Category Archives: Tech News

Luther.AI is a new AI tool that acts like Google for personal conversations

Posted by on 16 September, 2020

This post was originally published on this site

When it comes to pop culture, a company executive or history questions, most of us use Google as a memory crutch to recall information we can’t always keep in our heads, but Google can’t help you remember the name of your client’s spouse or the great idea you came up with at a meeting the other day.

Enter Luther.AI, which purports to be Google for your memory by capturing and transcribing audio recordings, while using AI to deliver the right information from your virtual memory bank in the moment of another online conversation or via search.

The company is releasing an initial browser-based version of their product this week at TechCrunch Disrupt where it’s competing for the $100,000 prize at TechCrunch Disrupt Battlefield.

Luther.AI’s founders say the company is built on the premise that human memory is fallible, and that weakness limits our individual intelligence. The idea behind Luther.AI is to provide a tool to retain, recall and even augment our own brains.

It’s a tall order, but the company’s founders believe it’s possible through the growing power of artificial intelligence and other technologies.

“It’s made possible through a convergence of neuroscience, NLP and blockchain to deliver seamless in-the-moment recall. GPT-3 is built on the memories of the public internet, while Luther is built on the memories of your private self,” company founder and CEO Suman Kanuganti told TechCrunch.

It starts by recording your interactions throughout the day. For starters, that will be online meetings in a browser, as we find ourselves in a time where that is the way we interact most often. Over time though, they envision a high-quality 5G recording device you wear throughout your day at work and capture your interactions.

If that is worrisome to you from a privacy perspective, Luther is building in a few safeguards starting with high-end encryption. Further, you can only save other parties’ parts of a conversation with their explicit permission. “Technologically, we make users the owner of what they are speaking. So for example, if you and I are having a conversation in the physical world unless you provide explicit permission, your memories are not shared from this particular conversation with me,” Kanuganti explained.

Finally, each person owns their own data in Luther and nobody else can access or use these conversations either from Luther or any other individual. They will eventually enforce this ownership using blockchain technology, although Kanuganti says that will be added in a future version of the product.

Image Credits: Luther.ai

Kanuganti says the true power of the product won’t be realized with a few individuals using the product inside a company, but in the network effect of having dozens or hundreds of people using it, even though it will have utility even for an individual to help with memory recall, he said.

While they are releasing the browser-based product this week, they will eventually have a stand-alone app, and can also envision other applications taking advantage of the technology in the future via an API where developers can build Luther functionality into other apps.

The company was founded at the beginning of this year by Kanuganti and three co-founders including CTO Sharon Zhang, design director Kristie Kaiser and scientist Marc Ettlinger. It has raised $500,000 and currently has 14 employees including the founders.

ServiceNow updates its workflow automation platform

Posted by on 16 September, 2020

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ServiceNow today announced the latest release of its workflow automation platform. With this, the company is emphasizing a number of new solutions for specific verticals, including for telcos and financial services organizations. This focus on verticals extends the company’s previous efforts to branch out beyond the core IT management capabilities that defined its business during its early years. The company is also adding new features for making companies more resilient in the face of crises, as well as new machine learning-based tools.

Dubbed the ‘Paris’ release, this update also marks one of the first major releases for the company since former SAP CEO Bill McDermott became its president and CEO last November.

“We are in the business of operating on purpose,” McDermott said “And that purpose is to make the world of work work better for people. And frankly, it’s all about people. That’s all CEOs talk about all around the world. This COVID environment has put the focus on people. In today’s world, how do you get people to achieve missions across the enterprise? […] Businesses are changing how they run to drive customer loyalty and employee engagement.”

He argues that at this point, “technology is no longer supporting the business, technology is the business,” but at the same time, the majority of companies aren’t prepared to meet whatever digital disruption comes their way. ServiceNow, of course, wants to position itself as the platform that can help these businesses.

“We are very fortunate at ServiceNow,” CJ Desai, ServiceNow’s Chief Product Officer, said. “We are the critical platform for digital transformation, as our customers are thinking about transforming their companies.”

As far as the actual product updates, ServiceNow is launching a total of six new products. These include new business continuity management features with automated business impact analysis and tools for continuity plan development, as well as new hardware asset management for IT teams and legal service delivery for legal operations teams.

Image Credits: ServiceNow

With specialized solutions for financial services and telco users, the company is also now bringing together some of its existing solutions with more specialized services for these customers. As ServiceNow’s Dave Wright noted, this goes well beyond just putting together existing blocks.

“The first element is actually getting familiar with the business,” he explained. “So the technology, actually building the product, isn’t that hard. That’s relatively quick. But the uniqueness when you look at all of these workflows, it’s the connection of the operations to the customer service side. Telco is a great example. You’ve got the telco network operations side, making sure that all the operational equipment is active. And then you’ve got the business service side with customer service management, looking at how the customers are getting service. Now, the interesting thing is, because we’ve got both things sitting on one platform, we can link those together really easily.”

Image Credits: ServiceNow

On the machine learning side, ServiceNow made six acquisitions in the area in the last four years, Wright noted — and that is now starting to pay off. Specifically, the company is launching its new predictive intelligence workbench with this release. This new service makes it easier for process owners to detect issues, while also suggesting relevant tasks and content to agents, for example, and prioritizing incoming requests automatically. Using unsupervised learning, the system can also identify other kinds of patterns and with a number of pre-built templates, users can build their own solutions, too.

“The ServiceNow advantage has always been one architecture, one data model and one born-in-the-cloud platform that delivers workflows companies need and great experiences employees and customers expect,” said Desai. “The Now Platform Paris release provides smart experiences powered by AI, resilient operations, and the ability to optimize spend. Together, they will provide businesses with the agility they need to help them thrive in the COVID economy.”

Pure Storage acquires data service platform Portworx for $370M

Posted by on 16 September, 2020

This post was originally published on this site

Pure Storage, the public enterprise data storage company, today announced that it has acquired Portworx, a well-funded startup that provides a cloud-native storage and data-management platform based on Kubernetes, for $370 million in cash. This marks Pure Storage’s largest acquisition to date and shows how important this market for multi-cloud data services has become.

Current Portworx enterprise customers include the likes of Carrefour, Comcast, GE Digital, Kroger, Lufthansa, and T-Mobile. At the core of the service is its ability to help users migrate their data and create backups. It creates a storage layer that allows developers to then access that data, no matter where it resides.

Pure Storage will use Portworx’s technology to expand its hybrid and multi-cloud services and provide Kubernetes -based data services across clouds.

Image Credits: Portworx

“I’m tremendously proud of what we’ve built at Portworx: an unparalleled data services platform for customers running mission-critical applications in hybrid and multi-cloud environments,” said Portworx CEO Murli Thirumale. “The traction and growth we see in our business daily shows that containers and Kubernetes are fundamental to the next-generation application architecture and thus competitiveness. We are excited for the accelerated growth and customer impact we will be able to achieve as a part of Pure.”

When the company raised its Series C round last year, Thirumale told me that Portworx had expanded its customer base by over 100 percent and its bookings increased by 376 from 2018 to 2019.

“As forward-thinking enterprises adopt cloud native strategies to advance their business, we are thrilled to have the Portworx team and their groundbreaking technology joining us at Pure to expand our success in delivering multi-cloud data services for Kubernetes,” said Charles Giancarlo, Chairman and CEO of Pure Storage. “This acquisition marks a significant milestone in expanding our Modern Data Experience to cover traditional and cloud native applications alike.”

User-generated e-learning site Kahoot acquires Actimo for up to $33M to double down on corporate sector

Posted by on 16 September, 2020

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Norwegian company Kahoot originally made its name with a platform the lets educators and students create and share game-based online learning lessons, in the process building up a huge public catalogue of gamified lessons created by its community. Today the startup — now valued at over $2 billion — is announcing an acquisition to give a boost to another segment of its business: corporate customers.

Kahoot has acquired Danish startup Actimo, which provides a platform for businesses to train and engage with employees. Kahoot said that the purchase is being made with a combination of cash and shares, and works to to a total enterprise value of between $26 million and $33 million for the smaller company, with the sale expected to be completed in October 2020.

It may sound like a modest sum in a tech market where companies are currently and regularly seeing paper valuations in the hundreds of millions at Series A stage, but it also presents a different kind of trajectory both for founders and their investors.

This is actually a strong exit for Actimo, which had raised less than $500,000, according to data from PitchBook. And it puts Actimo under the wing of a company that has been scaling globally fast, finding — like others in the areas of online education and remote working — that the current state of social distancing due to Covid-19 is resulting in a boost to its business.

To give you an idea of the scale and growth of Kahoot, the company says that currently it has over 1 billion active users, on top of some 4.4 billion users in aggregate since first launching the platform in 2013. In the last 12 months, some 200 games have been played on its platform. In June, when Kahoot announced that it had raised $28 million in funding, it told us that 100 million games had been played.

In light of its growth and the future opportunity — even putting aside the progression of the coronavirus, it looks like remote work and remote learning will at the least become a lot more common as a longer-term option — the company has also seen a rise in its valuation. With some of its shares traded on the Merkur Market in Norway, the company currently has a market cap of 18.716 billion Norwegian Krone, which at today’s rates is about $2.08 billion. That figure was $1.4 billion in June.

Kahoot’s targeting of the corporate sector is not new. The company has been building a business in this space for years. It says that in the last 12 months, it logged 2 million sessions across 20 million participating “players” of its corporate training “games”, with some 97% of the Fortune 500 among those users. Customers include the likes of Facebook (for sales training), Oyo (hospitality training and onboarding) and Qualys (for taking polls during a conference), among others.

Critically, while a lot of Kahoot’s audience is in education, its corporate most of the revenues come in, one reason why it’s keen to grow that segment with more services and users.

The aim with Actimo, Kahoot says, is to build out a product set aimed at helping organisations with company culture — which, with many organisations now going on eight months and counting of entire teams working regularly outside of their physical offices, has grown as a priority.

Keeping a team feeling like a team, and an individual feeling more than a transactional regard for an employer, is not a simple thing in the best of times. Now, as we continue to work physically away from each other, it will take even more tools and efforts to get the balance right.

In that context, Actimo’s solution is just one aspect, but potentially an interesting one: it has built a platform where employees can track the training that they have done or need to do, engage with other co-workers, and provide feedback, and employers can use it to generally track and encourage how employees are engaging across the company and its various efforts. It counts some 200 enterprises, including Circle K, Hi3G, and Compass Group, among its customers, and has current ARR of $5 million.

For comparison, Kahoot, in its Q2 financials published in August, reported ARR of $25 million, with invoiced revenue for the quarter at $9.6 million, growing some 317% on the same quarter a year before. The company has also raised some $110 million in private funding from the likes of Microsoft and Disney.

As Kahoot looks to find more than just a transient place in a company’s IT and software fabric — transience of attention always being a risk with anything gaming-based — it makes a lot of sense to pick up Actimo and work on ways of coupling the platform with its other corporate work. You can also imagine a time when it might create a similar kind of dashboard for the educational sector.

“We are excited to welcome the Actimo team to be part of the fast-growing Kahoot! family,” said Kahoot! CEO, Eilert Hanoa, in a statement. “This acquisition will further extend Kahoot!’s corporate learning offerings, by providing solutions tailored for the frontline segment, as well as to solidify company culture and engagement among remote and distributed teams in companies of all types and sizes. This continues our expressed ambition to also grow through M&A by adding strategic capabilities that we can leverage across our global platform.”

“We are thrilled to join forces with Kahoot! in our mission to develop next-level solutions that connect remote employees and boost employee engagement and productivity,” said Eske Gunge, CEO at Actimo, in a statement. “Being part of Kahoot! and with our experience from working with innovative and ambitious enterprises across industries, we can together set a new standard for corporate learning and engagement.”

Dropbox CEO Drew Houston says the pandemic forced the company to reevaluate what work means

Posted by on 15 September, 2020

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Dropbox CEO and co-founder Drew Houston, appearing at TechCrunch Disrupt today, said that COVID has accelerated a shift to distributed work that we have been talking about for some time, and these new ways of working will not simply go away when the pandemic is over.

“When you think more broadly about the effects of the shift to distributed work, it will be felt well beyond when we go back to the office. So we’ve gone through a one way door. This is maybe one of the biggest changes to knowledge work since that term was invented in 1959,” Houston told TechCrunch Editor-In-Chief Matthew Panzarino.

That change has prompted Dropbox to completely rethink the product set over the last six months, as the company has watched the way people work change in such a dramatic way. He said even though Dropbox is a cloud service, no SaaS tool in his view was purpose-built for this new way of working and we have to reevaluate what work means in this new context.

“Back in March we started thinking about this, and how [the rapid shift to distributed work] just kind of happened. It wasn’t really designed. What if you did design it? How would you design this experience to be really great? And so starting in March we reoriented our whole product roadmap around distributed work,” he said.

He also broadly hinted that the fruits of that redesign are coming down the pike. “We’ll have a lot more to share about our upcoming launches in the future,” he said.

Houston said that his company has adjusted well to working from home, but when they had to shut down the office, he was in the same boat as every other CEO when it came to running his company during a pandemic. Nobody had a blueprint on what to do.

“When it first happened, I mean there’s no playbook for running a company during a global pandemic so you have to start with making sure you’re taking care of your customers, taking care of your employees, I mean there’s so many people whose lives have been turned upside down in so many ways,” he said.

But as he checked in on the customers, he saw them asking for new workflows and ways of working, and he recognized there could be an opportunity to design tools to meet these needs.

“I mean this transition was about as abrupt and dramatic and unplanned as you can possibly imagine, and being able to kind of shape it and be intentional is a huge opportunity,” Houston said.

Houston debuted Dropbox in 2008 at the precursor to TechCrunch Disrupt, then called the TechCrunch 50. He mentioned that the Wi-Fi went out during his demo, proving the hazards of live demos, but offered words of encouragement to this week’s TechCrunch Disrupt Battlefield participants.

Although his is a public company on a $1.8 billion run rate, he went through all the stages of a startup, getting funding and eventually going public, and even today as a mature public company, Dropbox still evolving and changing as it adapts to changing requirements in the marketplace.

Fiverr Business helps teams manage freelance projects

Posted by on 15 September, 2020

This post was originally published on this site

Freelance marketplace Fiverr launched a new service today designed to help teams at larger companies manage their work with freelancers.

CEO Micha Kaufman told me via email that Fiverr had already begun working with larger clients, but that Fiverr Business is better-designed to meet their needs.

“Organizations require tools to manage their team accounts, defining projects, assigning budgets, tracking progress and collaborating internally,” Kaufman wrote. “Fiverr Business provides all of that and much more, including exclusive access to Fiverr’s personal executive assistants which are always available to Fiverr Business customers to help with administrative account tasks, general project management, talent matching, and more.”

He also suggested that with the pandemic forcing companies to adopt remote work and placing pressure on their bottom lines, many of them are increasingly turning to freelancers, and he claimed, “2020 marks the beginning of a decade where businesses will invest and learn how to truly integrate freelancers into their workflows.”

Image Credits: Fiverr

Fiverr Group Product Manager Meidad Hinkis walked me through the new service, showing me how users can create projects, assign team members and set freelance budgets, then actually hire freelancers, as well as offering internal and external feedback on the work that comes in.

He also noted there’s a special pool of curated freelancers available through Fiverr Business, and like Kaufman, emphasized that customers will also have access to assistants to help them find freelancers and manage projects. (On the freelancer side, payments and the rest of the experience should be pretty similar.)

On top of the freelancer fees, Fiverr Business will cost $149 per year for teams of up to 50 users, and Hinkis said the company is offering the first year for free.

“We so believe in product and the direction that we want people to get real value before they decide,” he said.

In 2020, Warsaw’s startup ecosystem is ‘a place to observe carefully’

Posted by on 15 September, 2020

This post was originally published on this site

If you listed the trends that have captured the attention of 20 Warsaw-focused investors who replied to our recent surveys, automation/AI, enterprise SaaS, cleantech, health, remote work and the sharing economy would top the list. These VCs said they are seeking opportunities in the “digital twin” space, proptech and expanded blockchain tokenization inside industries.

Investors in Central and Eastern Europe are generally looking for the same things as VCs based elsewhere: startups that have a unique value proposition, capital efficiency, motivated teams, post-revenue and a well-defined market niche.

Out of the cohort we interviewed, several told us that COVID-19 had not yet substantially transformed how they do business. As Michał Papuga, a partner at Flashpoint VC put it, “the situation since March hasn’t changed a lot, but we went from extreme panic to extreme bullishness. Neither of these is good and I would recommend to stick to the long-term goals and not to be pressured.”

Said Pawel Lipkowski of RBL_VC, “Warsaw is at its pivotal point — think Berlin in the ‘90s. It’s a place to observe carefully.”

Here’s who we interviewed for part one:

For the conclusion, we spoke to the following investors:

Karol Szubstarski, partner, OTB Ventures

What trends are you most excited about investing in, generally?
Gradual shift of enterprises toward increased use of automation and AI, that enables dramatic improvement of efficiency, cost reduction and transfer of enterprise resources from tedious, repeatable and mundane tasks to more exciting, value added opportunities.

What’s your latest, most exciting investment?
One of the most exciting opportunities is ICEYE. The company is a leader and first mover in synthetic-aperture radar (SAR) technology for microsatellites. It is building and operating its own commercial constellation of SAR microsatellites capable of providing satellite imagery regardless of the cloud cover, weather conditions and time of the day and night (comparable resolution to traditional SAR satellites with 100x lower cost factor), which is disrupting the multibillion dollar satellite imagery market.

Are there startups that you wish you would see in the industry but don’t? What are some overlooked opportunities right now?
I would love to see more startups in the digital twin space; technology that enables creation of an exact digital replica/copy of something in physical space — a product, process or even the whole ecosystem. This kind of solution enables experiments and [the implementation of] changes that otherwise could be extremely costly or risky – it can provide immense value added for customers.

What are you looking for in your next investment, in general?
A company with unique value proposition to its customers, deep tech component that provides competitive edge over other players in the market and a founder with global vision and focus on execution of that vision.

Which areas are either oversaturated or would be too hard to compete in at this point for a new startup? What other types of products/services are you wary or concerned about?
No market/sector is too saturated and has no room for innovation. Some markets seem to be more challenging than others due to immense competitive landscape (e.g., food delivery, language-learning apps) but still can be the subject of disruption due to a unique value proposition of a new entrant.

How much are you focused on investing in your local ecosystem versus other startup hubs (or everywhere) in general? More than 50%? Less?
OTB is focused on opportunities with links to Central Eastern European talent (with no bias toward any hub in the region), meaning companies that leverage local engineering/entrepreneurial talent in order to build world-class products to compete globally (usually HQ outside CEE).

Which industries in your city and region seem well-positioned to thrive, or not, long term? What are companies you are excited about (your portfolio or not), which founders?
CEE region is recognized for its sizable and highly skilled talent pool in the fields of engineering and software development. The region is well-positioned to build up solutions that leverage deep, unique tech regardless of vertical (especially B2B). Historically, the region was especially strong in AI/ML, voice/speech/NLP technologies, cybersecurity, data analytics, etc.

How should investors in other cities think about the overall investment climate and opportunities in your city?
CEE (including Poland and Warsaw) has always been recognized as an exceptionally strong region in terms of engineering/IT talent. Inherent risk aversion of entrepreneurs has driven, for a number of years, a more “copycat”/local market approach, while holding back more ambitious, deep tech opportunities. In recent years we are witnessing a paradigm shift with a new generation of entrepreneurs tackling problems with unique, deep tech solutions, putting emphasis on global expansion, neglecting shallow local markets. As such, the quality of deals has been steadily growing and currently reflects top quality on global scale, especially on tech level. CEE market demonstrates also a growing number of startups (in total), which is mostly driven by an abundance of early-stage capital and success stories in the region (e.g., DataRobot, Bolt, UiPath) that are successfully evangelizing entrepreneurship among corporates/engineers.

Do you expect to see a surge in more founders coming from geographies outside major cities in the years to come, with startup hubs losing people due to the pandemic and lingering concerns, plus the attraction of remote work?
I believe that local hubs will hold their dominant position in the ecosystem. The remote/digital workforce will grow in numbers but proximity to capital, human resources and markets still will remain the prevalent force in shaping local startup communities.

Which industry segments that you invest in look weaker or more exposed to potential shifts in consumer and business behavior because of COVID-19? What are the opportunities startups may be able to tap into during these unprecedented times?
OTB invests in general in companies with clearly defined technological advantage, making quantifiable and near-term difference to their customers (usually in the B2B sector), which is a value-add regardless of the market cycle. The economic downturn works generally in favor of technological solutions enabling enterprise clients to increase efficiency, cut costs, bring optimization and replace manual labour with automation — and the vast majority of OTB portfolio fits that description. As such, the majority of the OTB portfolio has not been heavily impacted by the COVID pandemic.

How has COVID-19 impacted your investment strategy? What are the biggest worries of the founders in your portfolio? What is your advice to startups in your portfolio right now?
The COVID pandemic has not impacted our investment strategy in any way. OTB still pursues unique tech opportunities that can provide its customers with immediate value added. This kind of approach provides a relatively high level of resilience against economic downturns (obviously, sales cycles are extending but in general sales pipeline/prospects/retention remains intact). Liquidity in portfolio is always the number one concern in uncertain, challenging times. Lean approach needs to be reintroduced, companies need to preserve cash and keep optimizing — that’s the only way to get through the crisis.

Are you seeing “green shoots” regarding revenue growth, retention or other momentum in your portfolio as they adapt to the pandemic?
A good example in our portfolio is Segron, a provider of an automated testing platform for applications, databases and enterprise network infrastructure. Software development, deployment and maintenance in enterprise IT ecosystem requires continuous and rigorous testing protocols and as such a lot of manual heavy lifting with highly skilled engineering talent being involved (which can be used in a more productive way elsewhere). The COVID pandemic has kept engineers home (with no ability for remote testing) while driving demand for digital services (and as such demand for a reliable IT ecosystem). The Segron automated framework enables full automation of enterprise testing leading to increased efficiency, cutting operating costs and giving enterprise customers peace of mind and a good night’s sleep regarding their IT infrastructure in the challenging economic environment.

What is a moment that has given you hope in the last month or so? This can be professional, personal or a mix of the two.
I remain impressed by the unshakeable determination of multiple founders and their teams to overcome all the challenges of the unfavorable economic ecosystem.

Latent AI makes edge AI workloads more efficient

Posted by on 15 September, 2020

This post was originally published on this site

Latent AI, a startup that was spun out of SRI International, makes it easier to run AI workloads at the edge by dynamically managing workloads as necessary.

Using its proprietary compression and compilation process, Latent AI promises to compress library files by 10x and run them with 5x lower latency than other systems, all while using less power thanks to its new adaptive AI technology, which the company is launching as part of its appearance in the TechCrunch Disrupt Battlefield competition today.

Founded by CEO Jags Kandasamy and CTO Sek Chai, the company has already raised a $6.5 million seed round led by Steve Jurvetson of Future Ventures and followed by Autotech Ventures .

Before starting Latent AI, Kandasamy sold his previous startup OtoSense to Analog Devices (in addition to managing HPE Mid-Market Security business before that). OtoSense used data from sound and vibration sensors for predictive maintenance use cases. Before its sale, the company worked with the likes of Delta Airlines and Airbus.

Image Credits: Latent AI

In some ways, Latent AI picks up some of this work and marries it with IP from SRI International .

“With OtoSense, I had already done some edge work,” Kandasamy said. “We had moved the audio recognition part out of the cloud. We did the learning in the cloud, but the recognition was done in the edge device and we had to convert quickly and get it down. Our bill in the first few months made us move that way. You couldn’t be streaming data over LTE or 3G for too long.”

At SRI, Chai worked on a project that looked at how to best manage power for flying objects where, if you have a single source of power, the system could intelligently allocate resources for either powering the flight or running the onboard compute workloads, mostly for surveillance, and then switch between them as needed. Most of the time, in a surveillance use case, nothing happens. And while that’s the case, you don’t need to compute every frame you see.

“We took that and we made it into a tool and a platform so that you can apply it to all sorts of use cases, from voice to vision to segmentation to time series stuff,” Kandasamy explained.

What’s important to note here is that the company offers the various components of what it calls the Latent AI Efficient Inference Platform (LEIP) as standalone modules or as a fully integrated system. The compressor and compiler are the first two of these and what the company is launching today is LEIP Adapt, the part of the system that manages the dynamic AI workloads Kandasamy described above.

Image Credits: Latent AI

In practical terms, the use case for LEIP Adapt is that your battery-powered smart doorbell, for example, can run in a low-powered mode for a long time, waiting for something to happen. Then, when somebody arrives at your door, the camera wakes up to run a larger model — maybe even on the doorbell’s base station that is plugged into power — to do image recognition. And if a whole group of people arrives at ones (which isn’t likely right now, but maybe next year, after the pandemic is under control), the system can offload the workload to the cloud as needed.

Kandasamy tells me that the interest in the technology has been “tremendous.” Given his previous experience and the network of SRI International, it’s maybe no surprise that Latent AI is getting a lot of interest from the automotive industry, but Kandasamy also noted that the company is working with consumer companies, including a camera and a hearing aid maker.

The company is also working with a major telco company that is looking at Latent AI as part of its AI orchestration platform and a large CDN provider to help them run AI workloads on a JavaScript backend.

Data virtualization service Varada raises $12M

Posted by on 15 September, 2020

This post was originally published on this site

Varada, a Tel Aviv-based startup that focuses on making it easier for businesses to query data across services, today announced that it has raised a $12 million Series A round led by Israeli early-stage fund MizMaa Ventures, with participation by Gefen Capital.

“If you look at the storage aspect for big data, there’s always innovation, but we can put a lot of data in one place,” Varada CEO and co-founder Eran Vanounou told me. “But translating data into insight? It’s so hard. It’s costly. It’s slow. It’s complicated.”

That’s a lesson he learned during his time as CTO of LivePerson, which he described as a classic big data company. And just like at LivePerson, where the team had to reinvent the wheel to solve its data problems, again and again, every company — and not just the large enterprises — now struggles with managing their data and getting insights out of it, Vanounou argued.

Image Credits: Varada

The rest of the founding team, David Krakov, Roman Vainbrand and Tal Ben-Moshe, already had a lot of experience in dealing with these problems, too, with Ben-Moshe having served at the Chief Software Architect of Dell EMC’s XtremIO flash array unit, for example. They built the system for indexing big data that’s at the core of Varada’s platform (with the open-source Presto SQL query engine being one of the other cornerstones).

Image Credits: Varada

Essentially, Varada embraces the idea of data lakes and enriches that with its indexing capabilities. And those indexing capabilities is where Varada’s smarts can be found. As Vanounou explained, the company is using a machine learning system to understand when users tend to run certain workloads and then caches the data ahead of time, making the system far faster than its competitors.

“If you think about big organizations and think about the workloads and the queries, what happens during the morning time is different from evening time. What happened yesterday is not what happened today. What happened on a rainy day is not what happened on a shiny day. […] We listen to what’s going on and we optimize. We leverage the indexing technology. We index what is needed when it is needed.”

That helps speed up queries, but it also means less data has to be replicated, which also brings down the cost. AÅs Mizmaa’s Aaron Applebaum noted, since Varada is not a SaaS solution, the buyers still get all of the discounts from their cloud providers, too.

In addition, the system can allocate resources intelligently to that different users can tap into different amounts of bandwidth. You can tell it to give customers more bandwidth than your financial analysts, for example.

READ MORE

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  • Datafold is solving the chaos of data engineering
  • “Data is growing like crazy: in volume, in scale, in complexity, in who requires it and what the business intelligence uses are, what the API uses are,” Applebaum said when I asked him why he decided to invest. “And compute is getting slightly cheaper, but not really, and storage is getting cheaper. So if you can make the trade-off to store more stuff, and access things more intelligently, more quickly, more agile — that was the basis of our thesis, as long as you can do it without compromising performance.”

    Varada, with its team of experienced executives, architects and engineers, ticked a lot of the company’s boxes in this regard, but he also noted that unlike some other Israeli startups, the team understood that it had to listen to customers and understand their needs, too.

    “In Israel, you have a history — and it’s become less and less the case — but historically, there’s a joke that it’s ‘ready, fire, aim.’ You build a technology, you’ve got this beautiful thing and you’re like, ‘alright, we did it,’ but without listening to the needs of the customer,” he explained.

    The Varada team is not afraid to compare itself to Snowflake, which at least at first glance seems to make similar promises. Vananou praised the company for opening up the data warehousing market and proving that people are willing to pay for good analytics. But he argues that Varada’s approach is fundamentally different.

    “We embrace the data lake. So if you are Mr. Customer, your data is your data. We’re not going to take it, move it, copy it. This is your single source of truth,” he said. And in addition, the data can stay in the company’s virtual private cloud. He also argues that Varada isn’t so much focused on the business users but the technologists inside a company.

     

    Verkada adds environmental sensors to cloud-based building operations toolkit

    Posted by on 15 September, 2020

    This post was originally published on this site

    As we go deeper into the pandemic, many buildings sit empty or have limited capacity. During times like these having visibility into the state of the building can give building operations peace of mind. Today, Verkada, a startup that helps operations manage buildings via the cloud, announced a new set of environmental sensors to give customers even greater insight into building conditions.

    The company had previously developed cloud-based video cameras and access control systems. Verkdada CEO and co-founder of Filip Kaliszan says today’s announcement is about building on these two earlier products.

    “What we do today is cameras and access control — cameras, of course provide the eyes and the view into building in spaces, while access control controls how you get in and out of these spaces,” Kaliszan told TechCrunch. Operations teams can manage these devices from the cloud on any device.

    The sensor pack that the company is announcing today, layers on a multi-function view into the state of the environment inside a building. “The first product that we’re launching along this environmental sensor line is the SV11, which is a very powerful unit with multiple sensors on board, all of which can be managed in the cloud through our Verkada command platform. The sensors will give customers insight into things like air quality, temperature, humidity, motion and occupancy of the space, as well as the noise level,” he said.

    There is a clear strategy behind the company’s product road map. The idea is to give building operations staff a growing picture of what’s going on inside the space. “You can think of all the data being combined with the other aspects of our platform, and then begin delivering a truly integrated building and setting the standard for enterprise building security,” Kaliszan said.

    These tools, and the ability to access all the data about a building remotely in the cloud, obviously have even more utility during the pandemic. “I think we’re fortunate that our products can help customers mitigate some of the effects of the pandemic. So we’ve seen a lot of customers use our tools to help them manage through the pandemic, which is great. But when we were originally designing this environmental sensor, the rationale behind it were these core use cases like monitoring server rooms for environmental changes.”

    The company, which was founded in 2016, has been doing well. It has 4200 customers and roughly 400 employees. It is still growing and actively hiring and expects to reach 500 by the end of the year. It has raised $138.9 million, the most recent coming January this year, when it raised an $80 million Series C investment led Felicis Ventures on a $1.6 billion valuation.

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