Contextual AI
View on WikipediaContextual AI is an AI software company based in Mountain View, California. It develops a platform for building specialized Retrieval-Augmented Generation (RAG) agents for enterprise use.[1] The company was founded in 2023 by Douwe Kiela and Amanpreet Singh, both former AI researchers at Facebook AI Research (FAIR) and Hugging Face.[2]
Key Information
Contextual AI provides generative AI applications, with deployments primarily in the technology, banking, finance and media sectors.
History
[edit]In 2020, while working at Meta, Kiela worked with others to develop retrieval-augmented generation, as a way to improve the performance of large language models (LLMs).
In June 2023, Contextual AI announced[2] it had raised $20 million in a seed funding round led by Bain Capital Ventures (BCV), with participation from Lightspeed Venture Partners, Greycroft, SV Angel, and several angel investors.[1]
In August 2024, the company raised $80 million in a Series A funding round[3] led by Greycroft,[4] with participation from previous investors[5] including Bain Capital Ventures, Lightspeed, and Conviction Partners.[6] The round also included new backers such as Bezos Expeditions, NVentures (Nvidia), HSBC Ventures, and Snowflake Ventures.[7]
In January 2025, Contextual AI announced the general availability of its enterprise platform for building specialized RAG agents.[8] In March 2025, the company introduced a Grounded Language Model (GLM) as way to attempt to improve factual accuracy in enterprise AI applications. [9]
Applications
[edit]Contextual AI's platform has been used in finance, technology, media and professional services.[10][11]
References
[edit]- ^ a b Wiggers, Kyle (June 7, 2023). "Contextual AI launches from stealth to build enterprise-focused language models". TechCrunch.
- ^ a b Franzen, Carl (June 7, 2023). "Contextual AI emerges from stealth with $20M to pursue 'artificial specialized intelligence'". VentureBeat.
- ^ Gain, Vish (August 2, 2024). "San Francisco's Contextual AI raises $80m to scale platform". Silicon Republic.
- ^ Vu, Marcie (August 1, 2024). "Expanding Our Investment in Contextual AI". Greycroft.
- ^ Cai, Kenrick (August 1, 2024). "Contextual AI raises $80 mln for model-enhancing technique". Reuters.
- ^ Fink, Charlie (August 9, 2024). "Contextual AI Raises $80 Million, Judge Calls Google A Monopolist, Bytedance Intros Jimeng Text-To-Video AI". Forbes.
- ^ Deutscher, Maria (August 2, 2024). "Contextual AI nabs $80M for its 'RAG 2.0' platform". SiliconANGLE.
- ^ Wheatley, Mike (January 15, 2025). "Contextual AI launches RAG 2.0 platform to aid in the development of domain-specific AI agents". SiliconANGLE.
- ^ Nuñez, Michael (March 4, 2025). "Contextual AI's new AI model crushes GPT-4o in accuracy — here's why it matters". VentureBeat.
- ^ "Contextual AI's Customers". CB Insights. 2025.
- ^ Sullivan, Mark (March 18, 2025). "The most innovative companies in applied AI for 2025". Fast Company.
