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Just 12 hours left to apply to Startup Battlefield at TC Disrupt 2021
We’ve been urging you to apply to Startup Battlefield at TechCrunch Disrupt 2021 for weeks now, and you have just over 12 hours left before the application window slams shut on May 27 at 11:59 p.m. (PT). Don’t procrastinate — the experience alone, whether you win the $100,000 prize or not, can improve the trajectory of your business.
Case in point: Mollie Breen started out as a mathematician at the National Security Agency before co-founding an IoT/OT security startup called Perygee. She and her team competed in Startup Battlefield last year at Disrupt 2020. Although they didn’t reach the finals, Breen has plenty to say about the experience. Here’s what she shared with us in a quick Q&A.
TC: Why did you apply to Startup Battlefield?
Breen: I admired the leadership and growth of other companies that, at one point, were Startup Battlefield contestants. I noticed they had similar traction to us when they applied, and their products resembled ours in their ability to disrupt the respective industry.
TC: What was the training process like?
Breen: It was incredibly valuable both in the short term and long term. Every team gets a weekly session with the Battlefield editor. Together you rehearse and go over every iteration of the pitch line-by-line and slide-by-slide. After each session, I walked away with constructive feedback on everything — the content, the speaking style and even the font color on a particular slide.
This was a unique opportunity, and we put in extra hours to be ahead of schedule, sent drafts for review in the off hours and even doubled down on additional practice with Q&As. As a result, we couldn’t have been more prepared for pitch day. And the training has stayed with Perygee well past the sessions and the competition.
TC: What did it feel like to pitch at Disrupt?
Breen: Pitching at Disrupt was, in some ways, like other pitches except that you have an international audience. Since, at that point, we had practiced our pitch dozens of times, the real unknown during the competition was the Q&A with the VC judges.
There was additional pressure to answer succinctly and convincingly within a time constraint that you wouldn’t have during a normal one-on-one pitch. But with the prep help from the TechCrunch team, I felt ready to speak in front of such a large audience. I encourage anyone who might be nervous about the big stage to go for it and trust you’ll have more than enough preparation when you get there.
TC: What was the post-pitch impact? Did you meet investors, press or other key partners?
Breen: It helped accelerate our progress. Following Battlefield, we closed an oversubscribed fundraising round. We acquired additional beta users, including our first beta user who messaged us after reading about Perygee on TechCrunch. We also gained numerous press opportunities to share our story.
It’s almost a year since Startup Battlefield, and I’m still impressed by how many people start the conversation saying they watched the pitch while reading our company’s background. It’s a reminder that the opportunities created by being a TechCrunch Battlefield company continue.
TC: Do you have any great news to share since your pitch?
Breen: At TechCrunch Battlefield we were a small team doing MVP testing and just about to start raising. Since the pitch, we have scaled on all fronts. We grew the founding team and the engineering team, and we deployed the product to enterprise networks. Some of those deployments include contacts who reached out because of TechCrunch — and we raised our seed round!
TC: Is there anything else you’d like to share?
Breen: I’m grateful for the camaraderie and relationships we developed with the other teams. What you didn’t see on stage during the pitches was all of us cheering one another on from the group chat or social media feed. Even now, we continue to support one another through navigating business questions or promoting product launches. If it weren’t for Startup Battlefield, I would never have met this awesome group of startups.
You have just 24 hours left to channel your inner Mollie Breen. Apply to Startup Battlefield before the deadline expires on May 27 at 11:59 p.m. (PT). Get moving!
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Win $100,000: Apply to Startup Battlefield at TC Disrupt 2021
You’ve been hard at work building your game-changing startup. Diligent in its care and feeding so that, one day soon, it will grow into the mighty unicorn you envision. If you fit that description, we want you to apply to compete in the Startup Battlefield at TechCrunch Disrupt 2021 on September 21-23.
Any early-stage startup founder with an MVP — regardless of your category or geographic location — is eligible to apply. But here’s the thing. The window for tossing your hat into the ring is shrinking rapidly. Don’t wait — apply to compete in Startup Battlefield before the window slams shut on May 27 at 11:59 p.m. (PT).
Let’s run down the list of many benefits that come from competing in the world’s most famous startup launching pad.
Perfect pitch: All competing startups get weeks of free training with the TC Startup Battlefield training squad. You’ll hone your presentations skills, polish your business model and pitch with cool, calm confidence come game day.
Global exposure: An all-virtual Startup Battlefield means that thousands upon thousands of startup influencers, icons, tech media, potential investors, customers, collaborators and developers around the world will tune in to watch this always-epic event. All competitors — win or lose — bask in, and benefit from, this global, equal-opportunity spotlight.
Plenty of perks: Battlefield gladiators are TC Disrupt VIPs. You’ll enjoy lots of complimentary bennies, including exhibition space in virtual Startup Alley, event passes, tickets to future TC events, a private reception with members of the Startup Battlefield alumni community, access to the CrunchMatch networking platform and a free subscription to Extra Crunch.
Mucho moola: One startup will rise above the rest to claim the Disrupt Cup, the title of Startup Battlefield Champion and the $100,000 of equity-free prize money. Ka-ching.
Of course, you’ll make your pitch to, and then answer questions from, panels of expert judges. Who are these mystical beings you need to impress? So far, we’ve announced two, with plenty more to come. We’re thrilled to have both Alexa von Tobel, co-founder and managing partner of Inspired Capital, and Terri Burns, a partner at GV (formerly known as Google Ventures) on board.
Remember those influencers and potential investors we mentioned earlier? We’re talking about folks like Rachael Wilcox, a creative producer at Volvo Cars. Rachel told us that she goes to TechCrunch events to “find new and interesting companies, make new business connections and look for startups with investment potential.” She also shared her thoughts about Startup Battlefield.
“The Startup Battlefield translated easily to the virtual format. You could see the excitement, enthusiasm and possibility of the young founders, and I loved that. You could also ask questions through the chat feature, and you don’t always have time for questions at a live event.”
Your unicorn dreams might be on an early-stage startup budget, but this is a huge opportunity for you to gain global exposure and have a good shot at winning $100,000. Apply to compete in Startup Battlefield at TechCrunch Disrupt 2021 on September 21-23. Don’t wait — we stop accepting applications on May 27 at 11:59 p.m. (PT).
Is your company interested in sponsoring or exhibiting at Disrupt 2021? Contact our sponsorship sales team by filling out this form.
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Beat the deadline: Apply to compete in Startup Battlefield at TC Disrupt 2021
Startup Battlefield — the matriarch of all pitch competitions — is the stuff of tech legend. Heck, it even played a role in the HBO show, “Silicon Valley,” and its influence touches early-stage startups around the globe. Under no circumstance will you find a bigger, better platform for launching your startup to the world.
Battlefield has a long history of producing notable names. Need an example? A little startup by the name of Dropbox competed in the Battlefield at TC50 (the precursor to Disrupt) way back in 2008.
TechCrunch is on the hunt for innovative, game-changing startups to take the Startup Battlefield challenge and wrangle with the best-of-the-best at TC Disrupt 2021 in September. Are you game?
Apply to compete in Startup Battlefield before the deadline closes on May 13 11:59 pm (PT).
The stakes: A shot at $100,000 in equity-free prize money. Major exposure for all competing startups — think investors eager to find and fund the next big thing, journalists in search of exciting, game-changing startups to cover and potential customers and partners who can help take your business to new levels of success.
The investment: Your time. Yup, that’s it. Applying to and participating in Startup Battlefield is 100% free. No fees, no equity cut. You simply invest your time — all participating founders receive several weeks of training with the Startup Battlefield team. Your demo and presentation will be, well, pitch perfect when you deliver it to panels of top VC judges. And you’ll be thoroughly prepped to handle the Q&A that follows.
The perks: In addition to the massive interest from just about all Disrupt attendees, competing startups get exhibition space in the Startup Alley expo area, free passes to future TechCrunch events, a free membership to Extra Crunch and invitations to private events like the Startup Battlefield reception.
You’ll meet members of the Startup Battlefield alumni community — we’re talking about 922 companies (like Vurb, Mint, Yammer and, yes, Dropbox) that have collectively raised $9.5 billion and produced 117 exits. Once Disrupt ends, you’re part of this phenomenal community — just imagine the networking possibilities.
The details: Read more about how Startup Battlefield works.
TC Disrupt 2021 takes place September 21-23. If you’ve got an innovative, game-changing startup, apply to compete in Startup Battlefield. Make sure you submit your completed application before the deadline expires on May 13 11:59 pm (PT).
Is your company interested in sponsoring or exhibiting at Disrupt 2021? Contact our sponsorship sales team by filling out this form.
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Math learning app Photomath raises $23 million as it reaches 220 million downloads
Photomath, the popular mobile app that helps you solve equations, has raised a $23 million Series B funding round led by Menlo Ventures. The app is a massive consumer success, and chances are you might already know about it if you have a teenager in your household.
The app lets you point your phone’s camera at a math problem. It recognizes what’s written and gives you a step-by-step explanation to solve the problem. You might think that it’s the perfect app for lazy students.
But there are many different use cases for Photomath. For instance, you can write an equation in your notebook and use Photomath to draw a graph.
Typing an equation on a keyboard is quite difficult. That’s why bridging the gap between the physical world and your smartphone is key to Photomath’s success. You can just grab a pen and write something down on a piece of paper. Essentially, it’s an AR calculator.
GSV Ventures, Learn Capital, Cherubic Ventures and Goodwater Capital are also participating in today’s funding round.
There’s an interesting story behind the app’s success. Photomath was originally designed as a demo app for another company called MicroBlink. At the time, the team was working on text recognition technology. It planned to sell its core technology to other companies that might find it useful.
In 2014, they pitched MicroBlink at TechCrunch Disrupt in London. And things changed drastically overnight as Photomath reached the first spot of the iOS App Store.
Photomath has now attracted more than 220 million downloads. As of this writing, it is still No. 59 in the U.S. App Store, one rank above Tinder. Other companies tried to build competitors, but it seems they didn’t manage to crush the tiny European startup.
The app seems even more relevant as many kids are spending more time studying at home. They can’t simply raise their hand to call on the teacher for some help.
Photomath is free and users can optionally pay for Photomath Plus, a premium version with more features, such as dynamic illustrations and animated tutorials.
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Everlywell raises $175 million to expand virtual care options and scale its at-home health testing
Digital health startup Everlywell has raised a $175 million Series D funding round, following relatively fast on the heels of a $25 million Series C round it closed in February of this year. The Series D included a host of new investors, including BlackRock, The Chernin Group (TCG), Foresite Capital, Greenspring Associates, Morningside Ventures and Portfolio, along with existing investors including Highland Capital Partners, which led the Series C round. The startup has now raised more than $250 million to date.
Everlywell, which launched to the public at TechCrunch Disrupt SF 2016 as a participant in Startup Battlefield, specializes in home healthcare, and specifically on home healthcare tests supported by their digital platform for providing customers with their results and helping them understand the diagnostics, and how to seek the right follow-on care and expert medical advice.
Earlier this year, Everlywell launched an at-home COVID-19 test collection kit — the first of this type of test to receive an emergency authorization from the U.S. Food and Drug Administration (FDA) for its use that allowed cooperation with multiple lab service providers over time. The COVID-19 test kit joins its many other offerings, which include tests for thyroid hormone levels, food and allergen sensitivity, women’s health and fertility, vitamin D deficiency and more. I spoke to Everlywell CEO and founder Julia Cheek about the raise, and she acknowledged that the COVID-19 pandemic was definitely behind the decision to raise such a large amount so quickly again after the close of the Series C, since the company saw a sharp increase in demand coming out of the coronavirus crisis — not only for its COVID-19 test kit, but for at-home digital healthcare options in general.
“We obviously have a very successful COVID-19 test,” she said. “But we’ve also seen three-fourths of our test menu just explode at well over 100% year-over-year growth, and several of our tests are at 4x or 5x growth. That is really representative of this shift in consumer health behavior that will continue in a big way in many different verticals that include testing, and making things more convenient, digitally-enabled, and in the home.”
Like other companies built on solving for a shift to more remote and virtual care options, Cheek said that Everlywell had already anticipated this kind of consumer demand — but COVID-19 has dramatically accelerated the pace of change, which is why the startup put together this round, at this size, this quickly (she says they started the process of putting together the Series D in September).
“We’ve been talking about the digital health movement, and the consumer-directed movement probably for a decade now,” she told me. “I do believe that this will be the watershed moment, unfortunately. But hopefully, we will come out on the other side of the pandemic and say, ‘There are some good things that happened broadly for healthcare.’ That is the hope of what we lean into everyday, and fundamentally, why we went out and raised this amount of capital in this tremendous growth year.”
Image Credits: Everlywell
Everlywell has also expanded availability of its products this year, with distribution in more than 10,000 retail locations across Target, Walgreens, CVS and Kroger stores across the U.S. The company also landed a number of new partnerships on the diagnostic lab and insurance payer side, as well as with major employers — a key customer group as employers shoulder the largest share of healthcare spending in the U.S. due to employee benefit plans. Cheek says that despite their commercial and enterprise customer wins, the focus remains squarely on consumer satisfaction, which is what distinguishes their offering.
“Our COVID-19 test is 75% new people buying our product, and it has an NPS [net promoter score] of 75,” she said. “And then it’s the most highly referred product, and also one of our top tests where people buy other tests. Experience matters here — we know that if someone is a promoter of Everlywell, if they rate us a nine or a 10, on NPS, they are five times more likely to purchase again on the platform.”
That’s not new for Everlywell, according to Cheek — customers have always had a high degree of satisfaction with the company’s products. But what is new is the expanded reach, and the realization among many Americans that virtual care and at-home options are available, and are effective.
“What you have is this lightbulb moment for Americans in a new way that care can be delivered where then they definitely don’t want to go back,” she said. “It’s not just for Everlywell. This is all of these verticals, that have really shifted consumer behavior around healthcare in the home, and I think that will be somewhat permanent. That is the main driver here, and is what we’re seeing, and it’s why Everlywell has resonated so well with so many Americans.”
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Render raises $4.5M for its DevOps platform
Render, the winner of our Disrupt SF 2019 Startup Battlefield, today announced that it has added another $4.5 million onto its existing seed funding round, bringing total investment into the company to $6.75 million.
The round was led by General Catalyst, with participation from previous investors South Park Commons Fund and a group of angels that includes Lee Fixel, Elad Gil and GitHub CTO (and former VP of Engineering at Heroku) Jason Warner.
The company, which describes itself as a “Zero DevOps alternative to AWS, Azure and Google Cloud,” originally raised a $2.25 million seed round in April 2019, but it got a lot of inbound interest after winning the Disrupt Battlefield. In the end, though, the team decided to simply raise more money from its existing investors.
Current Render users include Cypress.io, Mux, Bloomscape, Zelos, 99designs and Stripe.
“We spoke to a bunch of people after Disrupt, including Ashton Kutcher’s firm, because he was one of the judges,” Render co-founder and CEO Anurag Goel explained. “In the end, we decided that we would just raise more money from our existing investors because we like them and it helped us get a better deal from our existing investors. And they were all super interested in continuing to invest.”
What makes Render stand out is that it fulfills many of the promises of Heroku and maybe Google Cloud’s App Engine. You simply tell it what kind of service you are going to deploy and it handles the deployment and manages the infrastructure for you.
“Our customers are all people who are writing code. And they just want to deploy this code really easily without having to worry about servers, or maintenance, or depending on DevOps teams — or, in many cases, hiring DevOps teams,” Goel said. “DevOps engineers are extremely expensive to hire and extremely hard to find, especially good ones. Our goal is to eliminate all of that work that DevOps people do at every company, because it’s very similar at every company.”
Image Credits: Render
One new feature the company is launching today is preview environments. You can think of them as disposable staging or development environments that developers can spin up to test their code — and Render promises that the testing environment will look the same as your production environment (or you can specify changes, too). Developers can then test their updates collaboratively with QA or their product and sales teams in this environment.
Development teams on Render specify their infrastructure environments in a YAML file and turning on these new preview environments is as easy as setting a flag in that file.
Image Credits: Render
“Once they do that, then for every pull request — because we’re integrated with GitHub and GitLab — we automatically spin up a copy of that environment. That can include anything you have in production, or things like a Redis instance, or managed Postgres database, or Elasticsearch instance, or obviously APIs and web services and static sites,” Goel said. Every time you push a change to that branch or pull request, the environment is automatically updated, too. Once the pull request is closed or merged, Render destroys the environment automatically.
The company will use the new funding to grow its team and build out its service. The plan, Goel tells me, is to raise a larger Series A round next year.
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Meet the five startup Battlefield finalists at Disrupt 2020
TechCrunch hosted an unusual Startup Battlefield this week — the founders, judges, audience and moderator (me) were all in different locations, doing our best to interact over WebEx.
But the 20 startups still demonstrated their products and explained their visions, then were grilled by expert judges. And those judges helped the TechCrunch team select our five finalists.
Those finalists will be presenting tomorrow at 10:40 a.m. Pacific for a whole new set of judges, and you can watch the live stream by logging into TechCrunch. (Also: It’s not too late to sign up for the full Disrupt experience.) Those judges will choose a runner-up and a winner, and the winner will take home $100,000, equity-free.
Here are the finalists:
Canix
Canix has built a robust enterprise resource planning platform designed to reduce the time it takes cannabis growers to input data. It integrates nicely with common bookkeeping software, as well as Metrc, an industry-wide regulatory platform. You can read more about Canix here.
Firehawk Aerospace
Hybrid rockets aren’t new, but they have always faced significant limitations in terms of their performance metrics and maximum thrust power. Firehawk Aerospace is building a stable, cost-effective hybrid rocket fuel engine that employs industrial-scale 3D printing to overcome the hurdles and limitations of previous designs. You can read more about Firehawk Aerospace here.
HacWare
Tiffany Ricks founded HacWare in Dallas, Texas, in 2017 to help bring better email security awareness to small businesses. The technology sits on a company’s email server and uses machine learning to categorize and analyze each message for risk. You can read more about HacWare here.
Jefa
Jefa is building a challenger bank specifically designed for women in Latin America. It focuses on solving the problems that women face when opening a bank account and managing it. You can read more about Jefa here.
Matidor
Matidor is building a project platform for consultants and engineers to keep track of projects and geospatial data in a single dashboard. It offers an all-in-one data visualization suite for customers in the energy and environmental services fields. You can read more about Matidor here.
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Perigee infrastructure security solution from former NSA employee moves into public beta
Perigee founder Mollie Breen used to work for NSA where she built a security solution to help protect the agency’s critical infrastructure. She spent the last two years at Harvard Business School talking to Chief Information Security Officers (CISOs) and fine-tuning that idea she started at NSA into a commercial product.
Today, the solution that she built moves into public beta and will compete at TechCrunch Disrupt Battlefield with other startups for $100,000 and the Disrupt Cup.
Perigree helps protect things like heating and cooling systems or elevators that may lack patches or true security, yet are connected to the network in a very real way. It learns what normal behavior looks like from an operations system when it interacts with the network, such as what systems it interacts with and which individual employees tend to access it. It can then determine when something seems awry and stop an anomalous activity before it reaches the network. Without a solution like the one Breen has built, these systems would be vulnerable to attack.
“Perigee is a cloud-based platform that creates a custom firewall for every device on your network,” Breen told TechCrunch. “It learns each device’s unique behavior, the quirks of its operational environment and how it interacts with other devices to prevent malicious and abnormal usage while providing analytics to boost performance.”
Image Credits: Perigee
One of the key aspects of her solution is that it doesn’t require an agent, a small piece of software on the device, to make it work. Breen says this is especially important since that approach doesn’t scale across thousands of devices and can also introduce bugs from the agent itself. What’s more, it can use up precious resources on these devices if they can even support a software agent.
“Our sweet spot is that we can protect those thousands of devices by learning those nuances and we can do that really quickly, scaling up to thousands of devices with our generalized model because we take this agentless-based approach,” she said.
By creating these custom firewalls, her company is able to place security in front of the device preventing a hacker from using it as a vehicle to get on the network.
“One thing that makes us fundamentally different from other companies out there is that we sit in front of all of these devices as a shield,” she said. That essentially stops an attack before it reaches the device.
While Breen acknowledges that her approach can add a small bit of latency, it’s a tradeoff that CISOs have told her they are willing to make to protect these kinds of operational systems from possible attacks. Her system is also providing real-time status updates on how these devices are operating, giving them centralized device visibility. If there are issues found, the software recommends corrective action.
It’s still very early for her company, which Breen founded last year. She has raised an undisclosed amount of pre-seed capital. While Perigee is pre-revenue with just one employee, she is looking to add paying customers and begin growing the company as she moves into a wider public beta.
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Luther.AI is a new AI tool that acts like Google for personal conversations
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.
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Latent AI makes edge AI workloads more efficient
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.
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