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Arrikto raises $10M for its MLOps platform

Published November 16, 2020

Arrikto, a startup that wants to speed up the machine learning development lifecycle by allowing engineers and data scientists to treat data like code, is coming out of stealth today and announcing a $10 million Series A round. The round was led by Unusual Ventures, with Unusual’s John Vrionis joining the board.

“Our technology at Arrikto helps companies overcome the complexities of implementing and managing machine learning applications,” Arrikto CEO and co-founder Constantinos Venetsanopoulos explained. “We make it super easy to set up end-to-end machine learning pipelines. More specifically, we make it easy to build, train, deploy ML models into production using Kubernetes and intelligent intelligently manage all the data around it.”

Like so many developer-centric platforms today, Arrikto is all about “shift left.” Currently, the team argues, machine learning teams and developer teams don’t speak the same language and use different tools to build models and to put them into production.

Image Credits: Arrikto

“Much like DevOps shifted deployment left, to developers in the software development life cycle, Arrikto shifts deployment left to data scientists in the machine learning life cycle,” Venetsanopoulos explained.

Arrikto also aims to reduce the technical barriers that still make implementing machine learning so difficult for most enterprises. Venetsanopoulos noted that just like Kubernetes showed businesses what a simple and scalable infrastructure could look like, Arrikto can show them what a simpler ML production pipeline can look like — and do so in a Kubernetes-native way.

Arrikto CEO Constantinos Venetsanopoulos. Image Credits: Arrikto

At the core of Arrikto is Kubeflow, the Google -incubated open-source machine learning toolkit for Kubernetes — and in many ways, you can think of Arrikto as offering an enterprise-ready version of Kubeflow. Among other projects, the team also built MiniKF to run Kubeflow on a laptop and uses Kale, which lets engineers build Kubeflow pipelines from their JupyterLab notebooks.

As Venetsanopoulos noted, Arrikto’s technology does three things: it simplifies deploying and managing Kubeflow, allows data scientists to manage it using the tools they already know, and it creates a portable environment for data science that enables data versioning and data sharing across teams and clouds.

While Arrikto has stayed off the radar since it launched out of Athens, Greece in 2015, the founding team of Venetsanopoulos and CTO Vangelis Koukis already managed to get a number of large enterprises to adopt its platform. Arrikto currently has more than 100 customers and, while the company isn’t allowed to name any of them just yet, Venetsanopoulos said they include one of the largest oil and gas companies, for example.

And while you may not think of Athens as a startup hub, Venetsanopoulos argues that this is changing and there is a lot of talent there (though the company is also using the funding to build out its sales and marketing team in Silicon Valley). “There’s top-notch talent from top-notch universities that’s still untapped. It’s like we have an unfair advantage,” he said.

“We see a strong market opportunity as enterprises seek to leverage cloud-native solutions to unlock the benefits of machine learning,” Unusual’s Vrionis said. “Arrikto has taken an innovative and holistic approach to MLOps across the entire data, model and code lifecycle. Data scientists will be empowered to accelerate time to market through increased automation and collaboration without requiring engineering teams.”

Image Credits: Arrikto

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Founders don’t need to be full-time to start raising venture capital

Published October 21, 2020

“More than 50% of our founders still are in their current jobs,” said John Vrionis, co-founder of seed-stage fund Unusual Ventures.

The fund, which closed a $400 million investment vehicle in November 2019, has noticed that more and more startup employees are thinking about entrepreneurship as the pandemic has shown how much room there is for new innovation. To gain a competitive advantage, Unusual is investing small checks into founders before they’re full-time.

Unusual, which cuts an average of eight checks per year into seed-stage companies, isn’t doling out millions to every employee who decides to leave Stripe. The firm is conservative with its spending and takes a more focused approach, often embedding a member from the firm into a portfolio company. It’s not meant to scale to dozens of portfolio companies a year, but instead requires a methodical approach.

One with a healthy pipeline of companies to choose from.

In an Extra Crunch Live chat, Vrionis and Sarah Leary, co-founder of Nextdoor and the firm’s newest partner, said lightweight investing matters in the early days of a company.

“There were a lot of teams that needed capital to start the journey, but frankly, it would have been over burdensome if they took on $2 or $3 million,” Leary said. “[New founders] want to be in a place where they have enough money to get going but not too much money that they get locked into a ladder in terms of expectations that they’re not ready to take advantage of.” The checks that Unusual cuts in pre-seed often range between $100,000 to half a million dollars.

Leary chalks up the boom to the disruption in consumer behavior, which opens up the opportunity for new companies to win.

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Discuss the unbundling of early-stage VC with Unusual Ventures’ Sarah Leary & John Vrionis

Published October 13, 2020

This year has been everything but business as usual for the venture and tech community. And we still have a presidential election ahead of us.

So, why not listen to the aptly-named experts over at Unusual Ventures? Partners Sarah Leary (co-founder of Nextdoor) and John Vrionis, formerly of Lightspeed Ventures Partners, will join us on Tuesday, October 20 on the Extra Crunch Live virtual stage.

Thanks to all of you who have joined us for our series of live discussions that has included tech leaders like Sydney Sykes, Alexia von Tobel, Mark Cuban and many others (all recordings are still accessible for Extra Crunch subscribers to watch and learn from).

If you’re new, welcome! You’ll have a chance to participate in the live discussion if you have an Extra Crunch subscription.

Unusual Ventures’ investments span the consumer and enterprise space, including companies like Robinhood, AppDynamics, Mulesoft and Winnie.

For this chat, I plan to spend some time talking to Leary and Vrionis about how early-stage venture capital has changed with the rise of rolling funds, community funds and syndicates. Unusual Ventures claims “there’s an enormous opportunity to raise the bar on what seed-stage investors provide for early-stage founders,” so we’ll get into that opportunity as well.

And if we have time, we’ll discuss remote work, building in public and the U.S. presidential election.

So, what are you waiting for? Add the deets to your calendar (below the jump!) and join me next Tuesday.

Details

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Startups Weekly: Diamond-encrusted disruption

Published August 24, 2019

Hello and welcome back to Startups Weekly, a weekend newsletter that dives into the week’s noteworthy startups and venture capital news. Before I jump into today’s topic, let’s catch up a bit. Last week, I wrote about the flurry of IPO filings. Before that, I noted the differences between raising cash from angels vs. traditional venture capitalists.

Remember, you can send me tips, suggestions and feedback to kate.clark@techcrunch.com or on Twitter @KateClarkTweets. If you don’t subscribe to Startups Weekly yet, you can do that here.

What’s new

Venture capitalists look for companies poised to disrupt markets untouched by innovative technology. Believe it or not, a very small percentage of jewelry shopping is done online, which means there’s a big opportunity — for the right team — to bring jewelry buyers and sellers to the 21st century.CVC Stones 02

Enter Pietra, a new startup that’s just raised $4 million in a round led by Andreessen Horowitz’s Andrew Chen (Substack & Hipcamp investor). Robert Downey Jr.’s VC fund Downey Ventures and Will Smith’s fund Dreamers Fund also participated, as did Hollywood manager Scooter Braun, Michael Ovitz and supermodel Joan Smalls.

I spoke to the founding team, which includes Uber alum Ronak Trivedi and Ashley Bryan, who hails from fashion e-commerce site Moda Operandi. The pair bring a healthy mix of technology and fashion expertise to the mix. Trivedi tells TechCrunch he’s drawn on his Uber experience to recruit engineers from top tech companies and to advocate for fast growth. Meanwhile, Bryan has leveraged her fashion industry connections to establish relationships with luxury designers.

 “Fashion is typically really under-resourced in terms of tech,” Bryan tells TechCrunch. “[The fashion industry] is great at the creativity part but it’s tough, especially with jewelry because you really have to put up a lot of capital.”

Pietra’s plan is to create a high-end marketplace for consumers to connect with jewelry designers. To do this, the team has adopted the standard marketplace approach, taking a 30% marketplace fee from sellers, as well as a 7% fee from buyers commissioning jewelry on the platform.

“Whether you do custom jewelry or engagement jewelry or you do jewelry for celebrities like Drake, you can come on Pietra and connect with a global marketplace,” says Trivedi.

The jewelry market is expected to be worth more than $250 billion by 2020, according to McKinsey research. And where there’s a billion-dollar market, there are VCs. 

“Even though gemstones and jewelry have been at the center of art, commerce, and culture since the dawn of human civilization — going from stone jewelry created 40,000 years ago in Africa to the trade routes between East and West to Fifth Avenue in New York to the Instagram feed on your phone — the technology for discovering, designing, and purchasing jewelry online hasn’t evolved much at all,” writes a16z’s Chen, who overlapped with Trivedi during his Uber tenure.

Pietra completed its official launch this week. It has 100 designers on the platform and counting, along with what the founders say is a lengthy waitlist.

hands signing check 1

In other news

This week I published a long feature on the state of seed investing in the Bay Area. The TL;DR? Mega-funds are increasingly battling seed-stage investors for access to the hottest companies. As a result, seed investors are getting a little more creative about how they source deals. It’s a dog-eat-dog world out there and everyone wants a stake in The Next Big Thing. Read the story here.

Demo Day

Y Combinator graduated another batch of 200 companies this week. We were there both days, taking notes on each and every company. To make things easy on you, I’ve put together the ultimate YC reading list:

Here’s a look at some of the profiles we’ve written on the S19 companies:

Listen

We recorded two great episodes of Equity, TechCrunch’s venture capital podcast, this week. The first was with YC CEO Michael Seibel, in which he speaks to trends at the seed stage of investing, changes at the accelerator program, including its move to San Francisco and more. You can listen to that one here. Plus, we had on Unusual Ventures co-founder and partner John Vrionis, who talked to us about direct listings versus IPOs and the future of DoorDash and Airbnb. You can listen to that one here.

Equity drops every Friday at 6:00 am PT, so subscribe to us on Apple Podcasts, Overcast and Spotify.

Tips for B2B startups

Contributors Tyler Elliston and Kevin Barry share advice for B2B companies: “Over the years, we’ve seen a lot of B2B companies apply ineffective demand generation strategies to their startup. If you’re a B2B founder trying to grow your business, this guide is for you. Rule #1: B2B is not B2C. We are often dealing with considered purchases, multiple stakeholders, long decision cycles, and massive LTVs. These unique attributes matter when developing a growth strategy. We’ll share B2B best practices we’ve employed while working with awesome B2B companies like Zenefits, Crunchbase, Segment, OnDeck, Yelp, Kabbage, Farmers Business Network, and many more.” Read the full story here. (Extra Crunch membership required.)

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