# Valency > Valency builds people-centered, AI-accelerated research infrastructure. Its product, Valency Bond, connects AI assistants and research workflows to a live corpus of 450+ million papers and preprints so people and agents can find, verify, and cite current scientific work. Valency is a Berkeley-based company building the connection between the world’s research and the tools that reason over it. This file is a curated guide to Valency’s public site. ## Start here - [Valency homepage](https://valency.io/index.md): Company overview, positioning, and product context. - [Full site guide](https://valency.io/llms-full.txt): Detailed Markdown representation of the public marketing site. - [Valency Bond](https://valency.io/bond.md): Bond for researchers, institutions, and AI builders; MCP-based integration; grounded, citable outputs. - [Valency Bond for researchers](https://valency.io/bond/researchers.md): Four concrete researcher workflows (staying current, reading lists, claim verification, collaborator mapping). ## How Valency works - Valency continuously ingests and structures papers and preprints (full text, metadata, versions, citation graph), with new work searchable within hours. - Bond exposes 38+ research tools through one MCP connector, including semantic search, citation tracing, researcher profiles, trends, and export. - Outputs are grounded in resolvable sources and designed to be token-efficient for assistant and agent workflows. - Institutions and R&D teams can connect private research with global scientific knowledge without moving private data out of their secure environment. ## Who Valency serves - Researchers, academics, and non-profits who need current, traceable literature workflows. - Universities, national labs, and R&D organizations that need grounded views across internal and public research. - AI product teams and developers integrating live scientific knowledge into MCP-compatible assistants and agents. ## Company - [About the team](https://valency.io/team.md): Leadership, principles, and how Valency works. - [Careers](https://valency.io/careers.md): Hiring philosophy, process, and open-application path. - [Open jobs](https://valency.io/jobs.md): Current role snapshot and links to the live Ashby job board. ## Contact - [Contact Valency](https://valency.io/contact.md) - Product support: [support@valency.io](mailto:support@valency.io) - Enterprise and institutions: [sales@valency.io](mailto:sales@valency.io) - Media inquiries: [media@valency.io](mailto:media@valency.io) ## Optional - [Press kit](https://valency.io/press-kit.md): Logos, leadership headshots, and media contact. - [Valency privacy policy](https://valency.io/privacy.md): Canonical privacy policy. - [Valency terms](https://valency.io/terms.md): Canonical terms of use. - [Data Processing Addendum](https://valency.io/dpa.md): Effective 11 August 2026; applies with a separate written commercial agreement and does not apply to self-service, free, trial, or evaluation use. - [Valency blog](https://blog.valency.io/): Company news and long-form writing.