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LiLz uses computer vision to read gauges and dials where humans prefer not to tread

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No one wants to be the maintenance worker who has to hike through half a mile of damp hallways just to check the pressure gauge on a valve somewhere. LiLz makes it possible to keep an eye on such inconvenient physical interfaces remotely with a clever and practical application of machine learning.

The Japanese (specifically Okinawan) startup has been around for a little while — in fact our colleagues at TC JP have written them up. But despite the seemingly obvious value of its service, it hasn’t quite hit the big time yet. LiLz participated in CES as part of the country’s trade group, along with a bunch more companies listed here.

LiLz’s device looks a bit like a chubby tablet without a screen. It’s essentially a camera, light and processing and communications chips packed in with a big battery — enough power to last up to three years.

You mount the device so it can see the gauge or dial in question. After confirming picture and signal, you configure it in the app to interpret what it’s pointed at; it can read circular, semicircular and linear gauges, digital and rolling or analog digit displays, or things like colored warning lights. (The ML involved here is not trivial — I ran across this interesting article while looking into it.)

Once it’s set up, it’ll send readings live or at intervals to a central dashboard, or make them available via API so they can be queried or recorded elsewhere. The data goes out via LTE or Bluetooth.

Image Credits: LiLz

It’s a solution aimed directly at infrastructure and heavy industry, which often involve lots of legacy equipment located in hard-to-reach places: roofs, underground (but not too deep or the signal can’t penetrate), in labyrinthine factories and warehouses, etc.

Doing daily rounds of these dials is not just dull work for humans, but can be dangerous as well. Using a robot is another way to automate it, but doesn’t a network of IoT devices seem more practical than a quadrupedal bot trucking around constantly?

LiLz CTO Kuba Kolodziejczyk said that the company has been expanding quickly following its debut in 2020 and a $2.2 million Series A round in early 2021.

Image Credits: LiLz

“We grew from 240 cameras deployed at 34 locations by a few early users before June 2020, to 2000 cameras deployed at 320 locations for over 100 clients now, and expect to grow to 5000 cameras by end this year,” he wrote in an email to TechCrunch. “We now have a few clients using more than hundred cameras at single location.”

They started by targeting basic building management, but now have expanded to chemical and industrial plants, construction and manufacturing sites, public infrastructure and more due to customer demand, he added.

And the capabilities of the device are increasing as well. They’ve mainly been iterating on the software, making it able to be updated remotely, improving accuracy and resilience to disturbance, and adding data sharing and other features. There’s a new explosion-proof (!) version of the hardware as well. Maybe they should get into making phone cases as a side gig.

New products are on the way, one for “sound search” and another for counting of objects in the camera’s view, but both are at a very early stage now. And new capabilities like monitoring float and level gauges, among other things.

Meanwhile, they’ve come to CES to make some outreach to potential clients outside Japan. The show is looking like something of a bust, but maybe a few techs and managers will read this and think “wow, that would be handy.” You can find out more at the shiny new English website here.

Source: Tech

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Paack pulls in a $225M Series D led by SoftBank to scale its E-commerce delivery platform

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By now, many of us are familiar with the warehouse robots which populate those vast spaces occupied by the likes of Amazon and others. In particular, Amazon was very much a pioneer of the technology. But it’s 2021 now, and allying warehouse robots with a software logistics platform is no longer the monopoly of one company.

One late-stage startup which has been ‘making hay’ with the whole idea is Paack, an e-commerce delivery platform which a sophisticated software platform that integrates with the robotics which are essential to modern-day logistics operations.

It’s now raised €200m ($225m) in a Series D funding round led by SoftBank Vision Fund 2. The capital will be used for product development and European expansion.

New participants for this round also include Infravia Capital Partners, First Bridge Ventures, and Endeavor Catalyst. Returning investors include Unbound, Kibo Ventures, Big Sur Ventures, RPS Ventures, Fuse Partners, Rider Global, Castel Capital, and Iñaki Berenguer.

This funding round comes after the creation of a profitable position in its home market of Spain, but Paack claims it’s on track to achieve similar across its European operations, Such as in the UK, France, and Portugal.

Founded by Fernando Benito, Xavier Rosales and Suraj Shirvankar, Paack now says it’s delivering several million orders per month from 150 international clients, processing 10,000 parcels per hour, per site. Some 17 of them are amongst the largest e-commerce retailers in Spain.

The startup’s systems integrate with e-commerce sites. This means consumers are able to customize their delivery schedule at checkout, says the company.

Benito, CEO and Co-founder, said: “Demand for convenient, timely, and more sustainable methods of delivery is going to explode over the next few years and Paack is providing the solution. We use technology to provide consumers with control and choice over their deliveries, and reduce the carbon footprint of our distribution.” 

Max Ohrstrand, Investment Director at SoftBank Investment Advisers said: “As the e-commerce sector continues to flourish and same-day delivery is increasingly the norm for consumers, we believe Paack is well-positioned to become the category leader both in terms of its technology and commitment to sustainability.”

According to research from the World Economic Forum (WEF), the last-mile delivery business is expected to grow 78% by 2030, causing a rise in CO2 emissions of nearly one-third.

As a result, Paack claim it aims to deliver all parcels at carbon net-zero by measuring its environmental impact, using electric last-mile delivery vehicles. It is now seeking certification with The Carbon Trust and United Nations.

In an interview Benito told me: “We have a very clear short term vision which is to lead sustainable e-commerce delivers in Europe… through technology via what we think is perhaps the most advanced tech delivery platform for last-mile delivery. Our CTO was the CTO and co-founder of Google Cloud, for instance.”

“We are developing everything from warehouse automation, time windows, routing integrations etc. in order to achieve the best delivery experience.”

Paack says it is able to work with more than one robotics partner, but presently it is using robots from Chinese firm GEEK.

The company hopes it can compete with the likes of DHL, Instabox, and La Poste in Europe, which are large incumbents.

Source: Tech

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Infermedica raises $30M to expand its AI-based medical guidance platform

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Infermedica, a Poland-founded digital health company that offers AI-powered solutions for symptom analysis and patient triage, has raised $30 million in Series B funding. The round was led by One Peak and included participation from previous investors Karma Ventures, European Bank for Reconstruction and Development, Heal Capital and Inovo Venture Partners. The new capital means the startup has raised $45 million in total to date.

Founded in 2012, Infermedica aims to make it easier for doctors to pre-diagnose, triage and direct their patients to appropriate medical services. The company’s mission is to make primary care more accessible and affordable by introducing automation into healthcare. Infermedica has created a B2B platform for health systems, payers and providers that automates patient triage, the intake process and follow-up after a visit. Since its launch, Infermedica is being used in more than 30 countries in 19 languages and has completed more than 10 million health checks.

The company offers a preliminary diagnosis symptom checker, an AI-driven software that supports call operators making timely triage recommendations and an application programming interface that allows users to build customized diagnostic solutions from scratch. Like a plethora of competitors, such as Ada Health and Babylon, Infermedica combines the expertise of physicians with its own algorithms to offer symptom triage and patient advice.

In terms of the new funding, Infermedica CEO Piotr Orzechowski told TechCrunch in an email that the investment will be used to further develop the company’s Medical Guidance Platform and add new modules to cover the full primary care journey. Last year, Infermedica’s team grew by 80% to 180 specialists, including physicians, data scientists and engineers. Orzechowski says Infermedica has an ambitious plan to nearly double its team in the next 12 months.

Image Credits: Infermedica

“We will invest heavily into our people and our products, rolling out new modules of our platform as well as expanding our underlying AI capabilities in terms of disease coverage and accuracy,” Orzechowski said. “From the commercial perspective, our goal is to strengthen our position in the US and DACH and we will focus the majority of our sales and marketing efforts there.”

Regarding the future, Orzechowski said he’s a firm believer that there will be fully automated self-care bots in 5-10 years that will be available 24/7 to help providers find solutions to low acuity health concerns, such as a cold or UTI.

“According to WHO, by 2030 we might see a shortage of almost 10 million doctors, nurses and midwives globally,” Orzechowski said. “Having certain constraints on how fast we can train healthcare professionals, our long-term plan assumes that AI will become a core element of every modern healthcare system by navigating patients and automating mundane tasks, saving the precious time of clinical staff and supporting them with clinically accurate technology.”

Infermedica’s Series B round follows its $10 million Series A investment announced in August 2020. The round was led by the European Bank for Reconstruction and Development (EBRD) and digital health fund Heal Capital. Existing investors Karma Ventures, Inovo Venture Partners and Dreamit Ventures also participated in the round.

Source: Tech

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KKR invests $45M into GrowSari, a B2B platform for Filipino MSMEs

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A sari-sari store owner who uses GrowSari

GrowSari, the Manila-based startup that helps small shops grow and digitize, announced today that KKR will lead its Series C round with a $45 million investment. The funds will be used to enter new regions in the Philippines and expand its financial products. The Series C round is still ongoing and the startup says it is already oversubscribed, with the final composition currently being finalized. 

Before its Series C, GrowSari’s total raised was $30 million. TechCrunch last wrote about GrowSari in June 2021, when it announced its Series B. Since then, it has expanded the number of municipalities it serves from 100 to 220, and now has a customer base of 100,000 micro, small and mid-sized enterprise (MSME) store owners. 

Founded in 2016, GrowSari is a B2B platform that offers almost every kind of service that small- to medium-sized retailers, including neighborhood stores that carry daily necessities (called sari-saris), roadside and market shops and pharmacies, need.

For example, it has a wholesale marketplace with products from major fast-moving consumer goods (FMCG) brands like Unilever, P&G and Nestle. It partners with over 200 providers, like telecoms, fintechs and subscription plans, so sari-saris can offer services like top-ups and bill payments to their customers. 

Sari-sari operators can also use GrowSari to launch e-commerce stores and access short-term working capital loans to buy inventory. The startup’s other financial products include digital wallets and cash-in services, and it is looking at adding remittance, insurance and loans in partnership with other providers. 

The new funding will be used to expand into the Visayas and Mindanao, the two other main geographical regions in the Philippines, with the goal of covering all 1.1 million “mom and pop” stores in the Philippines. 

Source: Tech

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