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4 YC fall startups that companies should pay attention to

TechBrunchBy TechBrunchDecember 7, 20243 Mins Read
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Y Combinator, Silicon Valley's prominent startup accelerator, held a demo day for its first fall cohort this week.

The 95 startups included in this latest batch are very similar to recent YC cohorts in the sense that they include many AI startups. If my calculations are correct, 87% of startups in this group will be AI companies. Similar to YC's summer and winter batches this year, there was a focus on customer service-related AI and AI agents.

However, there were four companies that piqued my interest, and they all had something in common. That means we're building tools to help companies monitor AI applications and quickly resolve or prevent inaccuracies. This inaccuracy hinders the widespread adoption of AI tools by enterprises. And big companies need to pay attention to them.

Feature: API that allows AI agents to contact humans for assistance and approval.

Why we love it: When working as intended, AI agents can make a huge difference when it comes to productivity. Having humans in the feedback loop can help keep AI agents from going off track, but too much human oversight can slow down the process and reduce the efficiency that AI agents are supposed to deliver. There is. HumanLayer seems like a nice and happy medium. Human supervision is introduced only when necessary and not when it is not needed.

Contents: Research agent for corporate sales.

Why I love it: This is the first enterprise sales lead generation software I've had reason to be excited about (sorry). Raycaster's approach finds very specific details about potential sales targets, such as the lab equipment a company uses or what the company's CTO talked about at a recent conference, to find out the right way at the right time. It's about selling. This stands out among the wave of lead generation startups that still seem focused solely on aggregating surface-level information.

Feature: Compliance guardrails for AI applications.

Why we love it: Galini gives enterprises tools to easily set AI guardrails based on both corporate policies and AI application regulations. Additionally, putting these controls in the hands of companies gives them more freedom to assess how effective their guardrails are.

What it is: A set of AI tools to help enterprise customers manage hallucinations.

Why it's popular: AI hallucinations are a big problem with no easy solution. While CTGT cannot prevent all hallucinations, its approach of proactively monitoring and auditing a company's models to better spot anomalies and potential hallucinations is a nice upgrade over other options. It seems like. The fact that the company is already testing its technology with Fortune 10 companies is also a good sign that potential customers are looking for tools like this.



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