Evolving Investment Expectations in the Rapidly Changing Tech Landscape

A new era of disciplined investing

Investor scrutiny and market dynamics have ushered in an era of more disciplined fundraising focused on quality over quantity. Fewer deals are being funded at the seed stage, and many investors are re‑emphasizing the value of more strategic rounds.

Smaller, focused seed rounds can create necessary discipline for founders, allow greater flexibility to pivot and give investors clearer evidence of company viability before larger checks go in. A startup that shows tangible progress on a leaner initial raise is often better positioned to attract follow-on funding at higher valuations.

Levin, a power law investor, said that whether he invests at a US$10 million or US$15 million valuation is less important than the company’s potential to deliver outsized returns if things go well.

At the same time, Levin noted that the integration of AI tools is fundamentally changing the pace of growth for portfolio companies.

“AI can’t build every product on its own, but there’s still a lot of things that can be done faster, so I do sort of expect that founders should be able to hit key metrics, certain milestones earlier, at least in the realm of vertical AI-type business models,” he said.

Valuations have reset, but expectations are rising again on the back of these highly scalable AI-driven technologies.

Durable opportunities

While AI markets are crowded, investors can look for strategic opportunities beyond pure-play AI. Promising niches are emerging at the intersection of technology and tangible, real-world applications, including:

• Physical AI: Includes robotics, hardware and automation. Levin identified these sectors as slower to adopt but ripe for innovation.
• Infrastructure & Construction: Levin cited Boston Civil, a civil engineering and land planning firm formerly known as Quetti Design, as a company using AI to optimize projects.
• Energy Sector: Startups such as Pila Energy are focused on modular, smart and efficient power solutions to address energy crises.

Levin points to an uptick in IPO activity and M&A as evidence that liquidity is returning, and says early‑stage valuations are at a “pretty good equilibrium point.” While he sees pockets of froth in some big‑name companies, he believes the broader market is in a “relatively decent place,” rather than on the brink of a bubble burst.

The public markets remain resilient, fueling cautious optimism. The key is to find opportunities where innovation intersects with real-world problems and to look for founders who understand their markets and can adapt quickly.