Poly Secures $8M Seed Round to Launch AI‑Powered File Browser, Backed by Leading Venture Investors

Poly, a San Francisco‑based startup building an AI‑powered file browser designed for the generative era, has today revealed the successful closing of an $8 million seed funding round as it emerges from stealth and prepares to launch its flagship product to the public. The funding marks a pivotal moment for the company, which has been developing its technology quietly for the past two years before unveiling its vision for a new kind of intelligent file system.

The round was led by venture capital firm Felicis, with significant participation from other notable investors including Bloomberg Beta, NextView Ventures, Figma Ventures, AI Grant, Wing Ventures, and MVP Ventures. These investors bring deep experience backing early‑stage technology companies in AI, productivity tools, and infrastructure.

Poly’s approach focuses on reimagining the file browser — a tool that has remained largely unchanged for decades — by layering AI intelligence directly on top of users’ file systems. Unlike traditional solutions that rely on manual tagging and folder hierarchies, Poly uses machine learning models to make all file formats instantly searchable, understandable, and generative. The product can summarize documents, tag and organize media, and even generate new content such as transcripts or presentations from user files.

The newly raised capital will be primarily used to accelerate product development, build out the company’s AI infrastructure, and expand the team ahead of a wider rollout. Poly is currently inviting users to join a waitlist, and its desktop application is already available on macOS with a Windows version in the pipeline. According to the company, the goal is to redefine how people interact with digital files by turning the file system itself into an AI‑augmented workspace.

“Poly was built on the belief that in an AI‑first world, the file system itself has to evolve,” said Abhay Agarwal, founder and CEO of Poly. The company’s innovative engine, known as Polyembed‑v1, is designed to understand a wide range of content — from text and PDFs to audio and video — enabling users to derive deeper insights and more contextually relevant results than search tools of the past.

The seed round reflects strong confidence from investors in Poly’s potential to transform a fundamental part of computing. For Felicis and the other backers, Poly represents a bet on the next generation of productivity tools that leverage artificial intelligence to streamline workflows and help users uncover insights buried in their personal and professional data.

Investors have pointed to the broad applicability of the technology, noting that Poly’s capabilities could benefit a wide range of users — from individual creators and researchers to enterprise teams managing large repositories of documents. Early adopters have reportedly used the platform to simplify complex research, organize creative assets, and automate routine tasks that previously required manual effort.

The round also highlights a trend in the broader AI ecosystem, where venture capital continues to flow into startups that promise to enhance productivity and workflow intelligence. With companies and individuals alike generating ever‑greater volumes of data, the need for tools that can make sense of that information is becoming increasingly urgent. Poly’s AI‑driven file browser aims to be at the forefront of this shift, offering users a smarter way to manage their digital lives.

In addition to fuel for product efforts, the funding will support Poly’s strategy for talent acquisition, allowing the company to recruit top engineering, design, and AI research talent to scale its operations. The company has already brought together a multidisciplinary team that includes experts in design, engineering, and machine learning, and the additional resources are expected to help accelerate product innovation.

As the company prepares to open its platform to a broader audience, the $8 million seed round provides a solid foundation for growth at a time when demand for AI‑augmented tools is surging. Poly’s investors clearly believe that the integration of intelligence at the core of file management could redefine how people interact with information across devices and contexts — a belief that will now be tested as the startup moves out of stealth and into mainstream use.