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A brand we’ve never heard of before has come up with a product we’ve never seen before. Maxtang from Aliexpress sells a mini PC that runs on...

This AMD Ryzen mini PC has a unique, exciting feature no other computer has

A brand we’ve never heard of before has come up with a product we’ve never seen before. Maxtang from Aliexpress sells a mini PC that runs on an embedded AMD Ryzen chip - the V1605B - with four, yes four, DisplayPort connectors. We don’t know any other PC that offers this, let alone something that doesn’t require a separate display card or as small as this box.

This Maxtang thin client costs as little as $410.92 from Aliexpress after a $3 coupon. That price is for the barebone model and note that this device ships without any operating system or Wi-Fi module. Other RAM/Storage bundles are available. Please check the website.

Exact prices after the discount in other territories will vary depending on the day’s exchange rate. Aliexpress ships to most territories worldwide via expedited shipping although you may be levied additional charges and fees by customs.

The Ryzen V1605B has four cores, eight threads, 4MB cache and a Vega 8 GPU. That makes it similar to a Ryzen 5 2500U and, according to the popular Passmark benchmark, faster than the Intel Core i5-10210U, which has a similar 15W TDP.

Other than the four display connectors (all capable of outputting to 4K), the thin client has two audio connectors, two Gigabit Ethernet ports, eight USB ports (but no Type-C) and supports two DDR4 SODIMM modules. You can add one M2 SSD and one SATA drive (SSD or HDD) as well.

It weighs a mere 1kg and measures only 18x18.2x3.7cm - that’s just over 1,200cc!



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This AMD Ryzen mini PC has a unique, exciting feature no other computer has


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Four years ago, Paolo Pirjanian set out to “reinvent” companion robots. Now he’s ready for the world to meet his creation. from Wired http...

Moxie Is the Robot Pal You Dreamed of as a Kid

Four years ago, Paolo Pirjanian set out to “reinvent” companion robots. Now he’s ready for the world to meet his creation.

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In the desert of ignored teen emotions, five high school podcasters have become a go-to resource on everything from dating to depression. ...

The Kids of 'Teenager Therapy' Just Want You to #Feel

In the desert of ignored teen emotions, five high school podcasters have become a go-to resource on everything from dating to depression.

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An advanced frame design and a wireless drivetrain put this bike at the top of the list for any cyclist who loves adventure riding or racing...

Trek Checkpoint SL 7: The Next High-Tech Gravel Racer

An advanced frame design and a wireless drivetrain put this bike at the top of the list for any cyclist who loves adventure riding or racing.

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In the first decade of the twentieth century two German chemists, Fritz Haber and Carl Bosch, invented fertilizer — the nitrogen compound wh...

With fresh support from its billionaire backers Pivot Bio is ushering in a farming revolution

In the first decade of the twentieth century two German chemists, Fritz Haber and Carl Bosch, invented fertilizer — the nitrogen compound which ushered in modern agriculture and saved the world from potential starvation.

Now, over a century later, a new group of scientists backed by government-owned international investment funds and some of the world’s wealthiest men and women is trying to save the world from their invention.

In the hundred years since companies began manufacturing fertilizer at an industrial scale, the chemical has become one of the main sources of the pollution that’s choking the planet and putting millions of the lives its use has helped to feed at risk from severe droughts, fires, floods, and storms caused by climate change.

That’s why investors including Breakthrough Energy Ventures (the investment fund backed by Mukesh Ambani, Jeff Bezos, Bill Gates and Masayoshi Son) and the Singapore-owned investment fund Temasek along with DCVC; Prelude Ventures; Spruce Capital Partners; Codon Capital; Bunge Ventures; Continental Grain Company; Tekfen Ventures; Pavilion Capital; and individual investors Alan Cohen and Roger Underwood have backed Pivot Bio with a new $100 million investment.

Pivot uses genetically edited microbes to replicate the work that naturally occurring bacteria had done for millions of years to fix nitrogen in the soil, where it could be absorbed through plants’ root structures.

Crops like peas, beans, and soybeans have developed a symbiotic relationship with bacteria in the soil that take nitrogen from the air and convert it into a form that the plants can use. But grains like corn and wheat don’t have a link with any nitrogen-fixing bacteria, so they’re not able to grow as robustly. Some farmers rotate crops between plants that have nitrogen fixing bacteria and those that don’t so the soil can remain nutrient rich.

Using the company’s products, Pivot Bio estimates that farmers can improve yields and remove one gigaton of carbon dioxide-equivalent emissions from the atmosphere. The company also said that it can reduce approximately $4.1. billion in spending on water purification across the U.S. Spending which can be traced back to the water pollution associated with industrial farming and its use of synthetic fertilizers.

Over time, the run off of excess fertilizer from farms can lead to environmental degradation and the poisoning of local and regional water supplies.

Farmers are already using Pivot Bio’s microbes to improve crop yields and reduce fertilizer use for corn crops — with typically gains of 5.8 bushels per acre on fields that used the company’s treatments compared to fields using only synthetic nitrogen, the company said.

“Growers and our planet deserve a better fertilizer – one that balances on-farm economics with the farmer’s commitment to leave the land better for the next generation, and Pivot Bio’s technology helps them do just that,” said Karsten Temme, CEO and co-founder of Pivot Bio.

Pivot will use the money from the new round to expand internationally into Latin America and Canada and begin marketing a new product that it’s introducing into the U.S. market for wheat crops, the company said.

“Pivot Bio’s microbial nitrogen fertilizers are revolutionizing how farmers apply nitrogen to their crops, and we’re excited to continue our investment to support this important mission,” said Carmichael Roberts of Breakthrough Energy Ventures, in a statement. “The company is leading the charge on truly sustainable farming techniques, and we’re confident that they’ll continue to innovate their product offerings to solve this critical climate and societal challenge.”

As Temme notes, the thesis around using microbes in agriculture dates back at least fifty years. However DNA sequencing, machine learning, and gene editing made possible by advances like CRISPR all equate to new abilities for researchers to develop products that can fulfill the promise that microbial soil enrichment promised.

For Pivot Bio, the proof is in the sales. Even as the economic downturn caused by the COVID-19 epidemic continues to wreak its havoc on a range of industries, Temme said that Pivot’s sales remain consistent.

Typically when farmers face tough times, they go back to basics and don’t experiment with new, relatively unproven products, Temme said. However, Pivot’s product is already sold out for the season.

“Pivot Bio is addressing one of the most difficult challenges facing agriculture in the 21st century – reducing dependence on damaging synthetic fertilizer while increasing crop yields and creating better outcomes for farmers,” said Matt Ocko, Managing Partner, DCVC, in a statement.

Pivot may be the company that’s managed to get to market first, but they’re far from the only company looking at replacing fertilizer with microbes. In Boston, a joint venture between Gingko Bioworks and Bayer, called Joyn Bio, is developing a microbial-based nitrogen fixing technology of its own.

However, its product has yet to come to market and the company’s planned trials have been delayed by the COVID-19 outbreak, the company said.

“We are following the strict guidelines of our facilities in Boston and Woodland that dramatically reduces the number of employees in our labs and greenhouses, while the remainder of our staff are continuing our efforts from home,” the company wrote in a statement on its website. “We are currently focused on preparing for our 2020 field and greenhouse trials as best we can under these new conditions.”

Meanwhile, Pivot Bio continues to sell.

“Farmer acceptance of our technology and support of our vision is far beyond our expectations,” said Temme, in a statement. “They understand the economics and efficiencies our product offers – more consistent yields, 100 percent nitrogen efficiency with the crop, and a lighter environmental footprint. It’s a triple bottom line for them and our planet.”



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Companies are blasting us with free trial offers while we’re stuck at home. That’s a good thing—until the bills show up. from Wired https:...

3 Things to Consider Before Signing Up for a Free Trial

Companies are blasting us with free trial offers while we’re stuck at home. That’s a good thing—until the bills show up.

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As businesses reopen, social distancing rules will lead to new partitions between workspaces, reminiscent of the fabric-clad dividers of the...

The Cubicle Is Back. Blame (or Thank) the Coronavirus

As businesses reopen, social distancing rules will lead to new partitions between workspaces, reminiscent of the fabric-clad dividers of the 1980s.

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Despite traffic for many online properties being at an all-time high, advertising has fallen off a cliff because of the downturn in consumer...

Twitter Q1: sales up 3% to $808M as it swigs to a loss on COVID-19, mDAUS hit record 166M

Despite traffic for many online properties being at an all-time high, advertising has fallen off a cliff because of the downturn in consumer activity outside the home and the wider economic pressures resulting from the COVID-19 pandemic. And today, Twitter reported quarterly earnings that bore this trend out.

The ad-based social networking and media company said that in Q1 it made $808 million in revenues, actually up 3% on a year ago, with monetizable daily active users (Twitter’s own metric for measuring its audience) grew 24% to 166 million, an all-time high, adding 14 million average mDAUs since Q4 (152 million) and 32 million since Q1 of last year (134 million). But, operating income for the quarter swung to a loss of $7 million, working out to a net margin of -1% and diluted EPS of -$0.01.

Analysts had expected, on average, to see $775.96 million in revenues on earnings per share of $0.10, so Twitter beat on sales, and missed on earnings. To note: Twitter’s analyst consensus (provided to journalists) was a little different: it noted that average EPS expectations were -$0.02 on sales of $776 million, with expectations of mDAUs at 164 million.

Times have really changed. In the same quarter a year ago, Twitter reported sales of $787 million, up 18%; net income of $191 million; and diluted EPS of $0.37.

“In this difficult time, Twitter’s purpose is proving more vital than ever,” said CEO Jack Dorsey in a statement. “We are helping the world stay informed, and providing a unique way for people to come together to help or simply entertain and remind one another of our connections. We’ve delivered our strongest ever year over year mDAU growth. Public conversation can help the world learn faster, solve common problems, and realize we’re all in this together. Our task now is to make sure we retain that connection over the long term with the many people new to Twitter.”

The company said that the quarter played out in “two distinct periods”, January through early March, which largely performed as expected, it said, and eearly March through the end of the quarter, “when the pandemic became global.”

None of this should come as a surprise. Twitter itself announced more than a month ago that it was removing its own financial guidance because of the instability of its business due to COVID-19 — noting only that it would be lower than expected:

“While the near-term financial impact of this pandemic is rapidly evolving and difficult to measure, based on current visibility, the company expects Q1 revenue to be down slightly on a year-over-year basis,” it wrote at the time. “Twitter also expects to incur a GAAP operating loss, as reduced expenses resulting from COVID-19 disruption are unlikely to fully offset the revenue impact of the pandemic in Q1.”

It did point out one bright spot, which is that it is picking up many more users because of increased “conversation about COVID-19 as well as ongoing product improvements.” Then, it said that quarter-to-date average total mDAU was around 164 million, up 23% from 134 million in Q1 2019 and up 8% from 152 million in Q4 2019.

Generally, Twitter’s fortunes this quarter are in line with results from Alphabet/Google and Facebook, which also reported earnings this week that reflect the impact of reduced advertising revenues due to fallout from the the public health crisis.

But even without the impact of COVID-19 on Twitter’s primary business of advertising, the company had been facing a tough time leading into the quarter. Like eBay, Twitter has been the subject of activist investor activity pushing for leadership and operational changes to improve growth and profitability. (Coincidentally, the same activist investor, Elliott, has been behind both efforts.) Unlike eBay, however, Twitter has managed to keep its CEO in place — co-founder Jack Dorsey — but has had to concede board seats as part of a wider financing package and strategy to refocus the business. There may be questions on the call today to see if all of that has been put on ice given how other factors are now in play.

Breaking out some specific numbers, advertising accounted for the lion’s share of sales at $682 million, with data licensing making up much of the remainder. US revenues were $468 million, up 8% year-over-year, while international was at $339 million, down 4%.

No layoffs announced (not yet) but as with others like Spotify, Twitter is putting a hold on hiring. The company had committed to increase headcount this year by at least 20% (alongside its CEO relocating to Africa temporarily and many other optimistic plans) but this is now being slowed down — to what extent, it did not say, but it did note that 2020 total expense growth would now be “considerably less” than the 20% it had projected.

More to come.



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Mobile banking customers at risk from new EventBot trojan



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Covid hoaxes are using a loophole to stay alive—even after being deleted


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The cruise ship captivated the world as it docked in Yokohama, harboring Covid-19—and 3,711 people who became subjects in a life-and-death q...

27 Days in Tokyo Bay: What Happened on the Diamond Princess

The cruise ship captivated the world as it docked in Yokohama, harboring Covid-19—and 3,711 people who became subjects in a life-and-death quarantine experiment.

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Google announced today it is providing $2.3 million in funding to 18 news organizations in the Asia Pacific region, the latest in its ongoi...

Google gives $2.3M to 18 news organizations in Asia Pacific

Google announced today it is providing $2.3 million in funding to 18 news organizations in the Asia Pacific region, the latest in its ongoing effort to support publishers globally.

News organizations from 11 nations, including Australia, India, Pakistan, Hong Kong, Japan, and Taiwan are receiving the grant as part of Thursday’s announcement, the company said, which began accepting applications for the new innovation challenge fund in the region late last year.

The search giant said more than 250 organizations had applied for the funding. Those that are selected showed “variety and creativity of their ideas” to explore ways to increase reader engagement that would drive greater loyalty and willingness in readers to pay for content.

The $2.3 million innovation challenge fund is not evenly distributed among the 18 hand-picked organizations, a Google spokesperson told TechCrunch. The company additionally also offers mentoring and training sessions to these organizations, the spokesperson added.

Gaon Connection, a news organization based in Lucknow, one of the biggest cities in India, that received the grant focuses on the challenges that people in rural India confront today.

Veteran journalist Neelesh Misra, the founder of Gaon Connection, told TechCrunch in an interview that the capital would help his seven-year-old firm to pivot from a rural media platform to a rural insight firm.

“We have been looking to bring much greater statistical data depth to our work. We feel that if we could back the voice of rural India with surveys and insights, it would amplify their reach. We often hear from people in the village that they don’t have a say,” he said.

“I am a content person, but not familiar with tech. We have done the difficult battle first: We today have community journalists in more than 300 districts in India. And now those journalists will be able to use the platform that we will build because of Google funding to do surveys, record video, audio and text content, and crunch the data. This platform will give people in rural India a say so that policymakers and others in urban India have a better understanding of people in rural regions and their desire,” he said.

The Morning Context, another organization picked from India, covers internet, business, and chaos beats in the world’s second largest internet market. Earlier this month, the Morning Context also closed a seed financing round.

The Current in Pakistan covers “news that is woke and celebrates the fact that hey, you’re not supposed to know everything.” In Korea, the Busan Daily, Maeil Daily and Gangwon Daily that are the recipients of the funding are collaborating on real-time insights to create “customized experiences for their readers,” Google said.

Australian Community Media, another recipient, is developing a new platform for classified ads that will better support local newspapers and small businesses. Japan’s Nippon TV is using AR to bring its news archives to life.

“A strong Asia Pacific news industry has never been more important, and we’re looking forward to seeing the selected applicants put their ideas into action,” said Fazal Ashfaq, News and Publishing Lead for Google in APAC, in a statement.

Thursday’s announcement is part of Google News Initiative’s $300 million that it unveiled in May 2018. The company has so far run five innovation challenges globally: 2 in APAC, one in North America, one in LATAM, and one in Middle East, Africa, and Turkey.



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Just as challenger banks have appeared in the B2C space, so to have B2B startup banks aimed small businesses, among them startups like Qonto...

B2B challenger bank Finom raises $7M Seed from Target Global and General Catalyst

Just as challenger banks have appeared in the B2C space, so to have B2B startup banks aimed small businesses, among them startups like Qonto (Fr), Tide (UK), Penta (GER) and CountingUp (UK).

Today another such firm, Finom, has closed a €6.5m ($7M) seed funding round led by Target Global, with participation from General Catalyst. Further investors include FJ Labs, Raisin founders Tamaz Georgadze, Frank Freund and Michael Stephan, and Ilya Kondrashov, the founder of MarketFinance.

The company will primarily use the fresh capital to develop its banking product, and to expand further into Italy, France and Germany in the summer of 2020.

Finom puts accounting, financial management and banking functions for early-stage businesses and SMEs into one ‘mobile-first’ product. Businesses can set up an online account, with accounts payable and account receivable from both the app and the site in fairly short order. The company was started by the team that also launched Modulbank, ‘neobank’ for SMEs in Russia.

Konstantin Stiskin, co-founder of Finom, told Techcrunch: “The EU SME banking market size is more than €100bn. But according to McKinsey research, European entrepreneurs spend 74% of their time on non-core activities and pay for expensive and inconvenient products. Our goal is to enable small businesses in Europe to become more efficient and to thrive.”

He added: “We are not just a card with an account. We aim to be a foundation for SME’s and their everyday business, covering banking, accounting and financial management within one product.

Finom is now live in Italy, starting with e-invoicing, which allowed it to gain market knowledge and collect the data for accounting/payments and lending. The next countries to be launched will be France and Germany.

Mike Lobanov, General Partner and COO at Target Global said: “At Target Global we are great believers in the SME segment… The team of exceptional entrepreneurs standing behind Finom shares our view, and has already built a new standard for offering financial services to SMEs.”

Although Target Global is headquartered in Berlin, it has more than €800m in assets under management, with offices in London, Tel Aviv and Barcelona. Poortfolio includes companies such as Auto1, Delivery Hero, Omio (formerly GoEuro), TravelPerk, Rapyd and WeFox.



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Meet Biloba , a French startup that wants to leverage tech to make it easier to keep your children healthy. The company recently launched a ...

Biloba lets you chat with a doctor if you have questions about your children

Meet Biloba, a French startup that wants to leverage tech to make it easier to keep your children healthy. The company recently launched a new mobile app that lets you chat with a doctor whenever you want between 8 AM and 8 PM. This way, if you have questions about your kids, you can get a quick answer.

Of course, a text conversation will never replace a visit to the pediatrician. But chances are you have a ton of questions, especially if you’re a first-time parent. Instead of browsing obscure discussion forums, you can go straight to a doctor.

Biloba isn’t working with pediatricians specifically. The company is also partnering with nurses and general practitioners. Eventually, the service is going to cost €10 per month but the company is waving fees during the lockdown.

After just three weeks, the startup managed to attract 4,000 users with around 200 conversations per day. Compared to other telemedicine services in France, such as Doctolib, Biloba doesn’t rely on video consultation. This way, it’ll be easier to deal with a large influx of new patients even with a small group of partner doctors.

The subscription business model is interesting for multiple reasons. First, Biloba isn’t covered by the French national healthcare system. In France, patients only get reimbursed if the doctor knows you already. That restriction has been lifted during the lockdown but it’s probably just a temporary lift.

Many parents probably don’t want to pay €120 per year to chat with a doctor when they could pay €0 through the national healthcare system. But if you can afford it, the barrier to medical advice becomes much lower.

Biloba previously released a vaccine reminder app that lets you enter information about your child’s vaccines and get reminders when the next scheduled vaccine is due.



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San Francisco and Lagos-based fintech startup  Flutterwave has launched Flutterwave Store, a portal for African merchants to create digita...

African fintech firm Flutterwave launches SME e-commerce portal

San Francisco and Lagos-based fintech startup Flutterwave has launched Flutterwave Store, a portal for African merchants to create digital shops to sell online.

The product is less Amazon and more eBay — with no inventory or warehouse requirements. Flutterwave insists the move doesn’t represent any shift away from its core payments business.

The company accelerated the development of Flutterwave Store in response to COVID-19, which has brought restrictive measures to SMEs and traders operating in Africa’s largest economies.

After creating a profile, users can showcase inventory and link up to a payment option. For pickup and delivery, Flutterwave Store operates through existing third party logistics providers, such as Sendy in Kenya and Sendbox in Nigeria.

The service will start in 15 African countries and the only fees Flutterwave will charge (for now) are on payments. Otherwise, it’s free for SMEs to create an online storefront and for buyers and sellers to transact goods.

While the initiative is born out of the spread of coronavirus cases in Africa, it will continue beyond the pandemic. And Flutterwave’s CEO Olugbenga Agboola — aka GB — is adamant Flutterwave Store is not a pivot for the fintech company, which is an alum of Silicon Valley accelerator Y-Combinator.

“It’s not a direction change. We’re still a B2B payment infrastructure company. We are not moving into becoming an online retailer, and no we’re not looking to become Jumia,” GB told TechCrunch on a call.

Image Credits: Flutterwave

He was referring to Africa’s largest e-commerce company, which operates in 11 countries and listed in an NYSE IPO last year.

Flutterwave has a very different business than the continent’s big e-commerce players and plans to stick with it, according to GB.

When it comes to reach, VC and partnerships, the startup is one of the more connected and visible operating in Africa’s tech ecosystem. The Nigerian-founded venture’s main business is providing B2B payments services for companies operating in Africa to pay other companies on the continent and abroad.

Launched in 2016, Flutterwave allows clients to tap its APIs and work with Flutterwave developers to customize payments applications. Existing customers include Uber and Booking.com.

In 2019, Flutterwave processed 107 million transactions worth $5.4 billion, according to company data. Over the last 12 months the startup has been on a tear of investment, product and partnership activity.

In July 2019, Flutterwave joined forces with Chinese e-commerce company Alibaba’s Alipay to offer digital payments between Africa and China.

The Alipay collaboration followed one between Flutterwave and Visa to launch a consumer payment product for Africa, called GetBarter.

Then in January of this year, the startup raised a $35 million Series B round and announced a partnership with Worldpay FIS for payments in Africa.

On the potential for Flutterwave Store, there’s certainly a large pool of traders and small businesses across Africa that could appreciate the opportunity to take their businesses online. The IFC has estimated that SMEs make up 90% of Sub-Saharan Africa’s business serving the region’s one-billion people.

Flutterwave confirmed Flutterwave Store’s initial 15 countries will include Africa’s top economies and population countries of Nigeria, Ghana, Kenya and South Africa.

Those markets already have a number of players driving digital commerce, including options for small businesses to post their wares online. Jumia’s Jumia Marketplace allows vendors register on its platform and use the company’s resources to do online retail.

Facebook has made a push into Africa that includes its overall push to get more users to sell on Facebook Marketplace. The social media giant now offers the service in Nigeria — with 200 million people and the continent’s largest economy.

GB Flutterwave disrupt

Flutterwave CEO GB, Image Credits: TechCrunch

eBay has not yet gone live in Africa with its business to consumer website, that allows any cottage industry to create a storefront. The American company does have an arrangement with e-commerce startup MallforAfrica.com for limited sales of African goods on eBay’s U.S. shopping site.

On where Flutterwave’s new product fits into Africa’s online sales space, CEO GB says Flutterwave Store will maintain a niche focus on mom and pop type businesses.

“The goal is not be become like eBay, that’s advocating for everybody. We’re just giving small merchants the infrastructure to create an online store at zero cost right from scratch,” he said.

That’s something Flutterwave expects to be useful to Africa’s SMEs through the COVID-19 crisis and beyond.



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Prague based Resistant AI has nabbed a $2.75M seed round. The security startup’s machine learning technology is designed to be deployed on ...

Index and Credo lead a $2.75M seed in anti-fraud tech, Resistant AI

Prague based Resistant AI has nabbed a $2.75M seed round. The security startup’s machine learning technology is designed to be deployed on top of AI systems used for financial decision making to protect customers in markets such as financial services and ecommerce from attacks such as targeted manipulation, adversarial machine learning and advanced fraud.

The seed round was co-led by Index Ventures (Jan Hammer) and Credo Ventures (Ondrej Bartos and Vladislav Jez). Seedcamp also participating, along with Daniel Dines, CEO of UiPath; Michal Pechoucek, CTO of Avast and other unnamed angel investors. Bartos joins the board of directors on behalf of the investors.

The startup sells an additional layer of protection that’s specifically designed for tightening security around automated functions such as credit risk scoring and anti-money laundering by using tech to detect fake documents that feed such systems. Its tech is also aimed at uncovering suspicious patterns of transactions which might indicate a strategic attack on the model itself or an attempt to copy sensitive data.

“Historically, all systems that make high-value financial decisions become targeted. This is already happening with the automated systems deployed by our fintech and financial customers and we are here to protect them,” said Martin Rehak, founder and CEO, in a statement.

The seed round is Resistant AI’s first tranche of external funding, with the founders bootstrapping the company since starting up in February 2019.

“We have onboarded the first customers in 2019 and the funding will help us scale our sales organisation to meet the rising demand from banks and fintechs,” Rehak told us. “We are protecting the AI&ML systems used in financial automation from manipulation or misuse by smart attackers.”

Resistant AI has two products it offers its customers at this stage: First, document inspection. It offers a machine learning system that’s designed to flag and reject “malicious documents” submitted for automated processing. “Bank statements, payslips, invoices, purchase orders and KYC documents submitted to fintechs and banks are frequently manipulated or completely falsified,” explained Rehak. “Resistant Documents, our first service, identifies and rejects the suspicious or malicious inputs.”

A second offering — Resistant Transactions — applies AI to spot problematic transaction patterns.

“We work with the fact that most attacks on AI systems require extensive interaction to discover the vulnerability,” he said. “Our system is unique by inspecting all the customer queries (which can take form or payments, money transfers or credit applications assessed by the system we protect) in context of similar queries. By looking at the stream of queries statistically, we can recognise and block the attacks that seek to steal the information embodied in the model (information stealing) or, worse, aim to nudge the system into making the wrong decision by exploiting an existing bias in the system.”

Resistant AI isn’t breaking out customer numbers yet but Rehak said it onboarded its first customers last year. “The funding will help us scale our sales organisation to meet the rising demand from banks and fintechs,” he added, saying also that it will be spending on building out product features and extending functionality, as well as on beefing up the sales and go-to-market team.

“Right now, our target customers are financial and fintech startups, as well as other companies deploying the automated process (both software and RPA) in their financial processes,” he added. “The financial systems are our current focus, but the attacks on machine learning are relevant in many other areas: process automation, e-commerce, manipulation of ‘trend detection’ algorithms in social media and other opportunities.”

It’s using a SaaS model — preferring a value approach to pricing, per Rehak. “Our problem and approach is new, and we feel that the value pricing model aligns the incentives between us and the customer in the optimal way,” he said on that.

Asked who he sees as the main competitors for the business, he cited Google Brain plus the tech giant’s activities in adversarial machine learning.

The majority of work in this area is currently done in-house by the large tech companies building their own proprietary systems — such as Google and Microsoft, he added.

Other competitors he mentioned were Inpher, which is enabling machine learning on encrypted data; Sentilink, which is doing detection of synthetic identities in the US; and Bullwall (Denmark) and YC-backed Inscribe (US/Ireland) which are focused on document forgery.

Resistant AI’s founders have a background in machine learning applied to cyber security problems having founded Cognitive Security, an earlier startup which they subsequently sold to Cisco in 2013. Over some 12 years working in the security industry Rehak said they saw how attackers targeting AI systems were getting increasingly sophisticated in avoiding detection — which gave them the idea for their latest business.

Commenting on the seed funding in a statement, Jan Hammer, general partner at Index Ventures, added: “Automation, efficiency and reliability are cornerstones of financial innovation. As machine learning takes more and more nuanced financial decisions, it needs to be protected. And this is not true only in finance, but the attacks will rapidly spread to other domains as well. More of our activity today takes place online, a trend accelerated by COVID-19, and one we believe will last. With criminals ready to take advantage of every vulnerability, the need for solutions such as those from Resistant AI has never been greater.”



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