The story behind the investment in AIDOC 

  • By TLV Partners
  • 27 Apr, 2017

TLV Partners believes that Artificial Intelligence is quickly making its way into the realm of modern healthcare, presenting an exceptional opportunity for startups. AI systems that use deep learning will change the healthcare industry in an unprecedented way. aidoc has achieved a major breakthrough in deep learning applications for the CT/MRI image processing market.                                                                                                                                                                                                                                           

After a half-decade of quiet advancments in artificial intelligence (AI), 2016 was a turning point in AI. Computers are now smarter and learning faster than ever. The timing of this progress is no coincidence, rather it comes as a result of several coinciding market factors.

Take image recognition for example. Recent advancements in this field can be traced back to a team of University of Toronto researchers, who won the world’s top image-recognition competition in 2012. That team was eventually recruited by Google, and its approach, which relied on a technique called deep learning (a subset of AI), was quickly adopted by the company. In a short period of time image recognition systems based on deep learning have become much more accurate; test error rates are down to about 5%, roughly on par with a human’s performance.

Another major milestone in AI was the open sourcing of deep learning frameworks. Take Tensorflow by Google for example. Tensorflow is a deep learning framework used to build and train neural networks. It has quickly become the most commonly used framework for developing deep learning applications, and democratized deep learning technology for engineers around the globe. The below graph indicates the size of the Tensorflow community in comparison to other popular deep learning frameworks.
Powering the above advancements is cloud computing infrastructure. Deep learning techniques require a tremendous amount of compute resources which can weigh a heavy toll on startups and enterprises alike. The past decade has seen computational resources quickly become more powerful and affordable, with the ability to process complex information,enabling even the smallest of teams to build robust applications.

The final piece of the puzzle is the widespread availability of large digital datasets. The amount of available digital data is growing rapidly, doubling approximately every two years. This, paired with new and affordable software tools to manage data is enabling developers to train their neural networks effectively and at scale.
The above four factors, advancements in AI by leading technology companies, the open sourcing of AI technology, the decrease in the price of compute power and the availability of digital data has set the scene for significant innovation through AI across several traditional industries. One such industry that could greatly benefit from the above advancements is the healthcare industry.

As Healthcare information becomes more accessible and cloud services are adopted by the healthcare market, levels of interoperability and collaboration are seeing the rise of services that were once unimaginable.

Within this context, we were thrilled to meet three brilliant entrepreneurs, Elad, Guy and Michael, with extensive experience in deep learning who chose to tackle a major pain in the medical imaging AI market. To date, Aidoc has already developed several significant breakthroughs in AI technology that serve as the backbone of their unique product.
Image processing in healthcare grabbed our attention a while ago for two main reasons:
Firstly, the amount of digital data is growing exponentially as CT and MRI scans become common practice within the diagnostic process.
Secondly, as the number of scans dramatically increase, the growth in the number of radiologists available to analyze these scans has not kept pace. Evidence of this can be seen as far back as 1998 when the American College of Radiology (ACR), the largest placement service in diagnostic radiology, documented 1.3 job listings per job seeker and just two years later, witnessed the ratio grow to 3.8 listings per job seeker, an almost a 200% increase. Spurred by the need to operate more efficiently and productively, we believe that medical imaging facilities will increasingly turn to AI for help, and will actively seek out technologies to help automate their workflow.

Another challenge we came across while researching this market, is the healthcare industry's general sensitivity to the adoption and implementation of new software systems. Although many segments could potentially use AI as way to enhance their processes only a few are currently structured enough to enjoy it; CT and MRI image processing is one of them.
During the due diligence process with aidoc, we were not only impressed by the high quality of the team but also with the company’s solution that is designed to seamlessly integrate within the radiologists’ workflow. By the end of the process and after talking to numerous radiologists who tested the solution, we were convinced aidoc has a real potential to lead this market.
Last but not least, we were captivated by the founders, all of whom are exceedingly intelligent, humble and hard workers. They have a collaborative and transparent approach which is exactly what we are looking for in our entrepreneurs. For us, every investment is the beginning of a journey with unexpected turns and obstacles, one that we would never set out to without feeling fully confident in our partners.

We are excited to announce our new investment in aidoc! We wish Elad, Michael, Guy and Gal good luck!

TLV Partners Blog

By TLV Partners 11 May, 2017
By Rona Segev
By TLV Partners 27 Apr, 2017
After a half-decade of quiet advancments in artificial intelligence (AI), 2016 was a turning point in AI. Computers are now smarter and learning faster than ever. The timing of this progress is no coincidence, rather it comes as a result of several coinciding market factors.

Take image recognition for example. Recent advancements in this field can be traced back to a team of University of Toronto researchers, who won the world’s top image-recognition competition in 2012. That team was eventually recruited by Google, and its approach, which relied on a technique called deep learning (a subset of AI), was quickly adopted by the company. In a short period of time image recognition systems based on deep learning have become much more accurate; test error rates are down to about 5%, roughly on par with a human’s performance.

By TLV Partners 02 Mar, 2017

We are pleased to share with you our glossary of must know terms that all entrepreneurs should understand. Founding a start-up is a significant undertaking, knowing the basics is the best place to start! 

Good luck!

By TLV Partners 07 Feb, 2017
Not long ago, I was invited to an event held by one of the world’s leading investment firms. The similarities between most people in attendance were uncanny: powerful men, wearing suits worth thousands of dollars, and watches that probably cost a small fortune. Not surprisingly, the atmosphere surrounding the event was almost a cliche of how powerful men talk and behave.

Throughout the day, many panels on doing good business were held, and each speaker shared their version of proper behavior when investing. Most of the ideas revolved around taking good opportunities, and aggressively attacking them. For example, one speaker said that the first thing he does when investing in a company, is getting rid of all the members of management, and appointing members of his own.

But then, someone different took the stage. He was head of one of the smaller firms in attendance (still in the billions, though), and from the minute I saw him, in his modest-looking tweed blazer, he attracted my attention. When asked what he thought is the most important aspect of business, he used a word that was previously not uttered that day: “Nice.”

“To me,” he said (and I’m paraphrasing), “as important as it is to find good opportunities, being decent and nice to the entrepreneurs you work with, is no-less important.” The room fell to silence. An air of contempt was felt, as he calmly continued to explain the reasoning behind his word-choice. “Being nice is good for your business, great teams will want to work with you, will be willing to give you better terms - not to mention that you all benefit from the pleasant atmosphere. It’s important to me that if my kids meet someone I do business with, they would hear: ‘your dad is a really good guy.’”

I was in awe of this man. There he was, in a proverbial shark tank, surrounded by these corporate warriors, discussing the importance of being nice. What really impressed me was the fact that he wasn’t hesitant or apologetic, and showed as much confidence as any other speaker there, while presenting his rare business philosophy. In an ocean of forceful language, he was an island of calmness. As powerful as all the other men in the room were, in my eyes, he was the bravest speaker there.

I admire people who are not afraid to do things their way. If there’s something I’ve learned in my many years in the field of venture capital, it’s that there’s no one way to succeed. So many of us in the industry yield to these notions of power, and forceful language, and forget that things could be done differently. I think the most important thing I took from this event is the notion that, when you’re good at what you do, you can be successful without having to give up on what you believe is right. When doing business, it is important to be assertive, make good decisions, and take advantage of good opportunities - but you could still be “nice” when doing so.

By TLV Partners 13 Dec, 2015
By Eitan Bek and Roy Leiser
By TLV Partners 04 Dec, 2015
They will be joined in the round by hi-tech entrepreneurs Michael Fey, President and COO of Blue Coat Security; Giora Yaron former Chairman of Mercury and Boaz Chalamish, former SVP and GM of VMWare.

Scalock was founded in 2015 and has 10 employees. The company develops SaaS security solutions for virtual containers (e.g. Docker). Scalock’s product provides protection and security against internal and external threats to container-based applications and micro-services, and a complete access control mechanism to monitor and enforce security for virtual containers in run-time. The company plans to use the funds raised to establish its presence in the US.

Dror Davidoff and Amir Jerbi the founders of Scalock, are both seasoned Entrepreneurs with an extensive background in the hi-tech industry. Davidoff was the CRO at Clicktale, and EVP of Sales at Sentrigo and Cyvida. Amir was principal software architect at CA Technologies and led the development of virtualization technologies and cloud environments for CA’s ControlMinder product line.

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By TLV Partners 04 Nov, 2015
Pitching to VCs is much more than just going over a presentation. Your presentation can help you better articulate yourself, but even the best presentation can’t compensate for interpersonal mistakes. One of the common mistakes founders make in the first pitch is to cover as many aspects of their business as possible, instead of focusing on a small set of the best selling points. The purpose of the first pitch is to ignite interest and to convince the VCs it is worthwhile to start a due diligence process. You will have enough time to go over all aspects of your business if successful.

Some Do’s and Don'ts of Pitching to VCs:

  • The presentation should be short and clear. The VC is trying to digest the main aspects of your business in a short timeframe, not to become an expert in your technology or market.

  • Don’t come alone, VCs don't like sole founders. They look at it as a sign that the Founder is either failing to attract talent or afraid of strong people around him/her.

  • The team is one of the strongest selling points you have, assemble top notch professionals and let them present some of the slides. It is extremely unattractive to have the CEO present while the other team members sit quietly during the whole meeting.

  • Solve your team conflicts before you start fundraising, and never reveal them during your pitch.

  • Invest time in sizing your market. As a rule of thumb, the VC is looking for companies that have the potential toexceed$1B in value in a few years. We are looking for a market size of at least $700M-$800M, so come prepared with all the necessary data to prove your market size. Your ability to find the correct data and do the math right is also being assessed.

  • Validate your market - you don't need millions of dollars in your bank account to call potential customers and set validation meetings. Fundraise after you have at least 5-6 potential customers who are willing to talk to VCs and be your design partners.

  • Prepare a prototype to demonstrate your product. They say a picture is worth a thousand words; a demo is worth a million.

  • Surprisingly enough, most investors will spend a lot of the time on your projected financials even though everyone understands that Excel can tolerate any assumption. It is important that you look at comparables in your industry and fully understand revenue growths, expected costs and all business model assumptions.

  • Do some basic research on the VC and their portfolio before you set a meeting. Discovering ten minutes into the meeting that the VC just invested in your direct competitor is frustrating and embarrassing.

  • Don’t become defensive. The VC may ask you some tough questions or argue with your assumptions. Dealing calmly with the challenge will impress the VC; becoming defensive will end the meeting promptly.

  • Come to the meeting open minded and be prepared to learn. VCs usually invest in one out of every 100 companies they asses. You can benefit from the meeting even if you don’t get the funding.

  • Regarding valuations - how much you should aim to raise and how to deal with the valuation negotiation - the best advice here is to follow the norm, which may change with market conditions. For example, if good A round companies in 2015 are raising an average of $4m-$5m for 33% of the company, you will need a good reason why you are raising only $2M, or $8M, or why your valuation is much lower or higher. Unless you have a good reason, you will be viewed as either desperate or out of touch with reality.

  • Last advice - unless you have a clear indication that you are about to receive a term sheet from other VCs, try not to share too much information. You can safely assume that the VCs all know each other and will share information with one another. 

Feel free to ask us questions, we are happy to help.

Good Luck!

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By TLV Partners 02 Oct, 2015
By Rona Segev
By TLV Partners 02 Sep, 2015

Application virtualization or containers is seriously threatening the dominance of traditional OS level Virtualization. In a Survey done by ETR, Docker is growing faster than anything ever seen in history of ES. In fact, as of April 2015 Docker was at 97% usage and purchasing intention by enterprises.

The numbers for Docker’s project growth stats are shocking as well. In the past year alone, the project has experienced a 183% increase in contributors, 515% growth in projects on GitHub, and an astounding 18,082% spike in container downloads.

Container technology was in use for years, with companies like google using it in their data center for the last decade, but then came Docker. Docker is an open source project that automates the deployment of applications inside software containers. Docker did something simple butrevolutionary: they automated and massively simplified the whole process. in simple language, Docker is a tool that can package an application and its dependencies in a virtual container that can run on any Linux server. Unlike full virtual machines though, a Docker container does not include a full virtualized OS, but rather shares the OS of its host.

The Eco-system around containers is developing quickly. Docker has done fantastically at making containers appeal to developers, and the next stage is to disrupt production. Many small companies are using containers already on public clouds, but in order for containers technology to seriously threaten OS level virtualization, some components are still missing. Partly because the eco-system around containers is still very young, but also because containers are a different animal, and new technologies need to be developed in order to solve the regular issues in developing, testing, deploying, managing, monitoring and securing containers. There is plenty of room for innovations in this space, although many areas are already covered by startups.

Webelievethat we are at the beginning of a real disruption in the virtualization world, and that containers arequickly going to becomethe preferred environment to run an application. Areas in which we are interested are: networking, storage and security for containers. If you are developing something around containers, please give us a call; we would love to learn more.

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By TLV Partners 01 Sep, 2015
The first step in any journey is often challenging and exciting. Your first idea, your first startup, your first investment, your first hire... even your first blog post. So - welcome.

We launched TLV Partners in 2015 after working together for ten years as General Partners. During that time, we identified a significant gap in A-round funding for Israeli startups. We noticed that many founders manage to successfully raise seed funding, but struggle to find the financial support to raise the A-round. As firm believers in innovation and the importance of making an impact right from the first steps, we decided to take the plunge and set up our own fund with an A-round focus.

We are committed to doing things differently; we make fast decisions in a friendly and open manner and work with entrepreneurs to achieve the greatest potential outcome.

Who We Are Looking For
First and foremost, we are looking for entrepreneurs that are passionate about what they do and are true team players. We are looking for “Game Changers” – technologies that make our jaws drop, even after all these years seeing great companies.
We get excited by startups that are changing the way things work, the way people think and the shape of our future.

Entrepreneurs Matter To Us
We look to truly partner and get involved with the startups we invest in. VCs are often too focused on themselves and lose sight of their role in assisting the entrepreneurs. We see the entrepreneur as the center of the investment, not the VC - it’s your idea; we are just here to help you make it happen. Entrepreneurs are an inseparable part of our fund – your opinions are of great value, your wins are our wins, and your losses are our losses. We value talent, honesty and friendship, and believe that our entrepreneurs deserve no less.

All Hands on Deck, Literally
Of course, we aren’t just about offering funding and sending you on your way. We take a very hands-on approach with our portfolio companies, standing by them through the good and the bad. We help entrepreneurs create the ideal “product/market fit” and gain the initial market traction they need to succeed.

With strong roots in Silicon Valley , we understand that relocating to San Francisco is often key in taking your company to the next level. We also understand that relocating your business and your family isn’t easy. That’s why we help to facilitate the process and ensure the transition is as smooth as possible. This includes everything from finding office space, opening doors and business development, to fundraising and recruitment.

Being part of the community is a strong contributor to the success of a startup. We work closely with leading angels and entrepreneurs in the hi-tech ecosystem in Israel and Silicon Valley to ensure you have the resources you need. All of our companies, past and present, remain an integral part of our fund and are there to provide support for our newly funded companies.

Being part of the startup community means that we are all here to help each other. Follow our blog as we share with you our experiences and insights on building success in today’s hi-tech ecosystem.

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