Column: How Music Tech is Making it Easier — and Harder Than Ever — for Artists

Larry Miller

Larry Miller is a professor at NYU where he directs the undergraduate and graduate Music Business programs. He produces and hosts the Musonomics podcast.

Column: How Music Tech is Making it Easier — and Harder Than Ever — for Artists

For many musicians, the democratization of music production and distribution carried the promise of reaching multitudes of eager fans at the touch of an upload button.

Yet with over 40,000 new tracks being uploaded each day, creating a virtually infinite selection of music available on most streaming platforms, breaking through as an artist has in some ways become more difficult than ever, especially on the global stage.


It is certainly possible today for artists to create and self-distribute their music, gain a following and begin building a career. But there's a big difference between having access to the tools of music creation, distribution, and building a sustainable career and the potential to become a global superstar. And that's where modern record labels are best positioned to help.

So What Does a Music Label Do These Days?

Revenues from recorded music in the United States grew 13% in 2019 to $11.1 billion at estimated retail value.

Image from The Recording Industry Association of America's report on year end revenues for 2019.

Fact is, what record labels do has not changed much since the industry's digital transformation. Now, as ever, labels discover and develop artists, connect them with creative collaborators to make great records, promote and position them in the media and wherever fans go to get music and reward successful outcomes. Over the last decade or so, the digital transition has fundamentally changed how and when virtually every functional area of a record label is done.

One difference that touches every facet of a label's operation is the massive amounts of real-time discovery and consumption data. Label teams analyze thousands of global inputs: Facebook fans, Twitter followers, YouTube views, Instagram activity, Shazam queries and Wikipedia look-ups. That's on top of analyzing the daily tsunami of music service plays around the world. The end goal: to develop an agile, highly customized response plan for every track of an artist's release.

Corollary to all this data is how today's music fans discover and consume music. Many fans now listen to music via premium subscription services that give them access to tens of millions of tracks for less than the price of one CD per month, or in a "feels free" option of ad-supported delivery. Fans also access music by watching label-created visual content on a myriad of screens, large and small, over video channels and via social media. At the same time they may still buy CDs or vinyl records and listen to the radio. To properly synthesize and optimize all these inputs and extract actionable insights requires hands-on experience that is both broad and deep, relationships, investment and instant access to a global marketing and distribution network; that is, it requires boots on the ground. Lots of them.

Revenues from recorded music in the United States grew 13% in 2019 to $11.1 billion at estimated retail value, the fourth year in a row of double digit growth reflecting continued increases — primarily from paid subscription streaming services, which reached more than 60 million subscriptions in the United States and accounted for 80% of recorded music revenue.

To put these numbers in a global perspective, as recently as 2018 and with streaming growth surging in developed markets, the worldwide recorded music business generated not quite half the peak revenues achieved in 1999 on an inflation-adjusted basis. CD sales crashed after 1999 with the launch of Napster and other illegal peer-to-peer file trading services, all of which were eventually litigated out of existence. The growth of iTunes downloads beginning in 2003 mitigated the decline of CD sales; Spotify didn't enter the U.S. market until 2011, the same year global revenues returned to growth after over a decade of painful decline. Midia Research pegged the 2019 global music industry at $76.2 billion including recorded music, publishing, live music, merchandising and sponsorships.

And just as the mode of consumer listening has shifted from mostly physical products and permanent downloads to on-demand streams, every aspect of label operations has reoriented toward a streaming-first consumption model and an always-on consumer mindset. The business of minting hits is no longer narrowly based on the 20th century model of maximizing short-term campaign outcomes for scarce broadcast radio slots or displays in retail stores. Every label function is now organized around fighting for a share of the attention economy, where consumers have unlimited access and choice, but not unlimited time.

Welcome to the Age of the Artist

The Age of the Artist

Photo by @plqml // felipe pelaquim on Unsplash

Today, an artist's decision to partner with a label is a choice, not a requirement. The expanding galaxy of startups designed to help the DIY artist record, distribute, and market digital music has given artists more options to stay independent longer, and enables some artists to make a sustainable living while building a fan base. Every musician starts out as an independent, DIY project. When they attract the attention of a record label, whether indie or major, they may be in a very different negotiating position than a decade or so ago. In this way, the point at which labels interact with artists has largely shifted to a point that's further along an artist's development.

Although labels continued to invest in developing and breaking new artists during the industry's downturn following an explosion of file sharing led to the collapse of the CD earlier this century, the improvement in industry revenue, driven by the growth of subscriptions to streaming services, is being re-invested in A&R.

Two years ago, 12% more artists signed to major label rosters for the first time as compared with the end of 2014. I'll be doing research to update this data later this year, but all signs point to further growth in artist signings. At the same time, independent artists are the fastest-growing segment in the music economy, so much so that industry analyst Mark Mulligan has dubbed the 2020s The Age of the Artist, a fundamental departure from previous decades/eras defined by a mode of distribution or packaged media format.

Major labels understand it is in their interest to maintain a front-row seat to the edge of innovation through various approaches. For example, Warner Music's WMG Boost invests directly in early stage companies; Universal's Accelerator Engagement Network invests through top accelerators located in innovation hubs around the world. But as the world's largest music-based entertainment companies and guardians of a century of the world's most popular music, their attention is focused elsewhere.

Where Is the Investment in New Music Technology Going?

Where Is the Investment in New Music Technology Going?

Photo by James Owen on Unsplash

So where exactly is the innovation occurring? The current cohort of international startup competitions like MidemLab and those receiving support from top accelerators like L.A.'s Techstars Music or Abbey Road Red fit into an emerging post-pandemic investment pattern.

  1. Creator tools. There is a mind-numbing array of unbundled offerings for artists to support collaboration, production and mastering, funding and financial management, distribution, marketing and promotion. A generation of data insight and analytics startups were acquired by the majors along with Spotify, Apple Music and Pandora. HiFi, a new entrant in financial management and transparency, was launched with $53 million in backing 'to financially empower the creative class.'
  2. Live streaming and virtual events. The live concert business came to a screeching halt to mid-March. Touring represents 70 – 80% of revenue for many artists. Virtually no one expects a meaningful restart of this segment until 2021. And although live streaming and virtual events are not a substitute for the live concert experience, this trend is likely to stay with us even after the pandemic recedes.
  3. The New Merch – In China, Tencent Music has done a spectacular job proving music fans will pay for virtual goods, gifts and currencies – at scale. This is especially noteworthy in a market not known for generating revenue directly from the sale of recorded music. Now, the West is paying attention. Opportunities abound in limited edition merchandise, premium chat services, virtual merchandise and much more.

Over the last two decades, the music industry has faced extreme disruption as digital services were born and entered the mainstream. Independent and unsigned artists have a myriad of options to self-release their music. While some musicians have found sustainable success without a label's backing, there are certain things that only a label can do, particularly for artists with global ambition. Opportunities for innovation and value creation are distributed across the music industry value chain, especially in the areas of creator tools, live streaming and monetizing fandom. It's no secret that many of the most exciting startups envisioning the way music will be created and experienced are in L.A. today.

Larry Miller is a professor at NYU where he directs the undergraduate and graduate Music Business programs. He produces and hosts the Musonomics podcast.

Hello Sunshine Sold for More Than $900M. Now Reese Witherspoon Is Buying It Back.
Image Source: Hello Sunshine

🔦 Spotlight

Hey there, LA.

In Hollywood, every successful story eventually gets a sequel. This one brings Reese Witherspoon back to the company she built.

Five years after selling control of Hello Sunshine in a deal worth more than $900M, Witherspoon is partnering with French production group Mediawan to buy back the Los Angeles media company.

The reported purchase price is in the low-to-mid eight figures, significantly below Hello Sunshine’s valuation when Candle Media acquired a controlling stake in 2021.

That difference tells a larger story than any single Hollywood transaction.

Hello Sunshine was one of the most prominent acquisitions made during the streaming boom, when platforms were spending aggressively and investors placed enormous value on production companies with recognizable founders, established audiences and libraries of intellectual property.

Witherspoon had built all three.

Founded in 2016, Hello Sunshine developed its business around stories centered on women, producing projects including “Big Little Lies,” “The Morning Show,” “Little Fires Everywhere” and “Daisy Jones & The Six.” It also turned Reese’s Book Club into an influential audience and discovery platform that now reaches 6.2 million readers and drives approximately $900M in annual U.S. book sales, according to the company.

By 2021, that combination of talent, intellectual property and direct audience access looked like the foundation of a next-generation media empire.

Candle Media, backed by capital from Blackstone, acquired Hello Sunshine as part of a broader effort to assemble a portfolio of entertainment brands. The company also purchased businesses including Moonbug Entertainment, ATTN: and Faraway Road Productions.

Then the streaming market changed.

Entertainment companies became more disciplined about content spending. The race to accumulate subscribers gave way to pressure for profitability. Production budgets tightened, consolidation slowed and some of the valuations assigned during the streaming boom became difficult to maintain.

Hello Sunshine’s return to founder-led ownership reflects how dramatically the media landscape has changed since 2021. It also gives Witherspoon an opportunity to regain greater influence over the company at a moment when its core assets may matter more than its former valuation suggests.

Under the new ownership structure, Hello Sunshine plans to refocus on premium film and television, Reese’s Book Club and new storytelling and distribution formats. Mediawan brings an international production network, while Witherspoon brings something harder to manufacture: a trusted personal brand and an audience willing to follow her recommendations from books to screens.

That relationship with consumers is increasingly valuable in a fragmented media market. Studios can finance productions. Streaming services can distribute them. Far fewer companies can reliably convince millions of people to care before a project is even released.

For Los Angeles, the deal reflects the increasingly fluid boundary between entertainment company, consumer brand and technology-enabled audience platform. The most resilient media businesses may not be those producing the greatest volume of content, but those that own a direct relationship with a specific community.

The first Hello Sunshine deal captured the optimism of the streaming era.

The second may offer a more focused model for what comes next, with the company once again guided by the founder who understood its audience from the beginning.

Hollywood loves a comeback story.

This time, the company is making one too.

LA Tech Week’s Final Stretch

Still making the most of LA Tech Week? We have organized the remaining events by location to make planning the weekend a little easier:

Event schedules may change, so confirm the latest details with the organizer before heading out.

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

🤝 Venture Deals

    LA Companies

    • Goodweek raised a $12M seed round led by Adara Ventures to expand its AI management platform for small and midsize businesses. The company brings tools such as ChatGPT, Claude, Gemini and Mistral into one governed workspace and will use the capital to accelerate sales and expand into Latin America and Asia. - learn more

    LA Venture Funds
    • Fika Ventures co-led Otter Health’s $8M seed round alongside Evidenced Capital, with participation from Slow Ventures, Metrodora, CoFound Partners, Patient Capital, SemperVirens and Layout Ventures. The startup will use the funding to scale its AI-powered platform, which helps healthcare payers and providers reduce unnecessary care and manage quality without relying as heavily on traditional prior authorization. - learn more
    • Nant Capital co-led Prolific Machines’ $50M Series B2 alongside Atoms & Bits, bringing the biotechnology company’s total funding to more than $100M. Prolific will use the capital to scale its light-controlled biomanufacturing platform, expand pharmaceutical and biotech programs and begin early work on tissue and organ fabrication. - learn more
    • Family Fund participated in Allara’s $30M funding round alongside new investors Camino Partners and Foreground Capital, while existing backers including Index Ventures and GV increased their commitments. The women’s healthcare company will use the capital to expand AI-enabled care, grow its provider and enterprise partnerships and advance research into hormonal, metabolic and reproductive conditions. - learn more
    • Vida Ventures participated in Soufflé Therapeutics’ oversubscribed $135M Series B, which was led by Juvia Group. The biotech will use the funding to move three lead programs into clinical trials for muscular dystrophy, heart failure and muscle and metabolic disorders while advancing its broader pipeline of targeted RNA therapies. - learn more
    • FJOR participated in LightSprint’s $6.1M seed round, which was led by 645 Ventures. The AI software platform will use the funding to expand its enterprise product and grow its engineering and go-to-market teams as it helps employees across departments make changes to company codebases while keeping engineers in control. - learn more
    • Muse Capital participated in Collective X Health’s oversubscribed $3.2M pre-seed round, which was co-led by Council Capital and Anthemis Female Innovators Lab Fund. The women’s health intelligence startup will use the funding to expand its female-focused research and data platform, meet growing enterprise demand and support new research aimed at closing the women’s health data gap. - learn more
    • Act One Ventures participated in Intake AI’s $2.5M pre-seed round, which was led by Kapor Capital. The startup is building AI agents that automate clinical-trial setup and operations, helping research teams turn protocols into documents, search study materials and transfer approved forms into existing systems. - learn more
    • M13 participated in Ultra’s $62M financing, which included a $50M Series A led by Framework Ventures. The Brooklyn-based robotics startup will use the capital to expand deployment of its AI-powered warehouse robots, which handle packing, sorting and other fulfillment tasks and have already processed more than 500,000 orders. - learn more

    LA Exits

    • Farcaster is being acquired by Balaji Srinivasan’s Network School from Neynar, marking the decentralized social network’s second change in ownership this year. The deal includes Farcaster’s app, protocol repositories and related products, with its new owner planning to introduce a rules-based “social smart contract” governing full participation on the platform; financial terms were not disclosed. - learn more
    • Creator Authority has been acquired by Billion Dollar Boy Group, bringing the agency’s B2B influencer marketing expertise and LinkedIn specialization into BDB’s global creator business. The deal will help Creator Authority scale its work with enterprise brands while strengthening BDB’s presence on the U.S. West Coast and expanding its B2B creator marketing capabilities; financial terms were not disclosed. - learn more
    • Burbank-based CareerArc was acquired by AI hiring platform Humanly, with financial terms undisclosed. The deal combines CareerArc’s recruitment marketing and social recruiting tools with Humanly’s AI-powered candidate engagement, screening and interviewing platform, creating a more connected system for employers managing high-volume hiring. - learn more
    • Ethiqly was acquired by Carnegie Learning from Owl Ventures and the company’s management, with financial terms undisclosed. Carnegie Learning plans to integrate Ethiqly’s AI-powered writing platform into its literacy offerings, helping students improve their writing while giving teachers greater visibility into the drafting, revision and learning process. - learn more

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      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

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          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.

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