Top Machine Learning Startups in 2026

Arcee has two products Domain Adaptive Language Models and a System with an end to end RAG Solution. Arcee is able to help organizations with either in-domain model builds that adapt to their use case or a retrieval augmented generative system that produces 40-50% less hallucinations then standard RAG systems.

EliseAI is an AI startup transforming complex healthcare and housing systems. By deeply integrating into workflows and automating operations, it makes them efficient and cuts costs for all. Its platform supports medical practices with patient scheduling, intake and front-desk operations and helps property managers handle leasing, maintenance and resident engagement. EliseAI replaces fragmented tools with one integrated system that reduces manual work and improves accessibility and experience for residents and patients alike. The company is based in New York with teams in San Francisco, Boston and Chicago. To learn more, visit eliseai.com/careers.

Agtonomy is a hybrid autonomy and tele-assist service platform built to address the growing labor and sustainability challenges facing local agriculture. The Agtonomy platform turns tractors and other equipment into autonomous machines providing a low-cost, technology-enabled labor force to manage such equipment.

Tenstorrent is helping enable a new era in artificial intelligence (AI) and deep learning with its breakthrough processor architecture and software. The company’s mission is to deliver orders of magnitude better performance and efficiency for AI workloads from the datacenter to edge of Cloud by co-designing hardware, software and AI algorithms with our unique technology. Tenstorrent’s architecture scales from datacenter servers to IoT devices with dramatically improved efficiency, flexibility, programmability compared to legacy accelerators including CPUs, GPUs, FPGAs, and TPU-type processors. It is developed by our world-class team with deep expertise in computer architecture, hardware design and verification, systems engineering, compilers, software development, and machine learning algorithms. Our engineering-based culture is focused on achieving the highest levels of AI innovation across all of Tenstorrent’s technical disciplines. We constantly strive to blend best-in-class aspects of integrity, openness, diversity and collaboration throughout the company: from the CEO to the engineering leadership and to the newest employee who may be a recent college graduate. By joining Tenstorrent, you will be an integral part of a highly accomplished and distinguished team that has many years of experience at companies that include AMD, Arm, Intel and NVIDIA, and that thrives on delivering new, innovative products. Based in Toronto with offices in Austin, Tenstorrent is growing quickly. And, we are proudly backed by top-tier Venture Capital firms including Real Ventures and Eclipse Venture Capital, as well as prominent industry luminaries. Tenstorrent offers a highly competitive compensation package and benefits, and we are an equal opportunity employer.

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