasurement of deferred tax balances.

    As we move ahead into the March quarter, I'd like to review our outlook, which includes the types of forward looking information that Nancy referred to at the beginning of the call; we expect revenue to be between $60 billion and $62 billion; we expect gross margin to be between 38% and 38.5%; we expect OpEx to be between $7.6 billion and $7.7 billion; we expect OI&E to be about $300 million; and we expect the tax rate to be about 15%.

    Tax reform will allow us to pursue a more optimal capital structure for our company. Our current net cash position is $163 billion. And given the increased financial and operational flexibility from the access to our foreign cash, we are targeting to become approximately net cash neutral overtime. We will provide an update to our specific capital allocation plans when we report results for our second fiscal quarter, consistent with the timing of updates that we have provided in the past.

    Finally, today our Board of Directors has declared a cash dividend of $0.63 per share of common stock, payable on February 15, 2018, to shareholders of record as of February 12, 2018.

  7. iPad Optics

    Research · 33 comments

    The iPad has an installed base of over 300 million. This is a far larger audience than that of the Mac (which has somewhere between 100 million and 150 million). And whereas the iPad acquired this audience in about 7 years, the Mac took 33 years.

    Curiously however, it is the iPad that is seen as the more fragile product. The iPad is considered to be failing, with a presumption of an end of life in the near future. The evidence of this failure the year-on-year decline in units sold. This is illustrated by the following graph. 

    Screen Shot 2017-03-23 at 10.05.21 PM

    Note that the iPad decline is paired with a steady increase in the Mac. The iPad exhibits a four year decrease in overall volumes. This has, as they say, bad optics.

    But what is seen isn't all that might be,

    If we look further we see that the iPad is still a much loved and much used product. Data from the Pew Internet Survey shows that tablet ownership among US adults increased from 45% in April 2015 to 48% in April 2016 and 51% in November 2016. The rise has been steady. Although this counts tablets, the iPad had 85% share of the U.S. market for tablets priced above $200 so it's a fair assumption that the iPad audience is growing. Similar data exists for the UK.

    Screen Shot 2017-03-23 at 10.11.50 PM

    In addition, user satisfaction with the product continues to be very high. Apple cited that in November, 451 Research measured a 94% consumer satisfaction rate for iPad Mini, a 97% rate for iPad Air, and 96% for iPad Pro. Finally, browsing, shopping and app usage data also show continuing high utilization for iPads.

    Furthermore, iPads are still growing in "non-consuming" markets. iPad posted double-digit growth in both Mainland China and India, it continues to attract a very high percentage of first-time tablet buyers.

    Finally, within corporate buyers there is a 96% satisfaction rate with 66% purchase intent. Apps and solutions are continually being developed for the platform.

    Taking into account that the iPad has a large, stable, engaged and loyal user base that continues to expand and find new uses the optically bad sales data needs an explanation. The simplest explanation is probably the best: iPads remain in use far longer than phones, and perhaps even longer than some computers.

    Anecdotally we can see evidence for this. Few iPads are replaced every two years the way phones are. They are not tied to service contracts or subsidized. They are also less likely to be damaged during usage as phones are dropped and banged-up. iPads are more stationary or carried in protected containers. Phones are in pockets, iPads are in bags.

    So iPads are longer-lived products and it's perfectly reasonable that people who have them keep using them and more people are joining them but slowly. Note also that the decline in sales seems to be flattening out and perhaps might show stabilization.

    Further countering of the iPad in decline idea is the continual improvement in the product. The latest is a refresh of the iPad with more battery life, a better screen and support for Pencil.

    Perhaps the iPad will not return to rapid growth, or perhaps it will. But the more likely possibility is that the iPad will level out maintaining steady levels and, perhaps, grow slightly. This flat rather than up/down trajectory is unusual in devices but it isn't when you look at the Mac. And isn't the goal of the iPad to become a computer?  If so then perhaps Mission Accomplished.

     

  8. iOS v. Windows and Immunity to Disruption

    Research · 30 comments

    The pattern of Mac growth exceeding Windows PC growth (and overall PC growth which includes the Mac) is old news. It has been observed for at least 40 of the last 42 quarters.

    Screen Shot 2015-07-10 at 12.47.04 PM

    It's a historically interesting contest, but the story of computing has moved on.  Starting with building computing, via floor computing, office computing and then to desktop computing and portable computing we are now in the era of mobile computing. ((And as sure as the sun will rise tomorrow we will move beyond mobile computing)). The problem with observing mobility in general is that there are too many mobile computing options. Phones have a wide range of capabilities, tablets and various other form factors are positioned on differing jobs-to-be-done. Platforms and services are also scattered around jobs which have been carved from fixed computing or have been established with no fixed precedent.

    So can we pinpoint with any accuracy the moment when the tipping point has been reached? We could point to all mobile phone shipments, or even the vaguely-defined smartphone shipments compared to all PC shipments. We could look at tablets alone. If we could get accurate measurements.

    One measurement could be to look at operating systems alone. When comparing iOS shipments (iPhone, iPad and iPod touch) to Windows we can see that combined iOS shipments exceed all Windows PC shipments for all three previous quarters.

    Screen Shot 2015-07-10 at 12.54.25 PM

     

    Which reminds me. This week Microsoft wrote off the acquisition of Nokia's mobile phone business. The growth of mobile as an alternative to desktop/laptop computing was foreseen by Microsoft a decade before the the data in the graphs above. It began in 1994 with Windows CE development, proceeded with a PDA operating system by 1998 and the Pocket PC brand in 2001 and Windows Mobile in 2004 and Windows Phone in 2009.

    After anticipating, predicting and dedicating decades of work why didn't Microsoft  participate in its own vision?

    The curious thing about disruption is that predictability does not result in immunity. If the new trajectory threatens the current profit formula, the trajectory is not joined with enthusiasm. There is an uncanny unwillingness to self-disrupt.

    The exceptions to this rule are so rare that they are seen as magical, enabled only by accident or catastrophe.

  9. What next for iPad?

    Research · 81 comments

    ComScore suggests that there are 100 million tablet owners in the US. On a per capita basis that implies penetration of about 30%. As a percent of mobile phone subscribers (above age of 13) that implies 40%. As a percent of smartphone users that implies 43%. As a percent of iPhone users that represents 47%. As a percent of households assuming one device per household that implies 85% penetration. By another measure (Pew) household penetration is around 50%.

    Regardless of the difficulty in defining what is the correct "addressable market", the more important question is whether tablets will be an ubiquitous object. Perhaps what we are seeing in the US is something similar to the MP3 player market or video game console markets where penetration saturated at around 50%. Perhaps tablets will reach PC levels which are closer to 80% of population or perhaps they will reach phone levels which are above 90%. The reason we can't answer the question of ubiquity easily is because competing solutions can carve the usage out of a category "disrupting" it with alternatives.

    The idea that jobs are the segments into which products fit and not demographics or product attributes is key to understanding this migration. The reason phones have subsumed more jobs onto themselves is because they have a rapid rate of evolution and because they have larger scale of economy and because they are conformable to our life spaces. As phones get better they take on more jobs and some of those jobs are those of tablets. The MP3 did not become ubiquitous because the phone took its job. Same for the video game and same perhaps for the PC and tablet.

    But tablets are also getting better. At WWDC we saw how the iPad got a lot better for in terms of multi-tasking, data entry and edits. With the addition of more screen space it will get better still. The improvements will mean that it will possibly be hired for jobs that PCs are still uniquely good at.

    If so then the tablets can continue disrupting PCs from below. As the graph below shows, iPads have captured a great deal of the growth of the overall "computing" market as defined by the PC.

    Screen Shot 2015-06-16 at 2.41.00 PM

    However even that growth has stalled. The combined PC+Mac+iPad market is declining suggesting that "computing" is inexorably being absorbed by the mobile phone.

    Apple management remains bullish on the future of the iPad as a PC disruption. That is certainly possible to continue, especially as PC usage in enterprises needs to migrate in order to take advantage of mobile productivity. But before we see progress we need to see the iPad get better in meaningful ways.

    The dimension of input and interaction seems to be about to get an upgrade. This is just what the product needs.

  10. The Monopolist

    Research · 36 comments

    When the Apple Watch will begin sales, there will have been dozens of "smart watches" released. At CES this week at least 56 "wearables" were on display. One could be forgiven for thinking that Apple's Watch will compete with at least that many alternatives. Those alternatives don't even include the entire existing mechanical and electronic watch market, which, surely, is also filled with competitors.

    When analyzing competition, it's easy to get caught up in one-on-one competitive comparisons, each posited as a decisive life-or-death battle. Consider the list of competitors that Apple has been declared as being in a death-match with:

    • Real Networks. Yes, there was a time when Apple's survival depended on success vs. alternative media encoding technologies.
    • Adobe. Remember Flash? No Flash support meant that Apple's fledgling phone would fail.
    • "The Music Industry". Unhappy partners could surely shut down the iTunes music store, and their insistence on DRM would surely cripple the experience.
    • IBM. In nearly every aspect, their business/strategy/inclination and glimmer of intent was an existential threat the Apple.
    • Microsoft. In nearly every aspect, their business/strategy/inclination and glimmer of intent was an existential threat the Apple.
    • Google. In nearly every aspect, their business/strategy/inclination and glimmer of intent is an existential threat the Apple.
    • Samsung. Obviously. But not just phones or tablets. They have control over key components that Apple used in many of its products, before the iPhone even.
    • Palm/BlackBerry/Nokia/HTC/Huawei/Xiaomi et.al. Every phone maker (and every phone) was/is an existential threat to Apple.
    • Dell/HP/Asus/Lenovo et. al. Every PC maker was a threat to Apple. Some of them made MP3 players. Some of them make tablets.
    • Amazon. Obviously. Not only as an iTunes killer but as a device disruptor. They are working on drones, after all.
    • Sony. Remember them? No longer a PC maker but they moved in many circles Apple moved in. While we're at it, add all the consumer electronics companies in Japan.
    • Dropbox. "If Apple can't do iCloud right, they're doomed".

    This is a very short list (feel free to suggest more) and it becomes clear that the total count of competitors that Apple has to counter "or else" seems to number in the thousands. Practically every hardware, software and service company is positioned as an "Apple Killer". in fact, the more interesting question might be which companies are not competing with Apple.

    Another interesting question relates to why there is no transitive property of competition. I.e. if company A competes with Apple and Apple competes with company B then it does not follow that company A competes with company B.

    To wit, whereas HTC competes with Apple and so does Dropbox, it does not follow that HTC competes with Dropbox. So it's entirely possible that it's axiomatic that

    "Most companies compete with Apple but few of them compete with each other".

    Recognizing a pattern, one could build a model of the technology world where Apple is the focus of all competitive efforts. But this starts to sound absurd.

    Indeed, the flaw in the logic is that these competitive pairings are based on the overlap of features of products/services being offered. The features become the attributes of a product which supposedly defines their competitive power. But this is false for the same reason that the attributes of a buyer do not determine their buying behavior. Buyer attributes ((E.g. demographic, sociographic))  are easy to measure and they may correlate to purchasing behavior but they don't cause it.

    Similarly, product or company attributes are easy to measure and they may correlate to competitive behavior but they don't cause the substitution of a purchase.

    Therefore, appealing to Apple to change its strategy, operations or even its core beliefs in response to a competitor's behavior is deeply misguided. The cause of success and failure in the marketplace is based on being hired by the customer to get a job done. Once hired, the chances are that the trust is secured and the relationship continues even if alternatives are available. There is comfort in the knowledge of whom you're working with.

    This aspect of trusted relationship between the buyer and the product and the interweaving of 'brand' (aka intentions) of the hired is the root of loyalty. Of course, loyalties can be betrayed and trust can be lost. But that implies that the primary responsibility of the manager is the creation and preservation of trust. When seen in this light, an alternative axiom becomes clear:

    "Great companies don't have any competition."

    Great companies are "monopolists of customer trust" and are unaffected by alternatives. They are positioned on and nailing the job their products and services are hired for. The alternatives must not only duplicate the exact job (which they almost never do), but they must also overcome the switching costs.

    Remember this when analyzing the impact of yet another competitor and considering the "Apple must fix/do X or else" assertions.

     

  11. The iPad discontinuity

    Research · 144 comments

    iPad sales were unexpectedly slow in Q1. Tim Cook explained it as follows:

    iPad sales came in at the high end of our expectations, but we realized they were below analysts' estimates and I would like to proactively address why we think there was a difference. We believe almost all of the difference can be explained by two factors.

    First, in the March quarter last year we significantly increased iPad channel inventory, while this year we significantly reduced it.

    Second, we ended the December quarter last year with a substantial backlog of iPad mini that was subsequently shipped in the March quarter whereas we ended the December quarter this year near supply demand balance.

    We continue to believe that the tablet market will surpass the PC market in size within the next few years, and we believe that Apple will be a major beneficiary of this trend.

    Tim Cook went on to say "over two-thirds of people registering an iPad in the last six months were new to iPad"

    In a later discussion, Luca Maestri said:

    As Tim explained earlier, our iPad results and the comparison to the March quarter last year were heavily influenced by channel inventory changes. Specifically, this year we sold 16.4 million iPad into our channel and sold through almost 17.5 million, reducing our channel inventory by 1.1 million units.

    Last year, we sold over 19.4 million iPads into our channels and sold through 18 million, and therefore increased channel inventory by 1.4 million units. As a result, the year-over-year sell through decline was only 3% compared to the sell-in decline of 16%.

    We exit the March quarter with 5.1 million of iPad channel inventory which left us within our target range of four to six weeks. iPad continues to lead all other tablet by far in terms of user engagement, size of ecosystem, customer satisfaction and e-commerce.

    In a later Q&A:

    Steven Milunovich - UBS Securities: Tim, I understand that the iPad is not as weak as it appears on a sell-through basis, but still it's relatively flat over the last year in terms of sell-through. What are your thoughts in terms of why that is and can that accelerate with Office on the iPad going forward?

    Tim Cook - CEO: It's a good question. Let's talk about iPad a little more than we did in the comments.

    When I backup from iPad, here is what I see. It absolutely has been the fastest growing product in Apple's history, and it's been the only product that we've ever made that was instantly a hit in three of our key markets, from consumer to business including the enterprise and education.

    And so, if you really look at it in just four years after we launched the very first iPad, we've sold over 210 million, which is more than we or I think anyone thought was possible at that period of time. It's interesting to note that that's almost twice as many iPhones that we'd sold in a comparable period of time, and over seven times as many iPods as we'd sold in the period of time.

    So, I think it's important to kind of to put that in perspective. We've come a long way very, very quickly. Looking at it by market a bit, which I think is important. I think Luca mentioned a little bit of this in his comments. In the education market in the U.S., we have a 95% share. So the focus in education is on penetration, is on getting more schools to buy and my belief is the match has been lit, and it's very clear to the educators that have studied it is that student achievement is higher with iPad in the classroom than without it. So I'm confident we've got a really great start in education far beyond the U.S. now. This is happening in many, many parts of the world.

    In the enterprise market, we're seeing virtually all, 98% of the Fortune 500, they're using iPad. We're seeing – according to Good Technology who looks at activations of tablets – the latest data we have from them is that 91% of the activations of tablets in enterprise were iPads. So this is also an astonishing number and many of those enterprises are writing apps that are key proprietary apps for running that business, and this is great for that company because they're more productive as a result of that. So once again, just like in education in a way, what we have to do in enterprise is focus on penetration, it has to be deeper and broader.

    But in terms of having people begin the process, beginning writing apps, we're doing a pretty good job of that. In the retail market, if you look at the U.S. as a proxy, the NPD numbers for March just came out a few days ago and we had 46% share and embedded in that 46%, there's a lot of things in there that I personally wouldn't put in the same category as iPad, and that are weighing the share down. It's certainly a market we wouldn't play in and in a type of product you would never see an Apple brand on. So, we feel like we're doing well there.

    Office; I believe does help. It's very unclear to say how much. I believe if it would have been done earlier, it would have been even better for Microsoft frankly, there is a lots of alternatives out there from a productivity point of view, some of which we brought to the market, some of which many, many innovative companies have brought. But I do see that Office is still a very key franchise in the enterprise, in particular. I think having it on iPad is good, and I wholeheartedly welcome Microsoft to the App Store to sell Office. Our customers are clearly responding in a good way that it's available. So, I do think it helps us particularly in the enterprise area.

    The other things you look at on iPad that are just blow away its customer [satisfaction], is 98 [percent]. There is almost nothing in the world with a 98% customer sat and the intention-to-buy numbers look good with two-thirds of the people planning to buy a tablet or planning to buy an iPad. The usage numbers are off the chart, far and exceeding Android tablets, four times the web traffic of all Android tablets combined.

    So, when I backup from all of these, I feel great. That doesn't mean that every quarter, every 90 days is going to be a number that everybody is thrilled with. But what it means to me is that the trend over time – over the arc of time, that things look very, very good, that iPad has a great future. And of course the thing that drives us more than any of this are the next iPads if you will, the things that are in the pipeline, the things that we can do to make the product even better, and there is no shortage of work going in on that nor any shortage of ideas.

    So when I backup from all of this, I can't help but still be extremely excited about where we are. I think we did a reasonable job of explaining what we think the disconnect was between what we had expected, which we hit it at the high end of our expectation and the street's view of this one. I believe the vast majority of it is that first thing was just channel inventory that maybe we should have been even clearer on last quarter to take into account. But I'm very bullish on iPad.

    That's quite a long set of explanations for was essentially was a flat quarter for the iPad. I can't add more to this, but I do want to focus on the bold part of the quote above. "But what it means to me is the trend over time – over the arc of time, that things look very, very good".

    How can we see the long arc of time?

    The tool I've used for this is the measure of penetration. Historically products which become "mainstream" or widely adopted follow an S-curve during that adoption. The curve is remarkably predictable given a limited set of points. I've discussed how the adoption of smartphones is predictable in the US, EU5 (( And UK specifically and several broader global regions)) and how even particular platforms might be predictable in the context of rates of adoption.

    We are fortunate that data also exists for tablets. The Pew Research Center's Internet & American Life Project has published a short history of tablet adoption in the US. I've plotted this data and imposed an S-curve on the data which fits it rather closely.

    The results are shown below:

    Screen Shot 2014-04-30 at 10.49.58 AM

    In the graph on the left, the blue bars represent actual measurements of penetration (18+) while the black curve represents a best fit for the adoption rate.

    Note that I've added the launch dates of all the iPad models and sectioned the curve into adopter categorization on the basis of their willingness to adopt.

    I've also drawn a dotted line on the point where we are in the present.

    In the graph on the right I've also duplicated the data using the transform of penetration to log scale penetration/(1-penetration). This shows the relative fit of the data in a more visually comfortable way.

     

    The usual caveats apply:

    • This is US only
    • These are adults only
    • The iPad is not the only competing product

    Nevertheless, this is a fairly strong proxy for the market. First, because the US has been leading adoption of almost all consumer product categories in history. Second because adults are a representative sample of users and third because iPad is market share leader.

    What the penetration data shows is an extremely rapid rate of penetration. In comparison with the smartphone, the tablet is rising much faster. This is shown below:

    Screen Shot 2014-04-30 at 10.59.16 AM

     

    They are likely to saturate at around the same time but the tablet started much later.

    So how does this explain the slowing iPad sales?

    It's possible that saturation for tablets could come well below 100% and that we are on a different curve than the model above. However, the ubiquity of the product and broadness of appeal, even within non-consumer (i.e. education and enterprise) makes it difficult to reconcile. In addition, the penetration data is self-evident. It's improbable that penetration goes to 42% as it just did, and then stops suddenly. These decelerations of adoption have been observed historically but they are usually explained by cataclysms such as wars and economic contractions, neither of which are affecting the US right now. If a product solves an important "job to be done" then it gets adopted in a predictable way by a given population.

    The anecdotal evidence provided by the company and others coupled with the survey data collected for the population of US users implies that the iPad is solving numerous important jobs and is therefore continuing on a predictable trajectory and that a discontinuity has not occurred.

    Management started by saying the iPad sales volume was not surprising to them and that they have not changed their long-term expectations. The penetration data seems to support their confidence.