Top Computer Vision Startups in 2027

Based in Silicon Valley, Plus.ai was founded in 2016 by a group of Stanford PhD classmates who saw the strong potential of artificial intelligence to make a big impact on business and society. With trucking being the primary means of shipping in America, the founders decided to focus on self-driving technology to transform the trillion-dollar commercial trucking industry. Plus.ai is one of the most advanced autonomous trucking companies today in terms of technological progress and were the first to obtain California’s Autonomous Testing License. The company has since been working on improving the robustness and safety of its fully functional Level-4 autonomous trucks. Plus.ai closely collaborates with the largest OEMs to build self-driving trucks that are safer than human-operated vehicles. The company operates a fleet of autonomous trucks in pilot programs with the top freight shipping companies.

Orom AI is building a real-time spatial perception layer for Physical AI. Our models help robots, drones, and other camera-equipped systems understand where they are, what is around them, and how real-world environments are structured. We solve the most generalizable version of the perception problem as a baseline: monocular and edge-first, with no strict dependence on LiDAR, expensive sensor stacks, or cloud dependence. We fuse additional sensor inputs when a specific use case calls for it within the same methodology, improving robustness and accuracy depending on deployment fit. We are building a truly novel perception stack by combining the power of compact neural networks with geometric grounding from classical optimization techniques. The neural modules learn strong 3D priors, while proven numerical solvers keep the results precise, stable, and interpretable. Our output is transformer-native and can be readily consumed as the context layer for downstream models including VLAs, VLMs and LLMs. The foundational technology has been built and we are in the early stages of commercialization. Our monocular neural SLAM engine runs in real time on commodity hardware with either CPU or GPU and a small memory footprint, achieving strong localization accuracy on difficult sequences, substantially outperforming established classical and learned baselines. We have proved that our core technology is accurate and fast enough to help physical AI agents understand the world in production settings, and we are executing our first real-world deployments.

Real to sim — our automated stack turns prompts, images, and CAD models into visually and physically accurate, sim-ready assets and scenes, so simulation decisions match what actually happens on the floor. Sim to real — generate unlimited asset and scene variants, expand training policies, and evaluate out-of-distribution cases that are hard or unsafe to reproduce in the real world. Palatial works where you already do: an Isaac Sim plugin, MCP integrations for Codex and Claude Code, and a web dashboard — with output for Isaac Sim, MuJoCo, and Newton. Every asset ships sim-ready: precision geometry, physics-solver-friendly topology, PBR materials, accurate mass/inertia/friction, and articulated joints.

At Edit on the Spot, we seamlessly integrate automated video editing into event tech workflows, offering a comprehensive solution that combines video capture, live-streaming services, AI-assisted editing tools, and cloud-based storage. Using Edit on the Spot technology, we developed Gradcut - a cloud-based software platform designed for universities, delivering branded video clips to graduates on the same day of their graduation.

HRL's scientists and engineers are on the leading edge of technology, conducting pioneering research, providing real-world technology solutions, and advancing the state of the art. We continue to be recognized as one of the world's premier physical science and engineering research laboratories.

Our company selects, implements and optimizes the best technology and business solutions to accelerate the digital transformation process. We use our robust technological knowledge to create value and differentiate. Our work is supported by the best methods and tools. It's our job to make sure that our customers are always satisfied with us.

Construction is one of the largest industries in the world, but it is also one of the least technologically innovative spaces. Conducting fast and accurate cost estimates is a massive pain point because of the tedious nature of takeoffs (measuring & counting materials needed from the drawings). Bobyard automates the construction takeoff process with CV and NLP models to make cost estimates 10x faster while eliminating mistakes. We are a lean startup backed by some of the best VCs in the world: 8VC, Primary, and Pear. Almost all of the work lies ahead of us. We are excited to create next-gen software for the built world!

At Detect, we are powering tomorrow's grid: uninterrupted with boundless expansion. Our mission is to develop an autonomous system to predict and prevent powerline failures today to create tomorrow's stable, secure and unlimited power grid.

Artificial Intelligence (AI) computer vision platform that enables machines to see, understand, and derive insights from the visual world to enhance customer experience, Increase revenue, and optimize operations.

Caimera is an AI photoshoot tool generates hyper real AI images with your products. Caimera is built to deliver content at the scale businesses need today. Caimera works with some of the largest fashion brands, creating images that move product. Caimera’s technology is used to create editorial and catalog shots, saving brands a ton of time and money. With the best in class image and video quality and features for scale, Caimera is the AI company of choice in every boardroom right now. Website caimera.ai