SXSW Pitch wrapped up in Austin on March 14th. Forty-five startups – chosen from more than 600 applicants – pitched live before a panel of judges and an audience, one of the most competitive selections in the startup circuit. Since 2009, finalists in the competition have raised more than $22 billion in funding, and many have gone on to be acquired by companies such as Google, Apple, and Meta.
This year, one of the judges in the Smart Cities, Transportation, Manufacturing & Logistics category was Ekaterina Dmitrieva, whose background sits outside the usual early-stage VC world. Dmitrieva works in institutional capital – helping allocate pension fund, endowment, and sovereign wealth fund money to private equity and venture strategies.
During her time at a global placement agent, Dmitrieva reviewed hundreds of fundraising materials from venture and private equity managers – fund pitch decks, investment committee memos, portfolio construction frameworks. The work gave her a particular vantage point: she learned to evaluate startups not just as businesses, but through the lens professional investors use when deciding where to deploy capital. What signals matter? How do venture managers underwrite risk? How does a single company fit into a broader portfolio strategy designed to generate institutional-scale returns?
That perspective shaped how she approached the SXSW pitches. While many startup competitions focus primarily on product innovation or founder storytelling, Dmitrieva found herself asking a different set of questions – the questions institutional investors ask years down the line, when a startup is trying to raise later-stage capital or position itself for exit.
The gap founders rarely see
Most companies on the SXSW Pitch stage focus on the usual signals: the technology, product-market fit, early traction. Dmitrieva was listening for something else – whether the businesses in front of her were built in a way that institutional capital could eventually fund.
“Founders often build their pitch around innovation and early growth,” she explains. “But institutional investors evaluate companies through a different framework. They’re asking: if the company succeeds, can it scale in a way that delivers venture-level returns? And can it do that while maintaining the governance and operational discipline that makes it investable at institutional scale?”
Five startups pitched in the Smart Cities category, ranging from infrastructure inspection platforms to logistics optimisation tools. Dmitrieva evaluated each through a lens common among institutional allocators: is the company fundable – or merely an interesting technology story?
Fundable means the company can credibly attract the next round of institutional capital. It fits the mandate of a fund, aligns with portfolio construction requirements, and can scale into the type of opportunity professional investors are structured to back.
Exitable is a different test. It asks whether there’s a realistic path to liquidity – through acquisition or public markets – that allows the fund to return capital to its own investors.
What she noticed in the Smart Cities category
The Smart Cities category sits at an intersection Dmitrieva knows well from her work with institutional investors: physical infrastructure meets advanced technology platforms.
Unlike pure software startups, these companies operate across public infrastructure, utilities, transportation networks, and municipal systems – industries traditionally dominated by long procurement cycles and capital-intensive deployment.
What caught Dmitrieva’s attention during the pitches was how many founders were building companies that looked increasingly like infrastructure plays while pitching themselves as pure tech startups. “Several companies in the category weren’t just building software tools,” she says. “They were layering machine learning, predictive analytics, and automation on top of existing urban systems – traffic optimisation, logistics networks, infrastructure inspection.”
For institutional investors, that intersection can be attractive. Infrastructure provides large, durable markets. Software and AI create the scalable margins and network effects venture funds look for.
But it also creates complications founders often don’t address in their pitches.
One pattern Dmitrieva noticed: many smart-city startups were building not just technology, but data infrastructure. Traffic cameras, satellite feeds, industrial sensors, municipal data systems – these generate enormous volumes of information. The companies that control how that data is collected, structured, and analysed often have a much stronger strategic position than those relying on third-party datasets.
“I kept asking: who owns the data infrastructure behind your AI?” Dmitrieva says. “Companies that control proprietary data inputs – through sensor networks, platform integrations, or long-term municipal contracts – are building defensible assets. They’re becoming the gateways through which urban data flows. That’s valuable to both technology firms and infrastructure investors.”
But many founders hadn’t thought through the implications for their capital structure or exit path.
What separated investable startups
Dmitrieva highlights several areas institutional investors examine early – dimensions founders often under-explain during startup pitches.
Operational scalability – with specifics
Startup decks almost always include exponential growth charts. The investors Dmitrieva worked with during her placement agent tenure looked beneath the curve: will the operating infrastructure actually support that expansion?
In infrastructure businesses the challenge is particularly acute. These companies work with municipalities, utilities, and government contracts – relationships that don’t scale in neat linear ways.
When founders show little awareness of those constraints, they come across as inexperienced. “Don’t simply assert that the company will scale,” Dmitrieva notes. “Explain the operating architecture that will make that growth possible. What systems are you putting in place? Where are the operational bottlenecks likely to emerge – and how do you intend to manage them?”
Defensibility
Institutional investors constantly ask: what prevents competitors from copying this?
In smart-city technologies, defensibility often comes from assets that are difficult to replicate: proprietary datasets, long-term municipal contracts, regulatory approvals, or deeply integrated infrastructure systems.
Startups that rely solely on software features can struggle to maintain differentiation. Companies that control data flows, infrastructure access points, or platform integrations tend to build more defensible positions.
For institutional investors, those advantages can be the difference between a temporary product lead and a long-term market position.
Exit realism
Startups often frame their ambitions around becoming the next unicorn. Dmitrieva approaches the question differently: who, realistically, is the strategic buyer for this company in five to seven years?
In transportation and logistics, the potential buyers are easy to identify – large industrial players, automotive groups, logistics conglomerates. Smart-city startups operate in a more complex environment. Their exit opportunities are often shaped by government procurement cycles, regulatory frameworks, and the pace at which public infrastructure systems adopt new technologies.
Founders who can describe realistic acquisition paths stand out immediately. That isn’t small thinking – it reflects a sophisticated understanding of how value is ultimately realised in their sector.
Infrastructure investments need different capital structures
Smart-city, transportation, and industrial startups sit in sectors where institutional capital often plays an outsized role. The businesses typically require significant upfront investment, long sales cycles, and the ability to navigate regulation.
Venture funding alone rarely carries them all the way.
Many founders on stage, Dmitrieva noticed, still frame their trajectory as the standard venture path: seed, Series A, Series B, then either an IPO or acquisition.
The capital stack can look very different in practice. Some businesses eventually rely on structured finance, government partnerships, or patient capital from investors who think more like infrastructure owners than technology funds.
“One startup showed strong unit economics and clear ROI for customers,” Dmitrieva says. “But once we talked about what scaling would actually require, it became obvious they would need far more capital than they planned – and that capital would have to be patient.”
The company positioned itself as a fast-growth tech play. The model looked much closer to an infrastructure investment.
That difference determines who should fund the business – and how.
Evaluating startups at the portfolio level
Dmitrieva also brought a perspective that rarely appears in early-stage pitch competitions: an understanding of how venture funds themselves are evaluated by institutional investors.
Having worked on fundraises where venture managers present their portfolios to pension funds, endowments, and sovereign wealth funds, she’s accustomed to seeing startup investments discussed at the portfolio level. How does a company fit within a fund’s strategy? Is the potential outcome large enough to influence fund performance? How will that investment narrative be explained to LPs?
That perspective shaped the questions she asked during the SXSW pitches – questions founders don’t typically encounter until years later, when they’re raising institutional capital or positioning for exit.
In practice, it meant pushing founders to think beyond their own company. Does your exit scenario generate the kind of return that moves the needle for a $200 million venture fund? Can you articulate why a pension fund allocator, evaluating your investor’s portfolio, would see your company as a credible part of that fund’s strategy?
Most founders hadn’t thought about those questions yet. Better to hear them at SXSW than during a Series C roadshow.
Practical takeaways for founders
For founders hoping to attract institutional capital – or ensure their early backers eventually achieve a meaningful exit – Dmitrieva offers several practical lessons.
Start thinking about governance early. Institutional allocators evaluate governance structures as carefully as financial metrics. Board composition, decision rights, reporting discipline – these are operational foundations that make a company investable as it grows, not bureaucratic overhead.
Understand venture economics at the fund level. Not every strong company fits a venture portfolio. Investors are looking for opportunities that can produce outsized outcomes relative to the size of the fund. Founders should be able to articulate how their company could realistically reach the scale required to generate venture-level returns.
Build durable advantages. In sectors such as smart cities, defensibility often comes from assets that are difficult to replicate: proprietary datasets, infrastructure access points, long-term municipal relationships, or deep integration into operational systems. Startups that control these strategic positions tend to be far more attractive to institutional investors.
Know the exit landscape early. Founders should understand who the likely acquirers are in their sector, what strategic value those buyers typically seek, and how the company’s structure and partnerships can make an acquisition possible.
And for companies building in smart cities or other infrastructure-heavy sectors, acknowledge that the capital journey may diverge from the classic venture trajectory. The businesses that succeed are those that can operate within venture economics while navigating infrastructure-like constraints – longer sales cycles, regulatory complexity, capital-intensive deployment – without sacrificing the scale and exit potential institutional investors require.
Why SXSW Pitch matters beyond the competition
SXSW Pitch offers something rare: a chance for early-stage founders to get evaluated by people who think several funding rounds – and eventual exits – ahead.
The judging panels include venture investors, corporate venture arms, and strategic buyers – people responsible for deploying hundreds of millions of dollars.
For the 45 finalists, the value isn’t just presenting to an audience. It’s discovering how their story holds up when tested against the frameworks institutional capital uses to make allocation decisions.
“Many founders at SXSW are hearing these questions for the first time,” Dmitrieva says. “They’re the questions I would ask three or four years from now if they came looking for institutional capital.”
Better to hear them while there’s still time to build the right structure.
Winners in each category were announced on March 14 during the SXSW Pitch Awards Ceremony. But for many founders, the real value wasn’t the trophy – it was understanding how institutional capital will eventually evaluate their company, and what needs to change before that capital arrives.
