Category: UNCATEGORIZED

06 Aug 2020

Apple 27-inch iMac review

At its first virtual World Wide Developers Conference back in June, Apple unveiled a huge piece of news about the future of the Mac. After years of rumors, the company finally confirmed plans to wean itself off of Intel processors in favor of its own in-house ARM-based chips. Apple noted that the process would be a gradual one, taking around two years to transition the entire line.

It was a rare peek behind the curtain for the company, owing to the fact that it needed to prep developers ahead of the transition, even releasing a limited ARM-based version of the Mac mini to help kickstart the process. That kind of lead time can be tricky to navigate. While it noted that the first ARM-based Macs are set to arrive later this year, Apple’s road map still includes Intel systems — which it added it will continue to support for “years to come.”

Announced this week, the long-rumored update to the iMac falls into the latter category. The system will be one of the last Macs to sport Intel silicon. Apple’s not saying how many more are still left in the pipeline, but the desktop adopts the chip giant’s 10th-gen Comet Lake processors. The new device puts Apple in the somewhat tricky position of positioning the new models as the greatest thing since sliced bread, while acknowledging that the biggest change to the category in about 10 or so years is on the way.

We don’t know specifically when ARM-based iMacs are coming, of course. Various earlier rumors pointed at a refreshed Intel model this year, with a new version sporting Apple silicon in 2021. Things are further complicated by rumors surrounding the imminent arrival of a radically redesigned version of the all-in-one. For now, however, the iMac retains its familiar, iconic form factor.

Image Credits: Brian Heater

Of course, the truth of the matter is that not everyone is able, willing or even interested in waiting for a mystery refresh. That’s kind of the thing with consumer hardware. There’s always an update arriving down the road. At some point you need to bite the bullet, pull the trigger or whatever your chosen metaphor. And this is, indeed, a powerful and capable machine. Also, let’s not discount the current demand for PCs.

After a rough first quarter due to supply issues, demand of home laptops and desktops is on the rise as many office employees have come to recognize that remote work is going to very much be our reality for the foreseeable future. Keep in mind that Google recently moved its office reopening date to next July, and the company is very much a bellwether for the tech industry at large. If you’re going to be working from home for awhile, two things are essential: a nice office chair and a capable computer.

The first bit is a conversation for another day. The second, on the other hand, is most easily accomplished with an all-in-one, and all-in-ones don’t get much easier than the iMac. Seriously, I set up the new 27-inch yesterday, and it really is the definition of Apple’s promise to “just work,” right down to the gigantic power button on the back. I’ll also quickly add that the version Apple sent me as configured is way, way more than most office workers are going to require.

The model has a 3.6 GHz 10-Core Intel Core i9, 32GTB of RAM, the AMD Radeon Pro 5700 XT with 16GB of Memory, 1TB of storage and the nano-textured glass. I just ticked all of the corresponding boxes on Apple’s site and found the system that starts at $1,800 priced at about $4,500, not including the Magic Keyboard and Trackpad. In fact, this is precisely the spec level that blurs the line between the upgraded iMacs and the iMac Pros.

Image Credits: Brian Heater

Apple was, of course eager to point out the system’s potential for creative professions. And, indeed, the iMac has become an increasingly capable device over the past several years, and with the current configuration on the system I’m using, it’s easy to imagine this thing ending up in some music and even indie film studios. The line really saw a real expansion into the creative pro category when the iMac Pro stepped in to fill the absence left by the then-suspended Mac Pro line.

The non-Pro iMac line is well-positioned to appeal to the bedroom musicians and movie-makers, an increasingly broadening category in the age of COVID-19. Perhaps even more relevant, however, are the system’s teleconferencing capabilities. It seems unlikely that COVID-19 had a major impact on a device that had likely been in the pipeline for some time, but the new model does thankfully come with some features that will be welcome as Zoom conferences become an ever-increasing fixture in day-to-day work life.

The biggest upgrade here is the move from the 720p camera to the 1080p one found on the iMac. As someone who’s been playing around with his home audio/video setup during the pandemic while TechCrunch enters the brave new world of virtual tech conferences, it’s something that I’ve had a keen eye on. I’ve been suggesting since the outset of the pandemic that the next generation of laptops and desktops are finally going to be getting serious about microphones and webcams, after years of letting smartphones lead the pack.

Image Credits: Brian Heater

I’ve upgraded my system ahead of our big Disrupt event in September to include an external camera and microphone. I recognize that these are both probably overkill for a majority of users. The above shot was taken with the iMac webcam. It’s a clear shot and more than acceptable for teleconferencing needs. The system sports a number of on-board sensors designed to augment the experience, including face tracking for better shot framing and increased performance in low light.

I would love to see some future upgrade that adds depth detection and a bokeh effect — preferably real, though something akin to the portrait mode on the iPhone could also work. Something that’s really dawned on a lot of us over the past several months is that we don’t necessarily want the world — or even co-workers — peeking into out homes at all times. In fact, the depth-of-field is the number one reason I’ve opted to upgrade to the aforementioned external camera.

The same can be said for the microphone. It’s clear and perfectly suited to teleconference. Above is a clip of me reading the first few sentences of White Noise (it’s the first thing that popped into my head, I don’t know what to tell you). Don’t mind the slurred speech (Bell’s palsy sucks, don’t get it), but the audio is perfectly suited for a Zoom call. In a push to appeal to creatives, the company notes that the mics — similar to the hardware found on the 16-inch MacBook can be used for things like scratch vocals. I would say the do the trick for a majority of things we need day to day, but if you’re going to be say, recording a podcast or voice-over work, I would seriously consider an external mic.

The speakers, too, fill roughly the same needs. They’re perfectly good for a teleconference, audio playback and even casual movie watching and music listening. As someone who’s slightly obsessive about music listening, I would likely invest in some external speakers to pair with the desktop in the home setting, but the computer audio is well suited for an office.

The display, on the the other hand, is downright stunning. It’s a 5K (5120 x 2880) with 14.7 million pixels. It’s a bright 500 nits, and the colors pop. This is the first time the company has brought True Tone technology to the iMac, using light sensors to adjust the screen to more true to life colors. It’s a nice addition, and it all leads to a screen that positively pops. At the end of a long day, I’ve taken to swiveling the iMac around and using it to watch movies from my couch.

Image Credits: Brian Heater

The other big new addition here on the screen front is the Nano-texture glass first introduced in the Pro Display XDR. I’ll quote Apple directly on that one: “Unlike typical matte finishes that have a coating added to the surface to scatter light, this industry-leading option is produced through an innovative process that etches the glass itself at the nanometer level.” More simply (and less marketingly) put, it’s a method for reducing screen glare that etches tiny nano structures in the glass instead of just adding a coating.

I’ve long felt that the Mac displays were too glossy for my liking and would happily move to nano-texture for all of my systems. The downside of the tech is that it seems to be prohibitively expensive. In the case of the 32-inch XDR, it adds $1,000 to the cost of the device. Here it’s an additional $500. In either case, it’s probably going to be far too pricey an addition for anyone who doesn’t absolutely need a glare-free system for work-related purposes.

There’s a nice selection of ports on the back of the device. You get four USB-A (full-size USB ports) and two Thunderbolt 3/USB-C. I could have done with more of the latter, in an effort to further future-proof the system, but it’s a solid selection, none the less. There’s also a gigabit Ethernet port that can be upgraded to 10GB, for those who need to hard wire (another thing I’ve found necessary in this age of teleconferencing).

All in all, there are some really nice upgrades here. And it’s been fascinating watching the iMac upgrade into a truly capable machine. As configured with the unit Apple sent, you should probably be seriously considering the iMac Pro, which starts at $500 more (I mean, you’re already in for $4,500, after all, so what’s another few hundred dollars between friends). The upgrade will get you things like improved graphics, an improved thermal system, more power and more configuration options.

Image Credits: Brian Heater

The big open question mark here is what the future looks like for the iMac — and how long we’ll have to wait to see it. That is, of course, the perennial question for hardware upgrades, but it’s exacerbated by the knowledge of imminent ARM-based systems and rumors surrounding a redesign. The iMac has and continues to be a nice-looking machine, but it’s hard to shake the feeling that it could do with a redesign.

Likely both of these are still a ways down the road, however. And plenty of people who are in the process of setting their remote work stations will find plenty to look at with this easy-to-use all-in-one. It can be upgraded to sport some serious firepower and does good double duty as a work station and entertainment machine — the latter of which is great for a weirdo like me who doesn’t own a television.

The new iMac is available now, starting at $1,799.

06 Aug 2020

Hackers say ‘jackpotting’ flaws tricked popular ATMs into spitting out cash

In 2010, the late Barnaby Jack, a world-renowned security researcher, hacked an ATM live on stage at the Black Hat conference by tricking the cash dispenser into spitting out a stream of dollar bills. The technique was appropriately named “jackpotting.”

A decade on from Jack’s blockbuster demo, security researchers are presenting two new vulnerabilities in Nautilus ATMs, albeit virtually, thanks to the coronavirus pandemic.

Security researchers Brenda So and Trey Keown at New York-based security firm Red Balloon say their pair of vulnerabilities allowed them to trick a popular standalone retail ATM, commonly found in stores rather than at banks, into dispensing cash at their command.

A hacker would need to be on the same network as the ATM, making it more difficult to launch a successful jackpotting attack. But their findings highlight that ATMs often have vulnerabilities that lie dormant for years — in some cases since they were first built.

Barnaby Jack, the late security researcher credited with the first ATM “jackpotting” attacks. Now, 10 years later, two security researchers have found two new ATM cash-spitting attacks. Credit: YouTube

So and Keown said their new vulnerabilities target the Nautilus ATM’s underlying software, a decade-old version of Windows that is no longer supported by Microsoft. To begin with, the pair bought an ATM to examine. But with little documentation, the duo had to reverse-engineer the software inside to understand how it worked.

The first vulnerability was found in a software layer known as XFS — or Extensions for Financial Services — which the ATM uses to talk to its various hardware components, such as the card reader and the cash dispensing unit. The bug wasn’t in XFS itself, rather in how the ATM manufacturer implemented the software layer into its ATMs. The researchers found that sending a specially crafted malicious request over the network could effectively trigger the ATM’s cash dispenser and dump the cash inside, Keown told TechCrunch.

The second vulnerability was found in the ATM’s remote management software, an in-built tool that lets owners manage their fleet of ATMs by updating the software and checking how much cash is left. Triggering the bug would grant a hacker access to a vulnerable ATM’s settings.

So told TechCrunch it was possible to switch the ATM’s payment processor with a malicious, hacker-controlled server to siphon off banking data. “By pointing an ATM to a malicious server, we can extract credit card numbers,” she said.

Bloomberg first reported the vulnerabilities last year when the researchers privately reported their findings to Nautilus. About 80,000 Nautilus ATMs in the U.S. were vulnerable prior to the fix, Bloomberg reported. We contacted Nautilus with questions but did not hear back.

Successful jackpotting attacks are rare but not unheard of. In recent years, hackers have used a number of techniques. In 2017, an active jackpotting group was discovered operating across Europe, netting millions of euros in cash.

More recently, hackers have stolen proprietary software from ATM manufacturers to build their own jackpotting tools.


Send tips securely over Signal and WhatsApp to +1 646-755-8849 or send an encrypted email to: zack.whittaker@protonmail.com

06 Aug 2020

Robinhood’s Q2 soars

Robinhood’s huge, two-part Series F round came partially in Q2 and partially in Q3. The app-based trading platform announced the first $280 million  in early May, valuing the company at around $8.3 billion, up from a prior price tag of around $7.6 billion.

Then in July, Robinhood tacked on $320 million more at the same price, raising its valuation to around $8.6 billion.

While it has long been known that savings and investing apps and services are seeing a boom in 2020, precisely what caused investors to pour $600 million more into this already-wealthy company was less immediately evident. Recent data released by Robinhood concerning one of its revenue sources may help explain the rapid-fire capital events.


The Exchange explores startups, markets and money. You can read it every morning on Extra Crunch, or get The Exchange newsletter every Saturday.


Filings from Robinhood covering the April through June period, Q2 2020, indicate that the company’s revenue from payment for order flow, a method by which a broker is paid to route customer orders through a particular group, or party rose during the period. As TechCrunch has covered, Robinhood generates a sizable portion of its revenue from such activities.

The company is hardly alone in doing so. As a new report from The Block, shared with The Exchange ahead of publication notes, Robinhood’s Q2 payment for order flow haul was impressive, but not singularly so; trading houses like E*Trade and Charles Schwab also grew their incomes from order flow routing in the period.

But Robinhood’s gains come in the wake of the firm’s promise to shake up its options trading setup after a customer took their own life. As we’ve written, there is a tension between Robinhood’s desire to limit who can access options trading, its need to grow and the incomes options-related order flow can drive for the budding fintech giant.

This morning, however, we are focusing on revenue growth over other issues (more to come on those later). Let’s dig into Robinhood’s Q2 order flow revenue numbers and see what we can learn about its run rate and current valuation.

A big Q2

According to The Block’s own calculations, Robinhood saw saw its total payment for order flow revenue roughly double, rising from $90.9 million in Q1 2020 to $183.3 million in Q2 2020, a 102% increase.

06 Aug 2020

Eight trends accelerating the age of commercial-ready quantum computing

Every major technology breakthrough of our era has gone through a similar cycle in pursuit of turning fiction to reality.

It starts in the stages of scientific discovery, a pursuit of principle against a theory, a recursive process of hypothesis-experiment. Success of the proof of principle stage graduates to becoming a tractable engineering problem, where the path to getting to a systemized, reproducible, predictable system is generally known and de-risked. Lastly, once successfully engineered to the performance requirements, focus shifts to repeatable manufacturing and scale, simplifying designs for production.

Since theorized by Richard Feynman and Yuri Manin, quantum computing has been thought to be in a perpetual state of scientific discovery. Occasionally reaching proof of principle on a particular architecture or approach, but never able to overcome the engineering challenges to move forward.

That’s until now. In the last 12 months, we have seen several meaningful breakthroughs from academia, venture-backed companies, and industry that looks to have broken through the remaining challenges along the scientific discovery curve. Moving quantum computing from science fiction that has always been “five to seven years away,” to a tractable engineering problem, ready to solve meaningful problems in the real world.

Companies such as Atom Computing* leveraging neutral atoms for wireless qubit control, Honeywell’s trapped ions approach, and Google’s superconducting metals, have demonstrated first-ever results, setting the stage for the first commercial generation of working quantum computers.

While early and noisy, these systems, even at just 40-80 error-corrected qubit range, may be able to deliver capabilities that surpass those of classical computers. Accelerating our ability to perform better in areas such as thermodynamic predictions, chemical reactions, resource optimizations and financial predictions.

As a number of key technology and ecosystem breakthroughs begin to converge, the next 12-18 months will be nothing short of a watershed moment for quantum computing.

Here are eight emerging trends and predictions that will accelerate quantum computing readiness for the commercial market in 2021 and beyond:

1. Dark horses of QC emerge: 2020 will be the year of dark horses in the QC race. These new entrants will demonstrate dominant architectures with 100-200 individually controlled and maintained qubits, at 99.9% fidelities, with millisecond to seconds coherence times that represent 2x -3x improved qubit power, fidelity and coherence times. These dark horses, many venture-backed, will finally prove that resources and capital are not sole catalysts for a technological breakthrough in quantum computing.

06 Aug 2020

UK reported to be ditching coronavirus contacts tracing in favor of ‘risk rating’ app

What’s going on with the UK’s coronavirus contacts tracing app? Reports in the national press today suggest a launch of the much delayed software will happen this month but also that the app will no longer be able to automatically carry out contacts tracing.

The Times reports that a repackaged version of the app will only provide users with information about infection levels in their local area. The newspaper also suggests the app will let users provide personal data in order to calculate a personal risk score.

The Mail also reports that the scaled back software will not be able to carry out automated contacts tracing.

We’ve reached out to the Department for Health and Social Care (DHSC) with questions and will update this report with any response. DHSC is the government department leading development of the software, after the NHS’s digital division handed the app off.

As the coronavirus pandemic spread around the world this year, digital contacts tracing has been looked to as a modern tool to COVID-19 by leveraging the near ubiquity of smartphones to try to understand individual infection risk based on device proximity.

In the UK, an earlier attempt to launch an NHS COVID-19 app to support efforts to contain the virus by automating exposure notifications using Bluetooth signals faltered after the government opted for a model that centralized exposure data. This triggered privacy concerns and meant it could not plug into an API offered by Apple and Google — whose tech supports decentralized coronavirus contacts tracing apps.

At the same time, multiple countries and regions in Europe have launched decentralized contacts tracing apps this year. These apps use Bluetooth signals as a proxy for calculating exposure risk — crunching data on device for privacy reasons — including, most recently, Northern Ireland, which is part of the UK.

However in the UK’s case, after initially heavily publicizing the forthcoming app — and urging the public to download it in its daily coronavirus briefings (despite the app not being available nationwide) —  the government appears to have stepped almost entirely away from digital contacts tracing, claiming the Apple -Google API does not provide enough data to accurately calculate exposure risk via Bluetooth.

Decentralized Bluetooth coronavirus contacts tracing apps that are up and running elsewhere Europe have reported total downloads and sometimes other bits of data. But there’s been no comprehensive assessment of how well they’re functioning as a COVID-fighting tool.

There have been some reports of bugs impacting operation in some cases, too. So it’s tricky to measure efficacy. Although the bald fact remains that having an app means there’s at least a chance it could identify contacts otherwise unknown to users, vs having no app and so no chance of that.

The Republic of Ireland is one of the European countries with a decentralized coronavirus contacts tracing app (which means it can interoperate with Northern Ireland’s app) — and it has defended how well the software is functioning, telling the BBC last month that 91 people had received a “close contact exposure alert” since launch. Although it’s not clear how many of them wouldn’t have been picked up via manual contacts tracing methods.

A government policy paper published at the end of last month which discussed the forthcoming DHSC app said it would allow citizens to: identify symptoms; order a test; and “feel supported” if they needed to self isolate. It would also let people scan a QR codes at venues they’ve visited “to aid contact tracing and help understand the spread of the virus”.

The government paper also claimed the app would let users “quickly identify when they have been exposed to people who have COVID-19 or locations that may have been the source of multiple infections” — but without providing details of how that would be achieved.

“Any services that require more information from a citizen will be provided only on the basis of explicit consent,” it added.

Ahead of the launch of this repackaged app it’s notable that DHSC disbanded an ethics committee which had been put in place to advise the NHS on the app. Once development was handed over to the government, the committee was thanked for its time and sent on its way.

Speaking to BBC Radio 4’s World at One program today, professor Lilian Edwards — who was a member of the ethics committee — expressed concern at the reports of the government’s latest plans for the app.

“Although the data collection is being presented as voluntary it’s completely non-privacy preserving,” she told the program, discussing The Times’ report which suggests users will be nudged to provide personal data with the carrot of a ‘personal risk score’. “It’s going to involve the collection of a lot of personal, sensitive data — perhaps your health status, your retirement status, your occupation etc.

“This seems, again, an odd approach given that we know one of the reasons why the previous app didn’t really take off was because there was rather a loss of public trust and confidence in it, because of the worries partly about privacy and about data collection — it not being this privacy-preserving decentralized approach.”

“To mix the two up seems a strange way to go forward to me in terms of restoring and embedding that trust and confidence that your data won’t be shared with people you don’t want it to be,” Edwards added. “Like maybe insurers. Or repurposed in ways that you don’t know about. So it seems rather contrary to the mission of restoring trust and confidence in the whole test and trace endeavour.”

Concerns have also been raised about another element of the government’s digital response to the coronavirus — after it rushed to ink contracts with a number of tech giants, including Palantir and Google, granting them access to NHS data.

It was far less keen to publish details of these contracts — requiring a legal challenge by Open Democracy, which is warning over the impact of “Silicon Valley thinking” applied to public health services.

In another concerning development, privacy experts warned recently that the UK’s test and trace program as a whole breaches national data protection laws, after it emerged last month that the government failed to carry out a legally required privacy impact assessment ahead of launch.

06 Aug 2020

48 hours left on early-bird savings to Buy Disrupt 2020

You won’t find a better deal than this on Disrupt 2020 passes, but you won’t find it at all if you don’t take action within 48 short hours. The opportunity to save up to $300 dollars on your pass disappears when the early-bird deadline expires.

Wake up, smell the savings and buy your Disrupt pass before August 7 at 11:59 p.m. (PT).

This all-virtual Disrupt spans five days — September 14-18 — and it includes an unprecedented number of attendees and early-stage startups from around the world. Translation? More time and opportunity to learn, connect and collaborate with influential people who can help you move your business forward.

Let’s face facts. In our current global situation, building a successful startup requires every tool in the shed. Disrupt is a prime source for gathering new, effective tools. Still on the fence? Listen to what three of your peers have to say about their Disrupt experiences.

“Disrupt was a great place to look for potential partners beyond our blockchain world. We got to meet and collaborate with founders in complimentary technologies like IoT and AI. Building those relationships will help all of us provide customers with better solutions. It’s a win-win.” — Joel Neidig, founder of SIMBA Chain.

“I wanted to get the most out of my time at Disrupt. I learned a lot by splitting my time between the Startup Battlefield, the Main Stage speakers and the how-to presentations for founders on the Extra Crunch Stage.” — JC Bodson, founder and CEO of Arbitrage Technologies.

“I’ve attended many tech events and demo days. I like Disrupt’s approach. It combines demos with educational components — like speakers, panels and Q&As — that help you learn new trends and tactics. It’s more like a tech summit.” — Daniel Lloreda, general partner at H20 Capital Innovation.

Check out this preview of just some of the Disrupt speakers and sessions, take advantage of the new Pitch Deck Teardown and don’t forget about CrunchMatch. Our AI-driven networking platform opens weeks ahead of Disrupt so you have even more time to find and connect with the people who align with your business goals.

So many reasons to attend Disrupt 2020 and so little time left to score early-bird savings. Hop off the fence, buy your pass before August 7 at 11:59 p.m. (PT), save up to $300 and get ready to add a bunch of new tools to your startup arsenal.

Is your company interested in sponsoring or exhibiting at Disrupt 2020? Contact our sponsorship sales team by filling out this form.

06 Aug 2020

6 VCs on the future of Michigan’s startup ecosystem

The Michigan startup scene is growing and venture capitalists see several key areas of opportunities. What follows is a survey of some of the top VCs in the state and how they see COVID-19 affecting the growth of Detroit, Ann Arbor and all of Michigan’s startup ecosystem. According to the Michigan Venture Capital Association (MVCA), there are 144 venture-backed startup companies in Michigan, which is an increase of 12% over the last five years.

The amount of capital available in the state hit a four-year high in 2019 after shrinking from record levels in 2015. The MVCA says the total amount of VC funds under management in Michigan is $4.3 billion. Out of that, 71% of the capital has been invested into companies and the MVCA states its members estimate an additional $1.2 billion of venture capital is needed to “adequately fund the growth of Michigan’s 144 startup companies in the next two years.”

As the VCs say below, life sciences is a large part of the Michigan ecosystem, attracting 38% of all investments made in the state. Information technology comes in second, receiving 34% of the total capital invested, with 85% going to those focused on software. Mobility, often thought as Michigan’s mainstay, only received 7% of the capital in 2019. Here’s who we spoke to:

  • Chris Stallman, partner, Fontinalis Partners
  • Patricia Glaza, EVP and managing director, ID Ventures
  • Chris Rizik, CEO and fund manager, Renaissance Venture Capital
  • Tim Streit, partner, Grand Ventures
  • Turner Novak, general partner, Gelt VC

VCs remain bullish on Michigan’s life science startups

Michigan has long been a hub for life science startups and the venture capitalists polled expect that to continue. Chris Stallman of Fontinalis Partners points to Michigan’s long-standing reputation in this field and expects this to continue.

Tim Streit of Grand Ventures agrees and sees the pandemic as accelerating the sector’s growth. In recent weeks he says his firm has seen a “number of promising digital therapeutics deals based in or near Michigan … and the timing couldn’t be more perfect for these kinds of companies to succeed.”

Chris Rizik of Renaissance Venture Capital notes that drug development will continue to drive growth around the country and is a strength of the Michigan ecosystem. He also points to Jeff Williams, CEO of NeuMoDx, as a leader in the life science community and who has led a number of Michigan’s most successful startups.

The notable exception to this are startups directly serving hospitals, according to Patricia Glaza of ID Ventures. She sees this as a challenging market in the era of COVID-19, saying “Hospitals are bleeding cash without elective surgeries and hard to prioritize nonessential technologies.”

Ann Arbor is becoming a hub for security companies

Duo Security’s impressive exit to Cisco in 2018 is still resonating in the scene. As such, many venture capitalists are seeing Ann Arbor becoming a home for security startups.

Stallman of Fontinalis states, “I think the cybersecurity realm will be a bright spot as some of those spillover effects from the 2018 acquisition of Duo Security by Cisco take hold (this is still in its early days — employees will reach the end of their employment agreements and will start new companies, etc.).” Rizik of Renaissance Venture Capital said something similar: “The success of Duo Security highlighted Michigan’s growing reputation as a cybersecurity hub. The University of Michigan has always been strong in this area, and we now see a number of interesting startups in this field popping up around Ann Arbor.”

When asked about leaders in the Michigan startup scene, nearly all of the VCs listed Duo Security founders Dug Song and Jon Oberheide as key players. Perhaps Rizik said it best: “Dug Song is a great leader, who not only created a monster success for the region with Duo Security, but also has devoted much of his time to strategically working to help Michigan move forward as a responsible, startup-friendly community.”

Michigan is well-suited to benefit from remote work

Of course Michigan-based venture capitalists would be bullish on their own state, but nearly all of the VCs share the same reasons on why Michigan is a good place. They list low cost of living, amazing STEM-focused schools and a community of founders, VCs and business leaders eager to help each other.

Few VCs mention mobility as a bright spot for Michigan startups

Surprisingly, few of the VCs in the survey mention mobility or automotive as a highlight of the Michigan startup scene, which runs counter to the national narrative. Stallman sums up the situation this way: “The mobility space will see both headwinds and tailwinds. Companies vying for automotive customers may find that the industry’s challenges have resulted in a shorter ‘priority list’ for many automakers and suppliers; on the other side, companies helping to remove enterprise risk through innovation in supply chain, automation, workforce efficiency, etc. will have arguably more opportunity going forward.”

Chris Stallman, partner, Fontinalis Partners

How much is local investing a focus for you now? If you are investing remotely in general now, are you filtering for local founders?

We have always been a thematically focused investor rather than a geographically focused investor; prior to COVID-19, we had invested 99% of our capital outside of Michigan. With that said, we’d love to invest more in Michigan and support more local founders.

What do you expect to happen to the startup climate in Detroit/Ann Arbor/Michigan longer term, with the shift to more remote work, possibly from more remote areas. Will it stay a tech hub?

Southeast Michigan has always been a story of two different startup worlds: health/life sciences and hardware/software tech. On the life sciences side, this region has a long-standing reputation of innovation and university research, and I expect that to remain largely the same going forward. It would seem to me that life sciences companies may not have as easy of a time adapting to new remote-work environments since much of the innovation work remains lab/clinic/facility-based.

For the world of other technology, I think there will certainly be more embracing of remote work and distributed teams — this area has always had some degree of that since it’s not uncommon to see companies with another office elsewhere or a few remote employees that come from very specific backgrounds that are hard to recruit for locally. Since this area has always had some of that, I could see a case that this new paradigm will be an easier adjustment for this region. However, the flip side of that is that so much of tech innovation and developing an ecosystem is about density and serendipitous collisions — for an area that was still on the come-up, losing what ground had been gained in recent years will no doubt make the spillover benefits of this aspect harder to come by. I worry a bit that angel and seed activity will slow locally (and hopefully that the growth in seed funds nationally will offset that).

Are there particular industry sectors that you expect to do uniquely well or poorly, locally?

I think a larger theme that is arising out of this COVID-19 situation is that people have a heightened sense of health, safety and security. Life sciences will remain resilient so long as there’s funding for continued research, and I think the cybersecurity realm will be a bright spot as some of those spillover effects from the 2018 acquisition of Duo Security by Cisco take hold (this is still in its early days — employees will reach the end of their employment agreements and will start new companies, etc.).

The mobility space will see both headwinds and tailwinds. Companies vying for automotive customers may find that the industry’s challenges have resulted in a shorter “priority list” for many automakers and suppliers; on the other side, companies helping to remove enterprise risk through innovation in supply chain, automation, workforce efficiency, etc. will have arguably more opportunity going forward.

In the short term, what challenges are facing Michigan’s startup scene?

Detroit has not yet hit a full critical mass from a startup ecosystem standpoint, and that is most evident in the more limited amount of angel and seed capital available to companies here; and, to a lesser extent, a more shallow pool of mentors and advisors for founders than what you would find in SF, LA, NYC, Boston, etc.

Who are some founders (who you’ve invested in or otherwise) that are leaders in the community?

Here are some of the prominent ones (note that we have invested in any): Dug Song and Jon Oberheide (Duo Security), Mina Sooch (has founded and led several prominent biotech companies), Amanda Lewan (Bamboo Detroit), Kyle Hoff (Floyd), Josh Luber and Greg Schwartz (StockX).

A lot of Bay Area founders and developers are looking to relocate. Why Michigan?

Quality research institutions, access to talent locally and ability to pull from Toronto/Ohio/etc., significant industry (automotive, logistics, manufacturing and financial services) in its footprint, supportive state programs for startups, cost of living, international airport with easy access (when the world moves again, that is), etc.

Patricia Glaza, EVP and managing director, ID Ventures

06 Aug 2020

Mode raises $33M to supercharge its analytics platform for data scientists

Data science is the name of the game these days for companies that want to improve their decision making by tapping the information they are already amassing in their apps and other systems. And today, a startup called Mode Analytics, which has built a platform incorporating machine learning, business intelligence and big data analytics to help data scientists fulfil that task, is announcing $33 million in funding to continue making its platform ever more sophisticated.

Most recently, for example, the company has started to introduce tools (including SQL and Python tutorials) for less technical users, specifically those in product teams, so that they can structure queries that data scientists can subsequently execute faster and with more complete responses — important for the many follow up questions that arise when a business intelligence process has been run. Mode claims that its tools can help produce answers to data queries in minutes.

This Series D is being led by SaaS specialist investor H.I.G. Growth Partners, with previous investors Valor Equity Partners, Foundation Capital, REV Venture Partners, and Switch Ventures all participating. Valor led Mode’s Series C in February 2019, while Foundation and REV respectively led its A and B rounds.

Mode is not disclosing its valuation, but co-founder and CEO Derek Steer confirmed in an interview that it was “absolutely” an up-round.

For some context, PitchBook notes that last year its valuation was $106 million. The company now has a customer list that it says covers 52% of the Forbes 500, including Anheuser Busch, Zillow, Lyft, Bloomberg, Capital One, VMWare, and Conde Nast. It says that to date it has processed 830 million query runs and 170 million notebook cell runs for 300,000 users. (Pricing is based on a freemium model, with a free “Studio” tier and Business and Enterprise tiers priced based on size and use.)

Mode has been around since 2013, when it was co-founded by Steer, Benn Stancil (Mode’s current president) and Josh Ferguson (initially the CTO and now chief architect).

Steer said the impetus for the startup came out of gaps in the market that the three had found through years of experience at other companies.

Specifically, when all three were working together at Yammer (they were early employees and stayed on after the Microsoft acquisition), they were part of a larger team building custom data analytics tools for Yammer. At the time, Steer said Yammer was paying $1 million per year to subscribe to Vertica (acquired by HP in 2011) to run it.

They saw an opportunity to build a platform that could provide similar kinds of tools — encompassing things like SQL Editors, Notebooks, and reporting tools and dashboards — to a wider set of users.

“We and other companies like Facebook and Google were building analytics internally,” Steer recalled, “and we knew that the world wanted to work more like these tech companies. That’s why we started Mode.”

All the same, he added, “people were not clearly exactly about what a data scientist even was.”

Indeed, Mode’s growth so far has mirrored that of the rise of data science overall, as the discipline of data science, and the business case for employing data scientists to help figure out what is “going on” beyond the day to day, getting answers by tapping all the data that’s being amassed in the process of just doing business. That means Mode’s addressable market has also been growing.

But even if the trove of potential buyers of Mode’s products has been growing, so has the opportunity overall. There has been a big swing in data science and big data analytics in the last several years, with a number of tech companies building tools to help those who are less technical “become data scientists” by introducing more intuitive interfaces like drag-and-drop features and natural language queries.

They include the likes of Sisense (which has been growing its analytics power with acquisitions like Periscope Data), Eigen (focusing on specific verticals like financial and legal queries), Looker (acquired by Google) and Tableau (acquired by Salesforce).

Mode’s approach up to now has been closer to that of another competitor, Alteryx, focusing on building tools that are still aimed primary at helping data scientists themselves. You have any number of database tools on the market today, Steer noted, “Snowflake, Redshift, BigQuery, Databricks, take your pick.” The key now is in providing tools to those using those databases to do their work faster and better.

That pitch and the success of how it executes on it is what has given the company success both with customers and investors.

“Mode goes beyond traditional Business Intelligence by making data faster, more flexible and more customized,” said Scott Hilleboe, MD, H.I.G. Growth Partners, in a statement. “The Mode data platform speeds up answers to complex business problems and makes the process more collaborative, so that everyone can build on the work of data analysts. We believe the company’s innovations in data analytics uniquely position it to take the lead in the Decision Science marketplace.”

Steer said that fundraising was planned long before the coronavirus outbreak to start in February, which meant that it was timed as badly as it could have been. Mode still raised what it wanted to in a couple of months — “a good raise by any standard,” he noted — even if it’s likely that the valuation suffered a bit in the process. “Pitching while the stock market is tanking was terrifying and not something I would repeat,” he added.

Given how many acquisitions there have been in this space, Steer confirmed that Mode too has been approached a number of times, but it’s staying put for now. (And no, he wouldn’t tell me who has been knocking, except to say that it’s large companies for whom analytics is an “adjacency” to bigger businesses, which is to say, the very large tech companies have approached Mode.)

“The reason we haven’t considered any acquisition offers is because there is just so much room,” Steer said. “I feel like this market is just getting started, and I would only consider an exit if I felt like we were handicapped by being on our own. But I think we have a lot more growing to do.”

06 Aug 2020

Sony’s excellent over-ear headphones get smarter

Sony knows how to make a great pair of headphones. The WH-1000XM3 are one of the best received pairs of over-ear models in recent years. Two years later, the company is ready to unveil their successors, which sport a number of smart connected features.

In fact, the WH-1000XM4 bring all sorts of nice upgrades to the line. Unsurprisingly, a number of them are smart features that more fall into the category of nice to have, rather than essential, but there are a few core updates, as well.

For starters, there’s improved noise canceling, courtesy of the two mics on each ear. Sony says the on-board system-on-a-chip is capable of processing noise 700 times a second, along with a built-in algorithm that’s capable of adjusting the adaptive noise canceling in something akin to real time.

Perhaps the most interesting tidbit here, however, is a feature the company says is capable of “rebuilding” audio lost to compression — a pretty constant presence in the time of streaming everything. The technology was a joint venture with Sony Music Studios Tokyo. I’m definitely excited to hear how it actually sounds in practice — companies tend to make some big promises with these sort of lossless restoring technologies, to limited effect.

Image Credits: Sony

There’s 360 audio on-board, as well, of course. That’s been a big pet project for Sony — and one the company is going to really start pushing with the arrival of the PlayStation 5 later this year. The headphones support both Google Assistant and Alexa and utilize Google’s Fast Pair feature to get the connection up and running immediately. There’s also a feature that will let you ring the headphones when you misplace them.

Other notable additions include a Speak-to-Chat feature that turns down the music when you talk, adaptive sound for location you can pre-program and automate music pausing when you take them off your ears. That last bit will save on battery life. Sony promises up to 30 hours on a charge, though, so you should be good to go for a while. And when you’re in a pinch, 10 minutes of charging gets you five hours of playback.

The headphones up are for pre-order now and will hit retail mid-month, priced at $350.

06 Aug 2020

Google discontinues the Pixel 4, nine months after release

Days after announcing the Pixel 4a, Google has quietly discontinued sales of the Pixel 4 and Pixel 4 XL. The move, noted early by the Verge, represents an extremely truncated lifecycle for a Google flagship — around half of the 18 months the company continued to sell its two predecessors.

Google already announced the imminent arrival of the Pixel 5, when it noted the forthcoming handset would be one of two Pixels devices to sport 5G, along with the Pixel 4a 5G.

The company confirmed the move in a statement, noting, “Google Store has sold through its inventory and completed sales of Pixel 4 [and] 4 XL. For people who are still interested in buying Pixel 4 [and] 4 XL, the product is available from some partners while supplies last. Just like all Pixel devices, Pixel 4 will continue to get software and security updates for at least three years from when the device first became available on the Google Store in the US.”

The Pixel 4 was a largely well-received device, owing mostly to impressive camera work. But the handset was hampered by bad battery life — something Google has since addressed in the 4a. The new budget handset also sports an excellent camera for its price point, making the Pixel 4’s  existence somewhat redundant. Though the end of the Pixel 4 XL does leave Google with a larger option.

The company has clearly been dealing with a kind of identity crisis with its smartphones. A recent management shakeup appears to point to a desire for a new direction for the line, which has long suffered from uneven sales. Among other things, Google entered an already saturated market and has had some trouble distinguishing its offerings from other Android handsets.

It remains to be seen whether the Pixel 5 will be the first device to benefit from the division’s new direction.