Edo raises $12M from Breyer Capital to measure TV ad effectiveness

Edo, an ad analytics startup founded by Daniel Nadler and actor Edward Norton, announced today that it has raised $12 million in Series A funding.

Nadler and Norton have both had startup success before — Nadler co-founded and led Kensho, which S&P Global acquired for $550 million. Norton invested in Kensho and co-founded CrowdRise, which was acquired by GoFundMe.

Even so, ad analytics might seem like an arcane industry for an actor/filmmaker to want to tackle. However, Norton said he was actually the one to convince Nadler that it was worth starting the company, and he argued that this is an important topic to both of them as creators. (Nadler’s a poet.)

“Movie studios and publishers, they take risks on talent, on creative people like us,” Norton said. “We want them to do well … The better they do with the dollars they spend, the less risk adverse they become.”

Nadler and Norton recruited Kevin Krim, the former head of digital at CNBC, to serve as Edo’s CEO.

Edo screenshot

Krim explained that while linear TV advertising still accounts for the majority of ad budgets, the effectiveness of those ads is still measured using old-fashioned “survey-based methodologies.” There are other measurement companies looking online, Norton said they’re focused on social media sentiment and other “weak proxies” for consumer behavior.

In contrast, Edo pulls data from sources like search engines and content sites where people are doing research before making a purchase. By applying data science, Krim said, “We basically can measure the change in consumer engagement, the behaviors that are indicative of intent. We can measure the change in consumer behavior for every ad.”

In fact, Edo says that since its founding in 2015, it has created a database of 47 million ad airings, so advertisers can see not just their own ad performance, but also that of their competitors. This allows advertisers to adjust their campaigns based on consumer engagement — Krim said that in some cases, advertisers will receive the overnight data and then adjust their ad rotation for that very night.

As for the Series A, it was led by Breyer Capital. (Jim Breyer has backed everything from Facebook to Etsy to Marvel.) Vista Equity co-founders Robert Smith and Brian Sheth participated in the round, as did WGI Group.

“For more than a decade I’ve watched the data science talent arbitrage transform industries from finance to defense, from transportation to commerce,” Breyer said in the funding announcement. “We needed someone to bring these capabilities to bear on the systemic inefficiencies and methodological shortcomings of measurement and analytics in media and advertising.”

On the customer side, Edo is already working with ESPN, Turner, NBCUniversal, Warner Bros. I wondered whether some of the TV networks might have been worried about what Edo would reveal about their ads, but Norton said the opposite was true.

“I don’t sense that they in any way have trepidation that we’re going to pull their pants down — quite the opposite,” he said. “They are absolutely thrilled with our ability to help burnish and validate their assertions about the strength of what they’re offering.”



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Reef-rejuvenating LarvalBot spreads coral babies by the millions

The continuing die-off of the world’s coral reefs is a depressing reminder of the reality of climate change, but it’s also something we can actively push back on. Conservationists have a new tool to do so with LarvalBot, an underwater robot platform that may greatly accelerate efforts to re-seed old corals with healthy new polyps.

The robot has a history going back to 2015, when a prototype known as COTSbot was introduced, capable of autonomously finding and destroying the destructive crown of thorns starfish (hence the name). It has since been upgraded and revised by the team at the Queensland University of Technology, and in its hunter-killer form is known as the RangerBot.

But the same systems that let it safely navigate and monitor corals for invasive fauna also make it capable of helping these vanishing ecosystems more directly.

Great Barrier Reef coral spawn yearly in a mass event that sees the waters off north Queensland filled with eggs and sperm. Researchers at Southern Cross University have been studying how to reap this harvest and sow a new generation of corals. They collect the eggs and sperm and sequester them in floating enclosures, where they are given a week or so to develop into viable coral babies (not my term, but I like it). These coral babies are then transplanted carefully to endangered reefs.

LarvalBot comes into play in that last step.

“We aim to have two or three robots ready for the November spawn. One will carry about 200,000 larvae and the other about 1.2 million,” explained QUT’s Matthew Dunbabin in a news release. “During operation, the robots will follow preselected paths at constant altitude across the reef and a person monitoring will trigger the release of the larvae to maximise the efficiency of the dispersal.”

It’s something a diver would normally have to do, so the robot acts as a force multiplier — one that doesn’t require food or oxygen, as well. A few of these could do the work of dozens of rangers or volunteers.

“The surviving corals will start to grow and bud and form new colonies which will grow large enough after about three years to become sexually reproductive and complete the life cycle,” said Southern Cross’s Peter Harrison, who has been developing the larval restoration technique.

It’s not a quick fix by any means, but this artificial spreading of corals could vastly improve the chances of a given reef or area surviving the next few years and eventually becoming self-sufficient again.



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Apple will stop sharing numbers on how many devices it’s selling

Apple shared its latest quarterly earnings report today, but during its call with investors the company’s CFO Luca Maestri also delivered an unexpected announcement: it won’t be sharing unit sales of its iPhone, iPad or Mac anymore.

This gives analysts one less item to determine the health of the company, but according to Apple’s leadership, devices sold aren’t a very good indication of the company’s financial health anymore because the company is selling devices at so many price points.

“Our product ranges for all the major product categories have become wider over time and therefore a unit of sale is less relevant for us at this point compared to the past because we’ve got these much wider sales prices dispersion,” Maestri said in the call. “So unit of sale per se becomes less relevant”

The move perhaps reflects just how wide of a gamut Apple’s pricing for devices has become with the high-end stretching much further in the past year.

The iPhone XS Max starts at $1,099, the Apple Watch Series 4 starts at $399, the new iPad Pro starts at $799 and the new MacBook Air starts at $1,199. The company is keeping prices pretty consistent on the low-end for iPhone and iPad as it continues to sell older units, that isn’t as true of Mac which has seen a fairly uniform price bump in the most recent generations of devices (with a $4,999 iMac Pro rounding out the high-end).

Unit sales tell a small part of the story. While Apple shipping 46.89 million iPhones this quarter represented flat unit growth, the company’s iPhone revenues jumped 29 percent. That’s because the average sale price of the iPhone went from $793 versus $618 a year ago.

Maestri noted in the call that some of the company’s biggest competitors in smartphone and tablet sales (Google, Samsung) do not break out unit sales in their quarterly earnings reports either. Nevertheless, more data on a company’s performance is better for analysts, so the lack of transparency from Apple here leaves some room for speculation on why they’re making this change now.



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Elon Musk says soon Teslas will come when you call them

Tesla CEO Elon Musk promised in a series of tweets that an advanced version of its auto-parking technology Summon that will let owners remotely control their car through their phones will be ready in six weeks. Or even follow you like a pet.

The Summon parking feature is available in Tesla vehicles with the advanced driver assistance system known as Autopilot or the upgraded version called “enhanced Autopilot.”

In a separate set of tweets that appear to be unrelated from the upgrade coming next month, Musk said by next year Summon should be able to drive a Tesla around a parking lot, find an empty spot and read signs to confirms it’s valid and park.

Summon is an auto-parking technology that lets Tesla owners park or retrieve their vehicles by using the Tesla mobile app or keyfob. The company introduced Summon way back in January 2016 in its 7.1 software update for its hardware 1-equipped vehicles. At the time, the capability was rather limited, essentially allowing owners to owner prompt a parked Tesla to roll out of a garage or parking space. An owner standing outside of the vehicle could also  hit a button and have roll into the parking spot.

It certainly wasn’t capable of autonomously driving through a parking garage until it found an empty space.

In October 2016, Tesla began producing hardware 2 vehicles equipped with a more robust suite of sensors, radar, and cameras that Musk said would deliver new levels of capability and eventually drive autonomously. Summon was just one feature that would become more capable as a result.

That goal has taken much longer than expected as the company has worked for years to develop its own vision system that relies on image processing via an onboard neural net for object identification and avoidance.



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GoPro shares are tanking after disastrous Q3

GoPro stock is currently down 15% in after-hours trading and is falling after reporting its third quarter earnings. The company saw revenues dive 13%.3 percent.

Overall GoPro reported a net loss of $27.1 million, or 19 cents per share, in the quarter that ended on Sept. 30. Is compared with a profit of $14.7 million, or 10 cents per share, from the previous year. Likewise, GoPro saw revenue fell to $285.9 million from $329.8 million.

Developing…



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Agrifood — the $8 trillion industry that’s worth your salt

Cannabis-infused drinks. Burgers grown in laboratories. Entire meals in bottles. Consumers, retailers and farmers alike are hungry for the next generation of food, and investors are beginning to acquire the taste, too. Early-stage investment in agrifood tech startups reached $10.1 billion in 2017, a 29 percent increase on the previous year.

Agrifood can be split into two parts. “Agritech” refers to technologies that target farmers. “Foodtech,” by contrast, targets manufacturers, retailers, restaurants and consumers. Jointly, the two have enough reach to impact every part of the production line, from farm to fork.

Recently, foodtech investments have led the charge, with Delivery Hero’s IPO and multi-million rounds in ele.me and Instacart. However, agritech deals are catching up: Indigo Agriculture and Ginkgo Bioworks raised $203 million and $275 million, respectively.

There’s also more acquisitions activity in the sector. Some recently baked news suggests that both Uber and Amazon could be in talks with Deliveroo for a potential acquisition. Meanwhile, John Deere put $305 million on the table for the robotics company Blue River Technology, and DuPont acquired farm management software Granular for $300 million.

So why the growing interest in agrifood?

Food is a huge market, and it’s changing fast

Back in 1958, there were 3 billion of us on the planet. Today, population size has reached 7.6 billion, and is due to hit a whooping 11.2 billion in 2100. That is a lot of mouths to feed.

But the appeal of the food market doesn’t stop at volume. Indeed, following Bennett’s Law, as people’s income increases their diet becomes more diverse. This economic compulsion to seek variety is being complemented by a rise in ethical consumers voting with their forks. Many have grown aware of the link between food and ecology, health and animal welfare. The number of vegans in the U.S. has increased six-fold in the last three years, and more than tripled in the U.K. over the past decade.

This is not simply a case of having our cake and eating it.

These dual trends have led to supermarket shelves and restaurant menus evolving at pace. Consumers are keen as mustard to find new and healthy “superfoods” such as insects — Eat Grub and Cricke — and new consumption-forms, from meal replacement options like Huel to vegan meal boxes such as allplants.

When it comes to agritech, alternative production models have also arisen to cater to consumers’ preferences. Vertical farms such as GrowUp and LettUs Grow, for example, could dramatically reduce the environmental impact of farming.

Combining the above two ingredients — a growing population and a diversification in diet — cooks up quite the appetizing dish for investors: The global food and agriculture industry is estimated to be worth at least $8 trillion.

New technologies are creating big opportunities

The food and agriculture value-chain is full of bottlenecks and inefficiencies. Some of them could be solved with the intelligent application of well-known technologies.

The humble online marketplace, for example. Marketplaces, including Yagro, Hectare Agritech and Farm-r, let farmers transact machinery and goods, while peer-to-peer platforms like WeFarm enable knowledge sharing. Food procurement marketplaces have cropped up too, such as COLLECTIVfoodPesky Fish and COGZ — as have direct-to-consumer services, such as Farmdrop and Oddbox.

Some tech solutions are far more complex.

Genetic engineering, for one, is providing plenty of food for thought. Indeed, the UN suggests that food production must increase by 70 percent by 2050 to feed the world’s population growth. Genetic engineering could increase crop yields by 22 percent globally, as well as help pre-empt pre-harvest losses.

To this end, CRISPR is revolutionizing how food is grown. CRISPR technology helps producers optimize photosynthesis and the vitamin content of crops. Since it was first tested on tobacco production in 2013, CRISPR has been used on a range of crops, from wheat and rice to oranges and tomatoes; and for a whole spectrum of applications — from boosting crop resistance to pests, to improving nutritional contents. CRISPR is also being applied to livestock. At the Roslin Institute in Scotland, researchers have successfully used CRISPR to develop virus-resistant pigs.

In the same vein, there have been major advances in cellular agriculture. Cellular agriculture combines biotechnology with food and tissue engineering to produce agricultural products like meat or leather from cells cultured in a lab.

It is easy to see how cellular agriculture and the companies applying it, such as Meatable and Higher Steaks, could dramatically change farming and food production.

Therefore, investors have thus been tempted to take a bite at the “clean meat” industry. In Europe, Mosa Meat just raised $8.8 million, while U.S.-based Memphis Meats raised $17 million in 2017.

Even though products are yet to hit the shelves, the appeal is clear: The meat market will be worth $7.3 trillion by 2025, with a 73 percent increase in demand by 2050. And clean meat technology could allow for the production of meat at virtually infinite scale: In just two months, 50,000 tons of pork cells could be grown per bioreactor by using starter cells from 10 pigs. This could dramatically reduce the production cost of meat, and also its environmental cost: 6x less water is needed and 4x less greenhouse gas is emitted per pound of clean meat compared to “traditional” meat.

Artificial intelligence and machine learning is also impacting agriculture. One of the main opportunities, amongst many, is in precision agriculture.

Farmers now receive better information on crop status due to advances in image recognition, sensors, robotics and, of course, machine learning. Startups such as Hummingbird Technologies and Kisan Hub have developed solutions that outperform human “crop walks.” Similarly, Observe Technologies provides fish farmers with AI-powered insights to optimize feeding.

Consumer acceptance is also likely to be shaped by the economic, environmental and ethical implications of agrifood technologies.

Moving indoors, Xihelm (full disclosure, Oxford Capital is an investor) is developing a machine vision algorithm that enables roboticized indoor harvesting. Such technologies could help solve the labor crisis in agriculture: The 2017 labor shortage saw labor costs rise by between 9-12 percent in the U.K.

When the food moves from farm to retailers, supply chains can become unwieldy and difficult to manage. As a result, there is a $40 billion fraud problem in food. Blockchain technologies are being applied to solve this problem, powered by companies such as Provenance. Walmart recently announced that their leafy-green vegetable suppliers must upload their data to the blockchain, allowing them to trace food back to the source in 2.2 seconds instead of a week.

Agrifood tech is still an acquired taste

Although the agrifood market is huge and presents many opportunities for investment, it still isn’t quite the tech investor’s favorite dish. Yes, investment increased to $10.1 billion in 2017; however, fintech hit $39.4 billion in the same year.

There are several reasons. Digitization is growing, but it is slow. Farmers are understandably risk-averse. Their aversion is strengthened by the seasonality and fallibility of their activity. Most crops deliver produce once a year, so any missed harvest can have dramatic and long-lasting consequences. Implementing any large-scale technological solution represents a risk; therefore veering away from the status quo is a decision that cannot be taken lightly.

Regulation is a huge consideration for the sector. The Court of Justice of the European Union recently ruled that plants created with CRISPR must go through the same lengthy approval process as GMOs. In France in 2018, a law banned the use of terms like “meat” and “dairy” for vegetarian and vegan products — although it is not clear how this law will apply to cultured meat products in the future, nomenclature is a fight clean meat startups will want to win for the sake of consumer acceptance.

Consumer acceptance is also likely to be shaped by the economic, environmental and ethical implications of agrifood technologies. It is chastening to remember that agriculture employs one in four people in the global workforce, a large proportion of which are women.

The future of food could see unemployment issues in farming; large changes in livestock and feedstock production; and significant alterations in land management. Furthermore, gene editing is likely to benefit large corporations more than independent farmers — who could be put at risk.

This is not simply a case of having our cake and eating it. Instead, the ingredients need to be chosen with great care, or the “future of food” risks leaving a very bitter taste.



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Apple beats on Q4 earnings thanks to price hikes, stock still falls 4% after-hours

Despite a beat on its Q4 quarterly earnings, Apple shares still managed to take a beating Thursday.

Shares are down 4 percent in after-hours trading after the company released its Q4 quarterly earnings report, detailing $62.90 billion in revenue beating analyst expectations of $61.57 billion, with earnings per share hitting $2.91 beating an expected $2.78 EPS. The results represent a 20 percent year-over-year growth in revenues at the company.

Apple shipped 46.89 million iPhones this quarter with unit sales staying flat but revenue jumping 29 percent, a result of Apple’s strategy this past year to hike prices of their most high-end devices. The company shipped 9.7 million iPads (a 6 percent decrease YoY with a 15 percent revenue decrease) and 5.3 million Macs (a 2 percent decrease YoY).

Beyond wrenching more money from users with hardware upgrades, Apple has continued the trend of pulling more revenue from user services like Apple Music, Apple Care and iCloud. The company reported that its Services division reached an all-time-high of $10 billion in revenue, climbing 17 percent year-over-year.

It’s been a rough past few weeks for the Nasdaq, tech stocks have been floundering though Apple has weathered the storm far better than most on the heels of several new hardware announcements. Earlier this week, the company introduced new models of the iPad Pro, MacBook Air and Mac Mini at an event in New York. This comes on the heels of the release of three new iPhone models and a redesign of the Apple Watch.

Over the past several months, the company has been bumping the prices of its newest devices promoting a broader spread between their older releases and newest devices. The iPhone XS Max starts at $1,099, the Apple Watch Series 4 starts at $399, the new iPad Pro starts at $799 and the new MacBook Air starts at $1,199.

We’ll have more details later this afternoon during the company’s investor call.



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Edo raises $12M from Breyer Capital to measure TV ad effectiveness

Edo , an ad analytics startup founded by Daniel Nadler and actor Edward Norton, announced today that it has raised $12 million in Series A f...

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