Sony Pixel Power calrec Sony

The Starting Line

07/02/2022

A post by Cack Wilhelm

There is a Silicon Valley maxim often shared with entrepreneurs entering their public debut: the IPO is not the conclusion. It is the start of life as a publicly-traded company.

My promotion to General Partner at IVP feels similar. It's every bit the culmination of my career to date, and the start of a new chapter.

I began my career in venture after working in enterprise sales roles at the data infrastructure companies Oracle and Cloudera. While my professional interests have expanded, my early affinity for investing in this sector has only deepened. As I look ahead, here are a few ideas I'm considering in the field of data infrastructure:

Best of Breed

AWS will take a page from Amazon (Retail): At a $71B+ run rate, AWS can't be the best at everything, a fact that even the company itself might concede. For instance, while AWS has both a Snowflake and a Databricks equivalent, it hasn't prevented either Snowflake or Databricks from growing into many-billions in enterprise value. AWS has already moved from what was once a competitive stance (where re:Invent announcements were feared), to one of co-opetition. I predict that AWS will continue in this direction as it moves toward a position that is outwardly cooperative. A perfect example of this is Amazon.com which started as a marketplace that sold first-party goods almost exclusively and today generates more than 50% of retail sales from third-party sellers.

It pays to fit-in: Outside of the big cloud platforms, each software vendor is increasingly required to integrate with ecosystem partners or adjacencies in order to reduce any friction to adopt. The value of intra-platform integration will decline as the possibility and prize for being best-of-breed increases. In my experience moving from a sales role at a company with a 13-page product sheet (Oracle) to one with a single SKU (Cloudera), I learned an appreciation for the broader ecosystem and the requirement to fit-in.

Web3 Infrastructure

Web3 infrastructure, or infra3, remains in its beginnings. The ecosystem still needs abstractions and modularity, specific and discrete building blocks atop the blockchain protocols, as well as the ability to connect each distinct block together.

Meeting with founders and researching companies in web3 and infra3 brings me back to my first days in venture circa 2013. Then, I knew a passable amount about data and data infrastructure from prior jobs. I remember leaving meetings with more questions than answers and obscure acronyms scribbled in the margins of my notepad for review.

I'm back there again today, only now, it's the margins of my Notion doc that are filled. This time, I'm better prepared: equipped with the knowledge from investing in data infrastructure over the past eight years. Crypto, after all, is just another type of database: a chain of blocks, a historical log, albeit of a different sort - one with a consensus protocol and a shared incentive structure.

As I find myself moving between the familiarity of web2 and the unfamiliar world of web3, I've come up with a few hypotheses:

Standardization will happen quickly. While there is plenty of Twitter debate regarding the future and efficacy of web3, it matters not for my purposes: if cryptocurrencies, NFTs, and web3 remain self-referential and exclusively focused on crypto use-cases, each application still requires underlying technology.

If Amazon Web Services offers more than 200 first-party services, the web3 ecosystem might have 20. Compute, storage, and wallets/identity are mostly resolved, but I predict near-term standardization around primitives for messaging, multi-chain wallets, oracles, monitoring, analytics, and security.

Building blocks will be built as byproducts. Just as Slack arose as a byproduct of the online game Glitch, I expect we'll see similar instances in the build out of web3. Web3 developers will set out to create games and dapps, only to realize that many of the dependencies have yet to be built. (Good examples of this are Dapper Labs or Immutable.)

Analytical capabilities: It still feels like we're in the early innings of web3's analytical capabilities. Blockchains store data and handle state but they are dissimilar from databases in not indexing the data, making it difficult to use as a result. We can query the blockchain, and we can reference others' work for analytics, but building up one's own analytical capabilities is still hard, especially for more complex queries. As more and more business cases become clear, solutions will likely follow.

Modern Data Stack

The Snowflake Effect: The demonstrable performance and enterprise value of Snowflake has reinforced data and cloud infrastructure's place on the map and resized the price (up). The extreme wealth generated for investors and employees alike re-cut the math, to where a 0.05% employee grant or a 4% investor stake seem worthwhile. Snowflake solves the question of where to store and process the data; I anticipate that we will see further innovation in moving data in, out, and between these data stores, and in software to observe and confirm that the data pipelines are accurate.

Persona sprawl: We will see a broadening of analytical infrastructure offerings, focused increasingly on data-driven business teams and software developers, on sub-second response times, and on production answers for end-users.

New(er) databases overcome inertia: Database evolution seems to take decades not years, but for a handful of emerging databases, those years are behind us. I anticipate that 2022 will be a break-through year for long-developed databases, whether they are time-series, serverless, NewSQL, or analytical. Having sold Oracle databases for a living, I remain partial to the Oracle database, but eve
LINK: https://www.ivp.com/news/blog/the-starting-line/...
See more stories from ivp

Most recent headlines

06/10/2025

France Tlvisions Wins Prestigious 2025 EBU Technology & Innovation Award in Groundbreaking Collaboration with Dalet

France T l visions, France's leading broadcaster, has received the 2025 EBU ...

04/09/2025

Monumental Sports & Entertainment and Dalet Win Prestigious 2025 NAB Show Project of the Year Award

Monumental Sports & Entertainment (MSE), in collaboration with Dalet, has been a...

23/08/2025

Imagine Communications Introduces SNP-XS at IBC2025

At IBC2025 (12-15 September, RAI Amsterdam, stand 1.B73), Imagine Communications is expanding its Selenio Network Processor (SNP) line with the launch of SNP-X...

23/08/2025

TSL Drives Interoperability at IBC2025

At IBC2025, TSL will introduce a series of workflow-driven enhancements across its control, audio monitoring, and power distribution solutions, engineered for i...

23/08/2025

Growing demand for the Lightware Taurus Smart Dock as hyb...

Budapest, Hungary, August 2025 - Lightware, industry leaders in signal management, have seen growing demand for their Taurus Smart Dock since its launch in Janu...

23/08/2025

Wurl Appoints New CEO

PALO ALTO, Calif. The streaming technology solutions provider Wurl has named Dave Bernath as its new chief executive officer....

23/08/2025

Newsmax CEO Blasts Efforts to End Ownership Caps

WASHINGTON Newsmax founder and CEO Christopher Ruddy has come out against reducing broadcast ownership caps in a filing with the Federal Communications Commissi...

23/08/2025

$2.2 Million Donation Fuels Next Phase of Berklee Bridge

$2.2 Million Donation Fuels Next Phase of Berklee Bridge The anonymous gift will amplify the impact of the student success initiative built to support student...

22/08/2025

Utah Scientific Releases NBOSS Software-Based NMOS Control Solution for Hybrid SDI/IP Workflows

Utah Scientific Releases NBOSS Software-Based NMOS Control Solution for Hybrid S...

22/08/2025

Lurker Simmers With Tension As Idol Worship Turned Sour

(L-R) Writer-director Alex Russell, Th odore Pellerin, Archie Madekwe, and Havana Rose Liu on stage for the premiere of Lurker at Eccles Theater in Park City....

22/08/2025

Spotify and Stray Kids Celebrate KARMA With An Immersive Spotify STAYdium Experience

The wait is over: Stray Kids return with their fourth full-length album, KARMA. ...

22/08/2025

Spotify and Royel Otis Team Up on a Special hickey' Album Release Show for Top Fans

With their new album, hickey, out now, Aussie indie darlings Royel Otis decided ...

22/08/2025

Studio Upgrade: MixedbyEL on Moving to the Apogee Symphony Studio

We recently spoke with MixedbyEL, a rising force in the world of audio engineering, celebrated for his dynamic work in rap, R&B, and pop. From his early days re...

22/08/2025

BitFire Launches Live Master Control in the Cloud

BitFire (bitfire.tv), a leader in software-defined live production and IP transmission, today announced the addition of cloud-based live master control capabili...

22/08/2025

Utah Scientific Releases NBOSS Software-Based NMOS Contro...

Utah Scientific today announced NBOSS, a new software-based control solution designed to streamline the management of NMOS-compliant devices in hybrid SDI/IP en...

22/08/2025

Amagi 15th Global FAST report reveals how live content is...

Amagi, a cloud-based SaaS technology solutions provider for broadcast and streaming TV, today announced the release of its 15th Global FAST Report, offering ins...

22/08/2025

Hitomi MatchBox Technology Deployed by ORF for Major SMPT...

Hitomi Broadcast, the market leader in audio/video alignment and latency solutions, announces that ORF ( sterreichischer Rundfunk), Austria s national public br...

22/08/2025

This Berklee Program Turns Class Projects into Career Breakthroughs

This Berklee Program Turns Class Projects into Career Breakthroughs Experiential Design Lab students take on creative briefs from Red Bull, Disney, and more, ...

22/08/2025

Report: FAST Channels Need More Live Content to Succeed

NEW YORK Although FAST channels are becoming ever more omnipresent in the streaming universe, the vast majority of them will need to start providing more live c...

22/08/2025

Magnite, Acxiom Announce Integration

NEW YORK Independent sell-side advertising company Magnite today announced an integration with Acxiom, the connected data and technology foundation of global ad...

22/08/2025

Six Scripps Channels Launch on Peacock

CINCINNATI The E.W. Scripps Company has announced that six of its channels are now streaming as part of Peacock's 24/7 channel offering and are available to...

22/08/2025

ESPN Launches ESPN Unlimited Streaming App

ESPN launched today its new direct-to-consumer streaming service and a set of new features on an enhanced ESPN App, making ESPN's full suite of 12 networks ...

22/08/2025

FCC Deletes More Rules

WASHINGTON The Federal Communications Commission is once again pressing the delete button as part of its Delete, Delete, Delete regulatory initiative to remov...

22/08/2025

Solid State Logic to Introduce IP-Native Stagebox at IBC2025

OXFORD, U.K. Solid State Logic will unveil its System T plug-and-play IP-native MPL 16-8 stagebox offering cost-effective connectivity for touring flypack and i...

22/08/2025

Fox Officially Launches Fox One

NEW YORK and LOS ANGELES Fox Corporation has officially launched Fox One, a new streaming service that brings together the full portfolio of Foxs sports, news a...

22/08/2025

Inside NVIDIA Blackwell Ultra: The Chip Powering the AI Factory Era

As the latest member of the NVIDIA Blackwell architecture family, the NVIDIA Blackwell Ultra GPU builds on core innovations to accelerate training and AI reason...

22/08/2025

Brassic rides out in style as Sky drops trailer for acclaimed Original comedy

Friday 22 August 2025 To view this content, please enable our use of cookies. To do so, click Privacy Options below and Accept All Privacy options The Brassi...

22/08/2025

Starr Parodi and Jeff Fair rebuild studio life with help from Focusrite and ADAM Audio following devastating L.A. wildfire loss

Starr Parodi and Jeff Fair rebuild studio life with help from Focusrite and ADAM...

22/08/2025

Hot Topics at Hot Chips: Inference, Networking, AI Innovation at Every Scale - All Built on NVIDIA

AI reasoning, inference and networking will be top of mind for attendees of next...

22/08/2025

Women's Rugby World Cup 2025 on RT

Join Jacqui Hurley as she leads RT 's television coverage of the Women's Rugby World Cup 2025, with reporting from the Irish camp by Clare MacNamara. Co...

21/08/2025

Amra and Spotify Strike a New Multi-Territorial Direct Licensing Agreement

Spotify and amra, the world's first and only global digital licensing collection society, have entered into a direct multi-territorial, multi-year licensing...

21/08/2025

Spotify Takes Instagram Sharing to the Next Level with Audio Previews and Real-Time Listening Notes

Spotify is making it easier than ever to connect with your friends on Instagram ...

21/08/2025

Spotify Brings Romantasy to Life With Our Dark and Mysterious Forbid-Inn Audiobooks Experience

From enemies-to-lovers banter to star-crossed soulmates battling curses, romanta...

21/08/2025

Statement on Acting Managing Director arrangements at SBS

Statement on Acting Managing Director arrangements at SBS 21 August, 2025 Insights & articles The SBS Board of Directors has today confirmed it will appoin...

21/08/2025

L3Harris Expands Florida Facility to Support America's Golden Dome

L3Harris Technologies Chair and CEO Christopher E. Kubasik speaks at the opening of the 94,000-square-foot satellite integration and test facility. The company ...

21/08/2025

Clear-Com Connects the Desert Across Coachella and Stagecoach 2025

eds3_5_jq(document).ready(function($) { $(#eds_sliderM519).chameleonSlider_2_1({ content_source:......

21/08/2025

Imagine Communications to Debut SNP-XS at IBC2025

DENVER At IBC2025, Sept. 12-15 at the RAI Amsterdam, Imagine Communications will introduce the SNP-XS, a versatile addition to its Selenio Network Processor (SN...

21/08/2025

BitFire Launches Live Master Control in the Cloud

HUDSON, Mass. BitFire, a provider of software-defined live production and IP transmission, today announced the addition of cloud-based live master control capab...

21/08/2025

Gray Media to Launch New Hyper-Personalized Video Streaming Service

ATLANTA Gray Media has laid out plans for launching a new cutting-edge, hyper-personalized streaming platform that will start going live in Grays markets in Jan...

21/08/2025

Chyron Partners with Asport for Live Sports Production and Distribution

NEW YORK and ZURICH Chyron, a provider of broadcast graphics and live production solutions, has announced a partnership with Asport, a leading sports tech innov...

21/08/2025

swXtch.io to Debut SRTx Gateway at IBC2025

NEW YORK swXtch.io has amplified its support for SRT workflows with a new specialized gateway solution primarily targeted at the live event market. To be introd...

21/08/2025

Rise Academy Revives 4K Charity Run for IBC 2025

AMSTERDAM Rise Academy, the charity dedicated to delivering practical media technology experiences, careers resources and sharing work experience opportunities ...

21/08/2025

Carr Names a New Special Assistant

WASHINGTON FCC Chairman Brendan Carr announced the appointment of Courtney Cowper as a special assistant in his office. As a special assistant in the Office of ...

21/08/2025

Live Media Group Debuts New IP-based REMI Production Truck

COLUMBUS, Ohio Live Media Group has launched its latest mobile production unit, the MU-28, which is a SMPTE 2110-7 IP-based truck built specifically for remote ...

21/08/2025

Sling TV Launches Sling Select

ENGLEWOOD, Colo. Sling TV has launched a new offering called Select that provides a package of cable channels for $19.99 a month....

21/08/2025

Viant and Wurl Partner on Scene-Level CTV Targeting and Measurement

IRVINE, Calif. CTV and programmatic ad provider Viant Technology Inc. has announced a new integration of its DSP with Wurl that provides advertisers with scene...

21/08/2025

Marshall Electronics to Show New PTZ Camera at IBC2025

TORRANCE, Calif. Marshall Electronics will highlight several new products at IBC2025, including the CV612 PTZ camera, RCP Plus camera controller and VMV-402-3GS...

21/08/2025

SVG New Sponsor Spolight: MyCaseBuilder's Steve Holand on Creating Custom Cases for Everything From Cameras to Championship Trophies

SVG New Sponsor Spolight: MyCaseBuilder's Steve Holand on Creating Custom Ca...