Avallon AI

The company aims to make building affordable by leveraging AI to analyze blueprints. It focuses on building computer vision object detection models and coordinating these models, with an emphasis on ML and algorithm development. The company states it prioritizes the intelligence side (ML and algorithms) over the application side. Backed by investors who have funded PlanGrid, Dropbox, and Airbnb, it has strong backing. It is part of Y Combinator's Winter 2025 batch (YCW25).

CloudCruise provides a comprehensive platform that enables developers to build and deploy browser agents with ease. The company offers an API-based service that allows users to trigger these agents on demand, streamlining automation workflows. CloudCruise distinguishes itself through its automatic repair capabilities, which proactively identify and fix issues in browser agents to ensure consistent reliability and performance. This combination of development tools, accessible APIs, and intelligent maintenance makes CloudCruise a robust solution for organizations seeking to automate browser-based tasks at scale.

Cobalt sells expert data to frontier AI labs. The platform combines a network of 24,700+ credentialed domain experts across 1,300+ hospitals, universities and research centers with Cobalt's own annotation software. Labs use it for expert annotation, RL environments, evals and clinician-anchored benchmarks. 116,000+ expert reasoning traces delivered so far. The team is also building an enterprise AI business for healthcare revenue cycle management: LLM-based billing-code matching that finds revenue health systems never collected.