Famed Silicon Valley startup accelerator Y Combinator on Wednesday kicked off its two-day “Demo Day” event that showcases what the most recent YC batch, S24, companies are building.

Unsurprisingly, AI companies dominated the day, with startups looking to apply the technology to problems like estate planning and settlements, Elayne; automating clinical trial data, Baseline AI; and helping companies get goods through customs, Passage.

Sectors like fintech, healthcare, and web3, which dominated YC cohorts of the past, were noticeably quieter, or completely absent, from Wednesday’s presentation.

Here are the companies worth paying attention to from the first day of Demo Day. Spoiler alert: Pretty much all use AI.

Azalea Robotics Corporation

What it does: Automates moving baggage at airports with robots.

Why it’s a fave: This seems like an ideal use case for robots, considering that collecting and moving baggage at airports is an entirely manual process, which can also be dangerous. This may also be technology that airports would actually be willing to pay for.

Baseline AI

What it does: AI automation of clinical trial documents.

Why it’s a fave: I’m a fan of anything that is aiming to make clinical trials work better and run faster, considering how important they are in the process of getting new drugs and treatments to market. The company claims it can save companies $18 million in costs and lost revenue, which seems like a notable improvement.

Elayne

What it does: AI-powered estate planning and settlements.

Why it’s a fave: As someone who has watched a family member navigate this process, I’m glad someone is building a better solution. Plus, the fact that Elayne is looking to reach consumers through their employers is a smart way to get more people thinking about this before they have to.

Hamming AI

What it does: Automated testing for AI voice agents.

Why it’s a fave: There are so many startups building customer support AI systems, but do they work? I think Hamming’s strategy of testing out these AI customer service bots is a needed service in this growing ecosystem.

Lumen Orbit

What it does: Data centers in space.

Why it’s a fave: This company stood out because it seems like an extreme moonshot, and yet it’s already landed customers and is launching a demonstrator satellite next year. The concept of using solar energy to power data centers may be one to consider doing on Earth, too.

Ontra Mobility

What it does: Helps cities optimize transit.

Why it’s a fave: Ontra Mobility’s quest to help local governments better utilize their public transit options is a solid one. Most cities don’t have the budget to expand public transit options despite population growth, so figuring out a smarter way to utilize what options they already have makes sense.

Passage

What it does: AI-assisted customs support.

Why it’s a fave: Considering how easy it is for consumers to get packages held up by customs, I can only imagine how complicated the importing process is for companies moving a lot of goods across the border all the time.

Promi

What it does: AI price optimization.

Why it’s a fave: This is a super interesting approach to e-commerce pricing. Promi’s AI looks to help companies offer data-informed fluctuating discounts to customers that change based on interest and activity. This makes a lot of sense.

RetroFix AI

What it does: TurboTax for building rebates.

Why it’s a fave: Personally I’m a fan of any company that helps consumers or other companies unlock the government incentives they are eligible for. I like RetroFix’s approach in particular because it’s unlocking government money for contractors to make buildings more sustainable.

SchemeFlow

What it does: Automates government approvals for construction projects.

Why it’s a fave: This is the kind of application AI was made for. SchemeFlow’s software helps construction companies automate technical reports shrinking the process to minutes. Further impressive, the young company has already generated reports for more than 400 construction projects.

Simplex

What it does: Synthetic datasets for vision models.

Why it’s a fave: There is only so much quality data available for large language models to train on, which leaves many LLM companies tempted to get data from sources they shouldn’t — or aren’t allowed to. Help stop AI companies from illegally scraping data? Sounds like a good goal to me.

Spaceium Inc.

What it does: Network of in-space refueling stations.

Why it’s a fave: The space industry is booming; many entrepreneurs are looking to build and send satellites, rockets, and other devices up into space. Building a company that services this growing economy seems like a smart strategy.

Village Labs

What it does: Helps businesses become employee owned.

Why it’s a fave: The company’s mission to help companies transition into employee owned is a novel one. Selling a company to its employees helps create wealth for the employees and generally results in a bigger payout for the seller. Sounds like a win-win.