MAD 2023, PART III: TRENDS IN DATA INFRASTRUCTURE

(note: this is part III of the 2023 MAD Landscape. The landscape PDF is here, and the interactive version is here)

In the hyper-frothy environment of 2019-2021, the world of data infrastructure (nee Big Data) was one of the hottest areas for both founders and VCs.

It was dizzying and fun at the same time, and perhaps a little weird to see so much market enthusiasm for products and companies that are ultimately very technical in nature.

Regardless, as the market has cooled down, that moment is over. While good companies will continue to be created in any market cycle, and “hot” market segments will continue to pop up, the bar has certainly escalated dramatically in terms of differentiation and quality for any new data infrastructure startup to get real interest from potential customers and investors.

Here is our take on some of the key trends in the data infra market in 2023.

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MAD 2023, PART IV: TRENDS IN ML/AI

(note: this is part IV of the 2023 MAD Landscape. The landscape PDF is here, and the interactive version is here)

The excitement! The drama! The action!

Everybody is talking breathlessly about AI all of a sudden. OpenAI gets a $10B investment. Google is in Code Red. Sergey is coding again. Bill Gates says what’s been happening in AI in the last 12 months is “every bit as important as the PC or the internet” (here). Brand new startups are popping up (20 Generative AI companies just in the Winter ’23 YC batch). VCs are back to chasing pre-revenue startups at billions of valuation.

So what does it all mean? Is this one of those breakthrough moments that only happen every few decades? Or just the logical continuation of work that has been happening for many years? Are we in the early days of a true exponential acceleration? Or in the early days of a hype cycle and mini financing bubble, as many in tech are desperate for the next big platform shift, after social and mobile, and the crypto headfake?

The answer to all those questions is… yes.

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My VC Resolutions for 2023

1) Update public profiles: remove any reference to ever having ever liked crypto/web3, deny any rumors that I was claiming to be “down the rabbit hole” less than a year ago, say that I would have “definitely done deep due diligence” on FTX

2) Show thought leadership: tweet incessantly about Generative AI, change my PFP to a Lensa avatar, talk about how GPT-4 is “insanely mind-blowing” (reminder: cold email OpenAI to actually get early access to GPT-4)

3) Add value: advise CEOs to (a) grow at least as fast as before, but also (b) drastically cut all costs. Use terms like “EBITDA” and “FCF” which I just learned about in 2022. It’s all about “responsible growth” now (hint that I always advocated for it, deep down)

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In Conversation with Spencer Kimball, CEO, Cockroach Labs

Cockroach Labs, the ambitious database company with a funny name, has gone from strength to strength over the last few years. Started with three ex-Googlers in 2014, it successfully navigated in its early years the perilous waters of being an early database company that customers need to trust for mission-critical applications. Over time, it’s gained tremendous momentum with a now long list of marquee customers, and was most recently valued at $5B.

In part because we at FirstMark are proud investors in the company, we’ve featured Cockroach Labs several times at Data Driven NYC over the years: in 2014 (video), 2018 (video) and 2020 (video), and it’s been really fun to see their tremendous progress.

It was great to host CEO Spencer Kimball once again and check in on the latest, as well as lessons learned building a successful open source enterprise software company.

We covered a bunch of really interesting things, including:

  • The origins of the company
  • The evolution of the database market from SQL to NoSQL to NewSQL to cloud
  • The current opportunity around serverless
  • Open source license questions
  • Go to market: community led, bottoms up, top down?
  • Who’s the perfect first sales hire for an enterprise software company

Video and transcript below!

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In Conversation with Benn Stancil, Co-Founder, Mode [Video + Transcript]

In addition to his role as co-founder and Chief Analytics Officer of Mode, a leading collaborative data platform, Benn Stancil is a prolific and thought-provoking writer about the broad data space. Over the last couple of years in particular, he’s produced a series of insightful and entertaining posts on his newsletter: https://benn.substack.com/

We had welcomed Benn at Data Driven NYC back in 2019 to talk about Mode (see the video, “The case for hiring more data analysts“), and it was great to have him back from a wide-encompassing conversation where he addressed some of the “sacred cows” of the data world.

One of the most interesting conversations on the space we’ve had recently, highly recommended watch!

Video and transcript below

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BFM Business (French TV) Interview

The only thing better than VC pontification in general is VC pontification *in French*

Thanks Sabrina Quagliozzi and BFM Business for giving me the opportunity to chat about the current state of VC markets on Tech & Co. at the NASDAQ on Times Square.

Certainly a big pull back in venture and growth investing so far this year – the header above says “Markets: after the party, investors have a hangover” (!)… but many reasons to be hopeful, as the long term trends around digital transformation, AI and automation will only accelerate from here.

Also, the NYC tech ecosystem is on 🔥🔥 and a perfect home in the US for European startups

Here’s the video: What’s up New York : Après la fête, les investisseurs ont la gueule de bois – 10/10

Estuary: Building Real-Time Data Pipelines (Data Driven NYC talk)

In a world where everything moves ever faster, it seems inevitable that data infrastructure will need to move sooner or later to a predominantly real-time paradigm. Yet the infrastructure for real-time data is still trailing far behind its batch processing cousin.

Enter Estuary, a real-time data ops platform, in which my firm FirstMark led a large seed round last year. Estuary enables you to synchronize your data products across all your systems (whether databases, SaaS, pub/sub, etc) in real-time, and also to join aggregate, join, or otherwise take action on, your data while in motion. Estuary is not a database – instead it makes your databases real time. It abstracts away the complexity of building real-time, data-intensive applications at scale.

It was a lot of fun to host at Data Driven NYC Estuary’s co-founder and CTO Johnny Graettinger for a fun, approachable and educational talk about the company, its product and the real-time data world.

For more talks like this, subscribe to our channel!

In Conversation with Pascal Gauthier, CEO, Ledger

Since its creation in 2014, Ledger (in which FirstMark is a very proud investor) has rapidly evolved to become one of the key global players in the entire crypto and web3 ecosystem.

Ledger is mostly known as the world’s top provider of hardware wallets. Over 15% of the world’s crypto assets are secured through Ledger Nanos, with more than 4 millions units already sold in 180 countries. 

But Ledger goes much beyond hardware, providing apps and services through Ledger Live, enterprise solutions, and more.

It was great to get a chance to chat with Ledger’s CEO, Pascal Gauthier, in the context of Crypto Driven.

We had a wide ranging conversation, covering in particular:

  • the fundamental benefits of hardware to secure digital assets
  • what core technology exists within a Ledger device
  • Ledger Live, the company’s app and software platform for buying, selling, swaping and staking crypto
  • Ledger Enterprise, the company’s B2B offering
  • Some of the new products announced at Ledger’s bi-annual flagship event, Ledger Op3n, including Ledger Market, a new secure NFT Platform,  and Ledger Enterprise Create, a secure platform for brands to scale their Web3 operations with a key focus on NFTs, giving them the treasury management, NFT creation and ownership capabilities they need.

Below is the video and full transcript.

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Announcing $1B+ in New Funds

Some news: $1B in new funds!

When FirstMark Capital was founded in 2008, the idea that one could build a premier, top-tier venture capital firm out of New York was still largely considered odd, perhaps even delusional.

A barely nascent tech ecosystem, NYC at the time had few startups and even less venture firms, and seemed destined to be forever a distant satellite market to Silicon Valley.

Fast forward to today: NYC has clearly become one of the most exciting and vibrant tech ecosystems in the world.

As NYC tech grew, FirstMark grew with it.

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In Conversation with Tristan Handy, CEO, dbt Labs

In the world of data infrastructure, dbt Labs has undoubtedly been one of the most exciting startups to watch. The company is the creator and maintainer of dbt, a data transformation tool that enables data analysts and engineers to transform, test and document data in the cloud data warehouse. Beyond this, the company is empowering a new generation of data analysts and enabling them to create and disseminate organizational knowledge.

dbt’s CEO, Tristan Handy, is also one of the most thoughtful and interesting CEOs in the space, having played a pivotal role in the emergence of what’s often referred to as the “Modern Data Stack”, a suite of tools and processes that leverage the power of cloud data warehouses to bring data processing to the modern era.

We had the pleasure of hosting Tristan once during the pandemic in 2021 for a great online chat with Jeremiah Lowin, CEO of Prefect. It was a particular treat to welcome back Tristan, this time for our first in-person event since 2020!

Below is the video and full transcript. As always, please subscribe to our YouTube channel to be notified when new videos are released, and give your favorite videos a “like”! Also, if you’re in New York or come visit from time to time, please join the meetup group!

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In Conversation with Krishna Gade, CEO, Fiddler

As enterprises around the world deploy machine learning and AI in actual production, it’s becoming increasingly critical that AI can be trusted to produce not just accurate, but also fair and ethical results. An interesting market opportunity has opened up to equip enterprises with the tools to address those issues.

At our most recent Data Driven NYC, we had a great chat with Krishna Gade, co-founder and CEO of Fiddler, a platform to “monitor, observe, analyze and explain your machine learning models in production with an overall mission to make AI trustworthy for all enterprises”. Fiddler has aised $45 million in venture capital to date, most recently a $32 million Series B just last year in 2021.

We got a chance to cover some great topics, including:

  • What does “explainability” mean, in the context of ML/AI? What is “bias detection”?
  • What are some examples of business impact of “models gone bad”?
  • A dive into the Fiddler product and how it addresses the above?
  • Where are we in the cycle of actually deploying ML/AI in the enterprise? What’s the actual state of the market?

Below is the video and full transcript. As always, please subscribe to our YouTube channel to be notified when new videos are released, and give your favorite videos a “like”!

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In Conversation with Barry McCardel, CEO, Hex

In the ever vibrant world of the “Modern Data Stack” (an ecosystem of mostly young tech startups that represent the rising generation of data software vendors, and integrate well with one another), Hex has been getting increasing visibility and momentum. At its core, Hex is a collaborative data platform where teams can explore, analyze, and share. It aims to bring together the best of notebooks, BI & docs into a seamless, collaborative UI.

The company was founded in 2019 and you raised a total of $73.5 million in venture capital to date, including most recently a $52 million Series B.

CEO Barry McCardel joined us at Data Driven NYC for a deep dive in to the product, the company, the data space and his journey from doing “unholy things in Excel” as a young consultant to building a great startup.

Below is the video and full transcript.

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In Conversation with Meltem Demirors, Chief Strategy Officer, CoinShares

Meltem is one of the most visible and most thoughtful personalities in the crypto / web3 world and it was a real pleasure to welcome her at Crypto Driven.

In addition to running her always entertaining Twitter account, Meltem is Chief Strategy Officer of CoinShares, a digital asset investment firm that manages $4B in assets on behalf of a global client base. She previously played a senior strategic and investing role at Digital Currency Group (in which my firm FirstMark is a proud investor).

We covered some great topics including:

  • The three phases of evolution of the crypto market
  • How crypto is impacting culture
  • Why Bitcoin has a unique place in the pantheon of crypto currencies
  • Why Meltem is a shitcoin minimalist
  • Why Meltem is excited about BitFi (DeFi on top of bitcoin)
  • How crypto venture has been overheated
  • Meltem’s excitemetn about DAOs

Below is the video and full transcript.

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