Music Tech CEO Troy Carter on Predicting Hits and Music's Future

Sam Blake

Sam primarily covers entertainment and media for dot.LA. Previously he was Marjorie Deane Fellow at The Economist, where he wrote for the business and finance sections of the print edition. He has also worked at the XPRIZE Foundation, U.S. Government Accountability Office, KCRW, and MLB Advanced Media (now Disney Streaming Services). He holds an MBA from UCLA Anderson, an MPP from UCLA Luskin and a BA in History from University of Michigan. Email him at samblake@dot.LA and find him on Twitter @hisamblake

Music Tech CEO Troy Carter on Predicting Hits and Music's Future

Troy Carter, 48, knows the modern music business well. The Philadelphian-turned-Angeleno has managed Lady Gaga, John Legend and Eve, and formerly led creator services at Spotify. Carter, who also oversees the entertainment assets of the late artist Prince, has been an advocate for artists and called for greater artist-ownership of their copyrights.

In early 2019, Carter launched Q&A with longtime collaborators Suzy Ryoo and J. Erving. The music-tech company aims to help artists and labels navigate everything from royalty payments to creating hit music through a combination of services and software. One of its first moves was to merge with Erving's Human Re Sources, a distribution and label services company that Sony acquired this December. But its most-watched move is a tech spin on talent management, including a new product that uses music enthusiasts and AI to test whether songs can become hits.


Earlier this month, the company launched Venice Innovation Labs, a division that's developing the predictive software, along with another product to help record labels distribute music, manage their artist roster and keep track of financial splits and payments. It counts Grammy-nominated Ant Clemons and Baby Rose among its early clients.

Carter has been an active early-stage tech investor through his angel fund, AF Square, which has invested in Spotify, Dropbox and Uber, along with L.A.-based PlayVS, FazeClan, Blavity and Thrive Market.

dot.LA caught up with Carter to talk about the future of the music industry and how technology is continuing to shift its balance of power.

What do you see as the main problems facing the music industry?

Artists have more options now than they've had in the past because of technology and capital sources. Before, the types of deals were limited, because it was essentially one capital source: record labels. That's no longer the case. Technology has created lower barriers to entry. Artists can release music on their own and they can start building buzz. If I was starting a label today, I would be looking at: how do I future-proof my label before I get disrupted by other models? Even if labels got a perpetual piece of the revenue stream, if the ownership and control of those rights went back to the artist as the label recouped or reached a profit, that's a model that could work.

Why do you consider that as a model for labels to future-proof themselves?

Otherwise, if the choice becomes I (as an artist) have to give up 80% of my upside in exchange for a $250,000 advance, and that ties me into three to five albums, which is probably eight or nine years of my life – maybe that $250,000 isn't worth it if this (alternative) capital source over here is much less restrictive and gives me the freedom to make different types of decisions. That becomes the differentiating factor.

How are you beta-testing songs?

A label traditionally looks at post-release analytics, which isn't that helpful after you've already invested hundreds of thousands of dollars into a song or project. This is about pre-release analytics, to inform you whether or not you should invest into that particular song or project. In a software business, there's a lot of A/B testing; you're figuring out what works and what doesn't work. And you're investing in things that work, and killing products or features or things that don't work.

The music industry has been such a gut-driven business. If you're in a studio, you like a song, it goes to the record label, everybody gets excited, and you put it out onto digital service providers (e.g. Spotify, Apple Music). But if you find out that fans aren't reacting as much as you thought they would , yet you've already invested in the music video, you already invested in the lyric video, you spent money on photo shoots for the artwork – that's a significant investment.

So when you're A/B testing a song pre-release, how do you assess its viability?

You have real listeners on one side that are giving you real feedback. We know a lot about those listeners and their listening habits. They're giving feedback on the specific songs, whether it's through sentiment analysis, through actual rankings of the songs themselves. It's not coming from just software; it's coming from a combination of software and listeners as well.

How do you identify that initial pool of listeners?

We really did a good job of curating. I think it's over 1,000 sign-ups at this point, and a waitlist as well. We won't give away our secret sauce, but we got a great group of music listeners on the other side. For the cohorts that are in right now, the focus is primarily around pop and hip-hop. And the idea is then to spread it out from there.

So you'll sort of re-curate the cohort as the supply-side evolves?

Exactly. It's not even re-curate as much as it is bringing on. If we decide, you know, country music is the next vertical, it's making sure that we go out and recruit there. If it's classical music – the listeners are specific to the genre.

How do you balance software with human intuition in order to gauge the strength of an artist or a song?

I don't believe software will replace humans in terms of finding great artists. I think (with software) you can identify what people are reacting to and it can give you information on the types of things that people are reacting to. But, in terms of being able to identify who a star is, before there's any data available, that's what great entrepreneurs like Berry Gordy (founder of Motown) or Jimmy Iovine, or people who've started these fantastic labels over the years do.

Our job is to be able to give them tools to help them run those companies and make smarter decisions. Is it this song, or is it that song? Is it this piece of artwork, or is it that piece of artwork? So I don't think it replaces the intuition, and I don't think it replaces the creativity. I think it just helps inform decision-making after they've made those intuitive decisions.

How do you think a young Berry Gordy would be different if he operated today?

The only difference would be the musical tastes would have changed. But in terms of the core principles of what he would be looking for in an artist, they wouldn't change. That's the difference with Berry Gordy and with real artist-development executives.

You have some executives (now) that basically will look at "what's the velocity of this artist on TikTok or SoundCloud, or YouTube," and that's how they spot talent. Not to say anything's wrong with that, but it's a different approach when there's no data, and you just see, "okay, this person has an incredible voice, and a quality that lights up the room when they walk in; I can help shape this person to be a superstar." It's a different quality that a person like Berry Gordy has, making decisions in the absence of data.

Isn't adding data taking out the very qualities in artist-development executives that you celebrate?

My job, with software, is: Can I help them choose which song they should release first? And what that reaction would be around that song. Can I help them deliver that content from A to Z seamlessly? Can I help them with their project management software as they're going through each step in that creative process? So it's not to replace the creative process, it's to organize the creative process.

A recent article by a past colleague of yours at Spotify, Will Page (former Spotify chief economist), suggested that we've hit 'peak streaming' in some markets. Is that right?

Music is the soundtrack to people's lives. I don't know if we're ever going to hit a peak, in terms of the way people engage with music. If anything, people are going to engage with music even more because you have more television shows which sync music now. When you look at the amount of content on TV, you look at the amount of games, the amount of short-form video that's being made, you look at TikTok videos – I think engagement is going to continue to grow. It's too early to be able to say whether we've hit peak or not. We went through a really interesting year, where a lot of behaviors changed, and we need to see what normalization is going to look like. We can probably answer that question better a year from now.

Looking forward, what do you think the role of livestreaming and livestreamed concerts becomes?

We're at the very, very, very beginning of what we're going to see in the livestreaming space – specifically around AR and VR. The live concert experience is limited to who can be in a room. And there's only a small percentage of really great seats in the house. Right now you're capped at a capacity, plus the amount of wear and tear on artists to do 150, 200 tour dates throughout the year, and the level of expense that comes with that as well; we can figure out much better experiences. Not to say it's going to replace it, but I think it's going to be very complementary and I think we're at the very, very, very beginning stages right now.

When do you think live events return?

I think in the U.S., we'll see that this summer we'll be back up and running with live. Probably not at full capacity, but I think by the end of 2021, we'll be back full-capacity.

What's ahead for Q&A and Venice?

We have things coming down the pipeline that we're excited about. But our thing is: Can we become the operating system for the music industry? If you look at what our workflow looks like right now, people are still sending music in Dropbox and Box, or WeTransfer; lyrics are written in people's notes on their phone or on Google Docs or on texts; you may have something on your email at the label but somebody else may have something else on their email. There's no central source of truth when you're managing a project. So the way we're looking at it is, for creative projects and labels, can we become the central source of truth?

This interview has been edited for brevity and clarity.

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Sam Blake primarily covers media and entertainment for dot.LA. Find him on Twitter @hisamblake and email him at samblake@dot.LA

https://twitter.com/hisamblake
samblake@dot.la
How to Navigate LA Tech Week 2026

🔦 Spotlight

Happy Friday, Los Angeles.

Next week, hundreds of tech events will take over the city, bringing founders, investors, engineers and creators together from October 12 through 18.

Calling LA Tech Week a conference does not quite capture the experience.

Presented by Andreessen Horowitz, Tech Week is a decentralized collection of panels, workshops, demonstrations and gatherings hosted independently by startups, venture firms and technology companies. There is no convention center or central stage. The programming stretches from Santa Monica and Venice to Culver City, Downtown, El Segundo and beyond.

In other words, the city is the venue.

AI remains the dominant theme for 2026, appearing across enterprise software, healthcare, finance, media and the creator economy. The schedule also reflects industries where Los Angeles has built a particular advantage, including aerospace, defense, robotics, advanced manufacturing, entertainment and consumer technology.

That range is what makes LA Tech Week distinct. It brings together the software companies shaping what comes next with the industries that already define Southern California.

The challenge is deciding where to show up.

Our advice: apply early and organize your schedule by neighborhood. Crossing from Santa Monica to Downtown may look manageable on a calendar created by someone who has never driven in Los Angeles.

To help you spend more time meeting people and less time crossing the city, we have organized each day’s events by location:

You can also browse the complete official LA Tech Week calendar.

Plan carefully, but do not fill every minute. The best conversation of the week may be the one that was never on your calendar.

More from this week’s LA startup and venture scene below.

🤝 Venture Deals

    LA Companies

    • El Segundo-based Gallatin AI raised a $50M Series A from new and existing investors including 8VC and Silent Ventures, bringing its total funding to $70M. The defense technology startup will expand its engineering team and advance Navigator, an AI platform that helps U.S. military units coordinate vehicle readiness, supplies, medical logistics and other mission-support operations. - learn more
    • Pasadena-based quantum computing startup Oratomic raised a $475M Series B at a $5.4B valuation, just three months after its Series A. ARCH Venture Partners, Spark Capital, Khosla Ventures, Index Ventures, General Catalyst and Bezos Expeditions co-led the round, bringing Oratomic’s total funding to $775M as it works toward a commercially viable, fault-tolerant quantum computer by 2030. - learn more
    • Torrance-based Fortastra raised a $30M Series A led by First In, with participation from Upfront Ventures, Space Capital, Rsquared, Side Door Ventures, ATX Ventures and existing investors. The company will use the capital to develop its next-generation maneuverable spacecraft, expand its engineering and operations teams and scale production of systems designed to protect critical assets in orbit. - learn more
    • Parallel Systems raised a $100M Series C led by AVP, with participation from Hillspire, Agility Global, Cobalt Capital, Anthos Capital, Congruent Ventures, Riot Ventures and Collaborative Fund. Founded by former SpaceX engineers, the company will use the funding to scale production and commercial deployment of its autonomous, battery-electric Panther rail vehicles, which are designed to make short-haul freight more competitive with trucking. - learn more
    • Gaming studio Gardens Interactive secured more than $35M in a Series B led by Lightspeed, with participation from Sequoia Capital, Index Ventures, Accel, Innovation Endeavors, Zenith Capital and other investors. The company will use the funding to launch and operate its debut social role-playing “strandbox” game, an evolving multiplayer world shaped by players’ actions and interactions. - learn more
    • Outer Spaces raised an $8M pre-seed round led by Upfront Ventures, with participation from Unlock Venture Partners, Mucker Capital and Genius Ventures. The startup is developing outdoor furnishings with integrated solar panels and batteries, turning backyards into sources of clean energy and backup power. - learn more
    • Furientis raised a $25M seed round led by Benchmark at a reported $125M valuation, following a $5M pre-seed announced in May. The defense startup will use the capital to scale production of lower-cost missile interceptors designed to be assembled quickly with readily available components, with a long-term goal of producing 1,000 systems annually at each factory. - learn more
    • Hiyo raised a $20.8M Series B led by Constellation Brands, with returning investor Live Nation also participating. The nonalcoholic beverage company will use the funding to expand its adaptogen- and nootropic-infused social tonics across more than 13,000 retail locations while growing its presence at hospitality venues and live events. - learn more
    LA Venture Funds
    • Navitas Capital participated in Vesta’s $30M Series B, which was led by Conversion Capital and included backing from several major mortgage lenders and financial institutions. The company will use the funding to scale its AI agents across mortgage origination, automating tasks such as application reviews, underwriting decisions and closing-document checks. - learn more
    • MTech Capital led Nettle’s oversubscribed $4.8M seed round, with participation from Project A Ventures, Sure Valley Ventures, Portfolio Ventures and Ventures Together. The insurtech startup will use the funding to expand across the U.S. and Europe while growing its AI platform, which helps commercial insurers identify property risks, accelerate inspections and generate reports. - learn more
    • Bonfire Ventures doubled down on Santé by participating in the company’s $15M Series A, which was led by FINTOP and included other returning investors. The New York startup will use the funding to expand its AI-powered operating system for independent wine and liquor stores, which combines point-of-sale, e-commerce, payments, inventory and marketing tools in one platform. - learn more

    LA Exits

    • Winnow Solutions was acquired by Marina del Rey-based Spring Labs, with financial terms undisclosed. Winnow’s attorney-built library of more than 100,000 state and federal regulatory requirements will become a core part of SpringGRC, helping financial institutions connect changing laws directly to their compliance policies, controls and workflows. - learn more

      Download the dot.LA App

      LA Tech Week 2026: Sunday’s Event Lineup

      🔦 Spotlight

      LA Tech Week 2026 closes Sunday with one final day of events across Los Angeles. We have organized the remaining lineup by neighborhood so you can finish the week with a few last conversations before everyone returns to their regularly scheduled inboxes.

      ARTS DISTRICT

      12:00 PM

      CARSON

      12:00 PM

      CULVER CITY

      9:00 AM

      • Women in Cleantech & Sustainability Hike and Network: See Details Here
        Women in Cleantech & Sustainability

      6:00 PM

      • Founders pitch competition: See Details Here
        Biomorphix solutions, Nightingale regenerative

      HOLLYWOOD

      10:00 AM

      4:00 PM

      • AI International: Film, Music Video & Micro-Drama: See Details Here
        AI International Film Festivals

      MID CITY

      1:00 PM

      OTHER

      12:00 PM

      • ORGANIC LIFE LABS™ PRESENTS THE ALIGNMENT LAB: The Science of human performance: See Details Here
        The Blue Room Collective

      SANTA MONICA

      8:00 AM

      1:00 PM

      6:00 PM

      SOUTH LA

      2:00 PM

      • Future Builders : Family STEM Day: See Details Here
        Black L.A. Tech Week (Community Collective)

      VENICE

      10:00 AM

      12:00 PM

      • How to Raise Funds to Fund Any Business Using Digital Products.: See Details Here
        DN Events

      VIRTUAL

      5:00 PM

      WEST HOLLYWOOD

      3:00 PM

      Each session provides unique opportunities to gain insights, network, and explore various fields of tech innovation. For updates or more event information, visit the official Tech Week calendar.

      Download the dot.LA App

      LA Tech Week 2026: Saturday’s Event Lineup

      🔦 Spotlight

      LA Tech Week 2026 heads into the weekend Saturday with more opportunities to learn, meet fellow builders and explore what is being created across the region. Browse the day’s events by neighborhood below and find the gatherings worth leaving the house for.

      ARTS DISTRICT

      5:30 PM

      BEL AIR

      5:00 PM

      CULVER CITY

      10:00 AM

      1:00 PM

      4:00 PM

      DOWNTOWN

      11:00 AM

      2:00 PM

      • South Asians in Space, Physical AI: See Details Here
        american south asian network

      5:00 PM

      7:00 PM

      HOLLYWOOD

      8:00 PM

      INGLEWOOD

      10:00 PM

      LONG BEACH

      10:00 AM

      12:00 PM

      LOS FELIZ

      8:30 AM

      • Griffith Observatory Hike with Longevity Cities & Don't Die LA: See Details Here
        Longevity Cities

      MALIBU

      5:00 PM

      MARINA DEL RAY

      9:30 AM

      • The Brazen Capital Walk: Connecting Women, Capital & Opportunity: See Details Here
        BrazenEra

      6:00 PM

      • Build an AI workflow editor, natively in Angular: See Details Here
        Workflow Builder

      SANTA MONICA

      7:00 AM

      • Founders Running Club Run in Santa Monica: See Details Here
        Founders Running Club, MongoDb

      9:00 AM

      • MOLTEN - Spatial hackathon (ElevenLabs, AssemblyAI, Rokoko, Datafeel...): See Details Here
        Field Lab

      2:00 PM

      3:30 PM

      6:00 PM

      7:00 PM

      SOUTH LA

      7:00 PM

      THE VALLEY

      7:30 PM

      UCLA

      11:00 AM

      USC

      9:00 AM

      10:00 AM

      10:30 AM

      VENICE

      8:00 AM

      • Open Air Health Tech: See Details Here
        Open Air Health Tech, Bowshock, Govitamins App

      10:00 AM

      10:30 AM

      11:00 AM

      12:00 PM

      6:00 PM

      • Bots, Bytes & Bubbles Benefit: See Details Here
        Distinguished Minds Institute dba thinqueBytes®

      VIRTUAL

      9:00 AM

      • Ask a VP of Sales: Live GTM Office Hours for Early-Stage B2B Founders: See Details Here
        Kat Rucker Consulting Group

      11:00 AM

      WEST HOLLYWOOD

      11:00 AM

      • The 10x Engineer Showed Up. The 10x Organization Didn't.: See Details Here
        Workflow Builder, Tentaro

      3:00 PM

      WESTSIDE

      11:00 AM

      2:00 PM

      • Graphic Design & Digital Printing Meetup: See Details Here
        Big Frog Custom T-Shirts & More of West LA

      7:00 PM

      WESTWOOD

      12:00 PM

      Each session provides unique opportunities to gain insights, network, and explore various fields of tech innovation. For updates or more event information, visit the official Tech Week calendar.

      Download the dot.LA App

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