Podcast episode
Episode 142: Programmatic Was Just the Beginning with Adam Soroca
ai-in-adtech dsp programmatic ssp walled-gardens
TL;DR
Adam Soroca — former CPO of Magnite and co-founder of traffic-shaping startup nToggle — shares a career retrospective and his thesis on AI's coming structural impact on programmatic advertising. His core argument: AI won't just automate existing workflows, it will force the industry to rethink why each "lane" between buyer and seller exists at all, elevating proprietary data and supply position as the two durable competitive advantages.
What was covered
- nToggle origin story: Soroca founded nToggle after Millennial Media (which had acquired JumpTap, a mobile DSP) refused a $9M capex investment to handle DSP-side bid-stream volume (QPS — queries per second, the firehose of ad auction signals). He validated the pain point with Rubicon Project, GroupM, MOPUB, Index Exchange, and OpenX before Rubicon acquired the company.
- Magnite's CTV build-out via M&A: Rather than build CTV (connected TV) ad tech from scratch, Magnite acquired Telaria (deal closed spring 2020), then SpotX with an option on the SpringServe ad-serving technology in 2021, consolidating them into a single CTV ad server and exchange. Soroca describes integration as the hard part — choosing which technology stack survives — not the dollar cost.
- Cannes 2025 read: Soroca reports genuine industry energy around AI, but says actual ad dollars flowing through agentic (autonomous AI-driven) pipelines are "very little." Workflow wins — AI-assisted media planning and creative generation — are real but incremental; full autonomous negotiation and optimization loops are "a long way" off.
- "Why does your lane exist?" framing: Soroca's structural thesis is that AI-powered buyer agents will discover and route budgets to supply sources automatically, eliminating commodity pipes. Lanes backed by proprietary data (retail/commerce, pharma, travel, financial) survive; undifferentiated SSP/DSP connections do not. Expects both consolidation (commodity lanes) and proliferation (specialty data lanes).
- Generative AI and creative at agencies: AI creates scale of creative variation humans cannot match; agency role shifts from storyboarding/designing to prompting and directing. Soroca points to Magnite's acquisition of Streamer assets as explicitly designed to onboard SMBs (small-to-medium businesses) who previously couldn't produce CTV creative fast enough.
- Buy-side power shift: A signal from Cannes — large buyers are frustrated with platform "steering" of their budgets, and some are exploring ownership stakes in the infrastructure they route money through, to reclaim path transparency.
Notable claims & predictions
- Soroca: "We're going to stop asking the question, should we add AI to X? Because this time companies are asking the question, are we doing X because humans were involved?" — arguing the next phase isn't optimization but wholesale workflow redesign.
- Soroca: "Optimization becomes more commoditized and democratized with AI… so we're back to position and data as the key drivers." Translation: pure algorithmic differentiation erodes; moats shift to exclusive data and supply relationships.
- Soroca: Identifies Amazon, Google/YouTube, Meta, and TikTok as the lanes with structural durability due to owned-and-operated (O&O) inventory plus first-party data depth. Raises the open question of what happens to "the rest of the lanes."
- Soroca: The distinction between buy-side and sell-side software "is going to blur and come together in distinguished platforms" — predicting a convergence of DSP/SSP infrastructure rather than continued separation.
- Soroca on retail media mid-tail: Companies like Ace Hardware's PacView/Red Vest partnership (announced the day of recording) illustrate that mid-tier retailers with 5,000+ stores have actionable proprietary data — footfall, transaction, identity — that can form defensible lanes once agents can discover and route to them efficiently.
Fact check
- Soroca says JumpTap "grew to about $150 million in revenue" and "we sold it for $250 million to Millennial Media." The Millennial Media–JumpTap acquisition (announced August 2013, closed September 2013) was reported at approximately $239 million in stock, not $250M cash. The $250M figure is a reasonable approximation but slightly overstated; the consideration was entirely in Millennial Media shares. Verdict: true but omits that it was an all-stock deal, which meaningfully affected realized value given Millennial Media's subsequent share-price decline.
- Soroca says Magnite acquired Telaria and the deal "closed in the spring of 2020." The Rubicon Project–Telaria merger closed April 1, 2020. Accurate.
- Soroca says SpotX acquisition and the SpringServe call option came "a year later." Magnite acquired SpotX from RTL Group (announced February 2021, closed April 2021) and SpringServe (closed July 2021). "A year later" is approximately correct for SpotX; SpringServe followed a few months after that.
- Disclosure note (not a factual error, but relevant context): Soroca is described on-air as an investor in Marketecture Media, the parent company of AdTech God. The host discloses this, but listeners should weight Soroca's enthusiastic framing of the podcast brand, Magnite's strategic choices, and his own ventures with that financial relationship in mind.
Why this matters for ad-tech operators
- SSPs and DSPs without proprietary data need a strategic answer now. Soroca's "why does your lane exist?" test is a useful board-level forcing function: if your differentiation is purely algorithmic optimization rather than exclusive data or supply, AI commoditizes that moat. Mid-tier exchanges and DSPs should pressure-test their data strategy before buyer-agent adoption accelerates.
- Retail media networks below the Walmart/Amazon tier have a credible path — but only with connectivity. Soroca's argument is that mid-tail commerce data (e.g., Ace Hardware's ~5,100 stores) can form defensible programmatic lanes once AI agents can discover and transact against them automatically. This validates investment in standardized APIs and clean-room interoperability for any retailer considering a media network.
- Agencies watching budget "steering" are a genuine disruptive force. The Cannes signal that large buyers are exploring investment ownership in supply infrastructure — not just preference lists — is an early warning for SSPs and ad servers that rely on agency goodwill. Structural path transparency (supply path optimization, or SPO) pressure is escalating beyond fee scrutiny.
- AI creative at scale changes SMB CTV economics. Soroca's framing of Magnite's Streamer acquisition as an SMB on-ramp — eliminating the creative production barrier for CTV — has direct implications for local and performance advertisers. Publishers and SSPs that can bundle AI creative tooling with inventory access will see a broader advertiser base; those that
Full analysis
Adam Soroca — nToggle founder, longtime Magnite product chief — lays out a thesis that AI won't just automate programmatic workflows, it will force the industry to ask why each "lane" between an ad buyer and an ad seller exists at all. His answer: only two moats survive — proprietary data and owned supply. Everything else (the commodity pipes connecting demand-side platforms and supply-side platforms) gets squeezed out as AI buyer-agents route budgets automatically.
What's actually being weighed here: not a single decision but a structural bet about where value concentrates when AI can discover and transact against supply without a human in the loop. For operators, the live question is: does my business have a defensible reason to exist in an agent-routed market, and how much time do I have before that gets tested? This is a Type 1 (hard-to-reverse) strategic posture, but Soroca himself says the forcing function is slow — real dollars through agentic pipes are "very little" today.
The Market Analyst — Soroca is describing the intellectual justification for the DSP/SSP convergence that's already underway. When The Trade Desk builds toward the sell side and Amazon/Google run both ends, the "buy-side vs. sell-side software" distinction he says will "blur" is a merger of margin pools, not a friendly handshake. The tell worth watching is buyers taking ownership stakes in supply infrastructure — that's a different animal from supply-path optimization fee pressure. If a holdco puts equity into a pipe, it's declaring the independent middle uninvestable. For the generalist: the toll-booth operators of digital advertising are being told the highway is getting rebuilt around them, and the biggest platforms already own both the on-ramp and the destination.
The Skeptic — The load-bearing assumption is that buyer-agents will "discover and route budgets automatically" well enough to strip out commodity lanes. That's the part doing all the work, and it's the part furthest from reality — Soroca concedes autonomous negotiation is "a long way" off. "Position and data are the only moats" is also a conveniently timeless slogan; it was true in 2010 and it'll be true in 2035. A thesis that survives any decade isn't predicting a change, it's restating a truism dressed in AI. And note the disclosure: Soroca is an investor in the podcast's parent company. The framing is directionally smart but not neutral testimony.
The Operator — Strip the thesis and the practical to-do is unglamorous: get your data pipes and APIs clean enough for a machine to transact against you. That's where most of the room dies quietly. The internal signals here are telling — a Google PPS (publisher-provided signals, a way to pass audience context) A/B test netted a +1.3% price lift against a -1.44% impression drop: basically flat, run anyway to close a "table-stakes gap." That's the real texture of this transition. The wins aren't transformational; they're the cost of staying eligible. Retail media below Walmart/Amazon (Ace Hardware's ~5,100 stores) only becomes a "lane" once the connectivity plumbing exists — and that plumbing is years of unsexy integration work, not a strategy slide.
The Customer / End User — Two customers, opposite reactions. Large buyers are the ones driving this — the Cannes signal is agencies furious about platforms "steering" budgets and now willing to buy equity to reclaim path transparency. That's a customer voting with a checkbook, and it's real. But the mid-tail retailer and the SMB CTV advertiser aren't asking for agentic routing; they're being told it'll rescue them. The SMB CTV story (AI creative removing the production barrier) is a genuine unlock — the thing that actually stopped a local advertiser from running connected-TV ads was never the media, it was making the ad. That one's underrated in the thesis. For the generalist: the giant advertisers want to see exactly where their money goes; the small ones just want a cheap way to make a TV commercial.
The CFO — Soroca's own history is the cautionary footnote: JumpTap sold for ~$239M in stock, and Millennial Media's shares then cratered. "We sold for $250M" and "we realized $250M" are very different numbers — a lesson for anyone eyeing an exit into a consolidator's paper. On the integration point he's right and it's expensive: Magnite's CTV roll-up (Telaria, SpotX, SpringServe) was hard not because of price but because of choosing which stack dies. Any operator betting on "consolidation of commodity lanes" as their exit should model that the acquirer pays for data and supply position, and treats the pipe as a cost to be rationalized — i.e., your team, not your multiple.
Where the council splits:
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Timing. The Market Analyst sees convergence happening now; the Skeptic and Operator note the agentic mechanism that supposedly forces it is years out. The thesis is right about direction and vague about the clock — and the clock is where money is made or lost.
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Is "data and position" actionable or just true? The Skeptic calls it a truism. The Operator counters that the actionable version — clean APIs, clean rooms, PPS support — is concrete, expensive, and separates survivors from the merely eligible. The disagreement is whether Soroca gave a strategy or a mood.
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Who's the real disruptor? Soroca frames AI agents as the force. The Customer lens says the actual near-term pressure is human buyers demanding path ownership — a governance and equity fight, not a technology one. The agents are the story; the angry CMOs are the deadline.
What it hinges on: whether buyer-side agents mature fast enough to route budgets without humans before the current wave of supply-path pressure and DSP/SSP convergence plays out on its own. If agents are slow (likely), the consolidation happens for ordinary competitive reasons and "AI" is the narrative laid over it. Either way, undifferentiated middle-of-the-stack players lose — the mechanism just changes who writes the obituary.
Where the council leans: the structural direction is sound and largely already in motion; the specifically-agentic causation is oversold for the next 12–18 months. Operators should treat "make yourself machine-transactable and own some data or supply" as the correct posture, and treat "agents will do this to you by next year" as marketing.
Prediction: Through year-end 2026 — spanning the Q3 and Q4 earnings calls of the major independent ad-tech platforms (Trade Desk, Magnite, PubMatic) — no more than a low-single-digit share of programmatic spend will flow through fully autonomous "agentic" buying, and management commentary will continue to frame agentic buying as pilot/roadmap rather than revenue.
Confidence: High — Soroca, an insider bull, already concedes agentic dollars are "very little."
Why: The one person most invested in this thesis says actual money through agentic pipes is minimal today and full autonomous negotiation is "a long way" off, and the internal experiment texture (a PPS test netting basically flat results, run only to close a table-stakes gap) shows the industry is still fighting over incremental plumbing, not autonomous routing. Buying infrastructure adoption in ad tech historically lags hype by years — header bidding and SPO both took multiple budget cycles to move real dollars — and there's no evidence buyer-agents can yet transact reliably at scale. The opposite outcome (a sudden agentic surge in under six months) would require both the technology and agency trust to leap simultaneously, and the Cannes signal shows buyers are still fighting for basic path transparency — the precondition, not the arrival.
Revisit by 2027-02-28: We're right if the Q3/Q4 2026 earnings calls of Trade Desk, Magnite, and PubMatic describe agentic buying as pilots/roadmap with no material disclosed revenue line. We're wrong if any of the three reports agentic/autonomous buying as a meaningful, quantified share of spend on those calls.
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