--- title: Harvey slug: harvey-5cd1f url: /detay/harvey-5cd1f type: article language: English entity: primary: Harvey type: article disambiguation: Harvey: AI-powered legal tech. Automates workflows & boosts efficiency for law firms. categories: - name: Law slug: hukuk url: /kategori/hukuk - name: Software And Artificial Intelligence slug: yazilim-ve-yapay-zeka url: /kategori/yazilim-ve-yapay-zeka tags: - Microsoft Integrations - AI Solutions - Harvey - Legal Technology - OpenAI author: Ömer Said Aydın created_at: 2025-05-11T15:35:01.953829+03:00 updated_at: 2025-05-13T21:01:43.714846+03:00 image: https://cdn.t3pedia.org/media/uploads/2025/05/11/1OPTdFUZ7nk8CbhY1od22lgTMl1TjsYh.jpg --- # Harvey ## KURE Information Cards ### KURE Information Card: Harvey ![K2QzC96oWckN0LbSQokkIXyH6abBsMrv.webp](https://cdn.t3pedia.org/media/uploads/2025/05/11/zVS28YwhN5st9MpxLn2bQDblmCTijRxl.webp) | Field | Value | |-------|-------| | Website(s) | https://www.harvey.ai/ | | Founded(Text) | 2022 | | Founder(s) | Winston Weinberg Gabriel Pereyra | | Location | San Francisco California USA | ## Article Content **Harvey** is a technology startup that develops AI-powered solutions for legal professionals. Founded in 2022 in San Francisco, California, the company focuses on automating workflows and improving efficiency in legal departments and law firms using large language models (LLMs). The company was established by Winston Weinberg and Gabriel Pereyra. ### **Founding** [Harvey](/en/detay/harvey-dc41a/llms.txt), officially registered as Counsel AI Corporation, was founded in 2022 by Winston Weinberg, drawing from his experience at the law firm O’Melveny & Myers, and Gabriel Pereyra, who previously conducted research at DeepMind, Meta AI, and Google Brain. The founders initially developed a prototype using legal questions sourced from Reddit and presented it to [OpenAI](/en/detay/openai-releases-its-open-weight-model-after-five-y/llms.txt), leading to seed funding. Harvey became one of the first companies backed by the OpenAI Startup Fund. [YouTube Video](https://www.youtube.com/watch?v=92_ipeEdpU0) *Harvey Promotional Video (Harvey)* ### **Technology and Products** Harvey’s platform operates on a custom [large language model](/en/detay/large-language-models-llm-5c4ce/llms.txt) based on OpenAI’s GPT-4 and is hosted on Microsoft Azure to ensure high levels of security and scalability. The main product suite includes **Assistant**, **Vault**, **Knowledge**, and **Workflows**, which support functions such as contract analysis, document comparison, legal research, litigation drafting, and regulatory reviews. - **Assistant** generates drafts in response to natural language legal prompts and helps streamline document simplification, editing, and drafting. - **Vault** is a secure repository for uploading and analyzing documents. - **Knowledge** integrates with extensive legal datasets—including legislation, case law, and regulatory documents—to provide substantiated answers. ### **Use Cases** Harvey’s solutions are used by over 250 law firms and corporate clients globally. A major milestone occurred in 2023 when Allen & Overy deployed Harvey across its 3,500-lawyer workforce. The platform has since been adopted by 28 of the AmLaw 100 firms. Corporate clients include Comcast, PwC, Rajah & Tann Singapore, Cuatrecasas, and Deutsche Telekom. ### **Investments** Since its inception, Harvey has participated in several investment rounds. It first received funding from the OpenAI Startup Fund and later raised $300 million in a 2023 round led by Sequoia Capital, reaching a valuation of $3 billion. Other participants included Coatue, GV (Google Ventures), Kleiner Perkins, Elad Gil, and RELX Group. In 2025, the company is aiming to raise an additional $100 million in a new funding round led by Alphabet’s GV fund. ### **Product Development Approach** Harvey integrates legal professionals directly into its product development cycle by partnering engineers with lawyers from top firms and in-house legal departments. This collaboration ensures contextual relevance and practical usability for the legal tools being developed. ### **Partnership with Microsoft** Harvey has built deep integrations with Microsoft’s SharePoint, Microsoft 365 Copilot, and Word applications. This enables users to leverage Harvey’s AI tools within Microsoft Word without needing to manually upload documents. These integrations also support real-time document matching and data management through SharePoint Embedded. ### **Security** The platform complies with global data security and privacy standards, including SOC 2 Type II, ISO 27001, GDPR, and CCPA. Harvey anonymizes user data, honors deletion requests, and keeps client data segregated. Enterprise-grade features include SAML SSO, IP allowlisting, audit logs, and data lifecycle management tools. ### **Competition** Harvey operates in the same space as other AI-powered legal platforms such as Casetext, Lex Machina, Robin AI, Spellbook, and Eve. Harvey distinguishes itself through its direct collaboration with domain experts, Microsoft Azure-based infrastructure, and its established partnerships with large-scale legal organizations. ### **Future Outlook** Harvey plans to expand its portfolio of fine-tuned AI models, deepen integrations with [Microsoft Copilot](/en/detay/microsoft-copilot-b5557/llms.txt) and Azure, and offer more scalable solutions for corporate legal departments. The company also aims to train its own open-source models using Nvidia accelerated computing systems. In the long term, Harvey envisions expanding across additional sectors—including major law firms, financial institutions, and public agencies—by forming strategic partnerships and broadening its domain reach. ## Academic Sources and References 1. "About Us." Harvey. Accessed May 9, 2025. https://www.harvey.ai/company."AI Legal Assistant Harvey Lands Investment from OpenAI." TechCrunch. Accessed May 9, 2025. https://techcrunch.com/2022/11/23/harvey-which-uses-ai-to-answer-legal-questions-lands-cash-from-openai/."Customer Stories." Harvey. Accessed May 9, 2025. https://www.harvey.ai/customers."Forbes Company Profile: Harvey." Forbes. Accessed May 9, 2025. https://www.forbes.com/companies/harvey/?list=ai50."Harvey AI Came Out of Nowhere and Took Over Legal Tech." AIM Research. Accessed May 9, 2025. https://aimresearch.co/market-industry/harvey-ai-came-out-of-nowhere-and-took-over-legal-tech."Harvey Homepage." Harvey. Accessed May 9, 2025. https://www.harvey.ai/."Harvey Legal Workflows." Harvey. Accessed May 9, 2025. https://www.harvey.ai/products/workflows."Harvey LinkedIn Profile." LinkedIn. Accessed May 9, 2025. https://www.linkedin.com/company/harvey-ai/about/."Harvey Microsoft Azure OpenAI Case Study." Microsoft. Accessed May 9, 2025. https://www.microsoft.com/en/customers/story/19750-harvey-azure-open-ai-service."Harvey Newsroom." Harvey. Accessed May 9, 2025. https://www.harvey.ai/newsroom."Harvey Overview." Futurepedia. Accessed May 9, 2025. https://www.futurepedia.io/tool/harvey#tool-reviews."Harvey Product Assistant." Harvey. Accessed May 9, 2025. https://www.harvey.ai/products/assistant."Harvey Product Knowledge." Harvey. Accessed May 9, 2025. https://www.harvey.ai/products/knowledge."Harvey Product Vault." Harvey. Accessed May 9, 2025. https://www.harvey.ai/products/vault."Harvey Product Overview." YouTube. Accessed May 9, 2025. https://www.youtube.com/watch?v=92\_ipeEdpU0."Legal AI Startup Harvey Reportedly Seeking $100M at $1.5B Valuation." SiliconANGLE. Accessed May 9, 2025. https://siliconangle.com/2024/07/03/legal-ai-startup-harvey-reportedly-seeking-100m-funding-1-5b-valuation/."Security Overview." Harvey. Accessed May 9, 2025. https://www.harvey.ai/security.