Back

Startups vs Large Companies: How AI Is Closing the Gap, Straight From San Francisco

Not long ago, building a serious product took a big team and a bigger budget. Now a handful of engineers can ship something that once needed a whole department. That’s the heart of the startups vs large companies conversation in 2026, and it was on full display in San Francisco this week, where ten Portuguese startups showed up with a very practical kind of AI.

Ten startups, one packed week

RedBridge Lisbon, Unicorn Factory Lisboa and Startup Portugal teamed up to bring the group to SF Tech Week. The event began on the 5th and runs until the 11th, then moves to Los Angeles until the 18th. Around 45 Portuguese startups applied, which says plenty about how crowded and capable the local scene has become. The selected teams work in AI, SaaS, HealthTech and Deeptech, and together they have already raised more than 11 million euros.

Who made the trip

  • CodePlatform, an AI lab building its own language model and compiler
  • Enline, using digital twins and AI to optimize energy assets
  • ExpertGrain, turning scattered cereal market data into useful signals
  • FRANK, an AI agent automating insurance brokers’ work, which recently raised $2.9 million
  • Lampsy, with an invisible epilepsy monitoring device
  • noticed, Inc., using AI to improve professional relationships
  • Octo Health, an operating system for health management
  • Savearth, a behavioral intelligence platform for hotels
  • The C-MORE Company, building a private operational risk database
  • VeriCasa, automating compliance in real estate

Notice the pattern? Most aren’t selling models or infrastructure. They apply AI to specific, demanding problems like the electricity grid, insurance brokerage and real estate compliance, and several already have clients and revenue.

AI competitive advantage for small teams

Gil Azevedo, CEO of Unicorn Factory Lisbon, puts it plainly: AI has shortened the distance between a startup and a large company. A small team can now build products that needed far more resources a few years ago. For Portugal, with strong technical talent coming out of its universities, he sees a huge opportunity.

naom_613f33a58169e.jpg

This is where AI adoption in startups turns from buzzword into real AI competitive advantage. Smaller companies move quickly, skip layers of approval and aim at narrow niches. Think of a speedboat next to a cruise ship. Both float, but only one turns on a dime.

The hard part hasn’t gone away

Better tools don’t fix funding. Investors are more selective and want proof that customers will actually pay. Filipa Pinto Carvalho of RedBridge Lisbon adds that the challenge has moved from inventing technology to placing it in a crowded, global market.

Miguel d’Aguiar of Startup Portugal says the home market is small, so going international is part of Portuguese companies’ DNA. His advice is to win specific positions with business clients and investors who value technical depth, especially in regulated sectors like energy, health, insurance and compliance, instead of chasing everything at once.

Azevedo agrees that focus matters, and adds that the US market rewards preparation. In his view, a trip like this isn’t judged by the days spent in San Francisco. It’s judged by the relationships that last, the investment that follows and the trust built around the Portuguese ecosystem.

What to take from it

For founders, the message is simple: use AI to punch above your weight, but show real customers and real revenue. For everyone else, it’s a reminder that the playing field is a bit flatter than it used to be. devs.com.pt highlights that Portugal’s tech scene keeps gaining visibility abroad, and if you want to meet the people behind these stories, a few startup events are a good place to begin.