Generative Now | AI Builders on Creating the Future Arvind Jain: Why Now Is the Time to Solve Enterprise Search (Encore)
May 22, 2025
Arvind Jain, founder and CEO of Glean, has a rich background as a co-founder of Rubrik and experience at Google and Microsoft. In this insightful discussion, he delves into the evolution of AI-assisted enterprise search and the challenges of data fragmentation. Arvind reveals how Glean leveraged transformer models to enhance search capabilities and discusses the impact of ChatGPT on market demand. He also shares lessons from his startup journey, emphasizing the necessity of leadership in fostering an innovative culture around AI tools.
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Model Architecture and Strategy
- Glean uses a hybrid model architecture combining company-trained semantic models and foundation LLMs for reasoning.
- They dynamically choose the best LLM for tasks, leveraging strengths of different providers like OpenAI and Anthropic.
Future of Work and AI Agents
- AI will automate many routine enterprise tasks, changing work to focus on creativity and critical thinking.
- Glean’s agent platform enables non-developers to build AI-powered multi-step workflows using natural language.
Competition and Partnership Mindset
- Rather than competitors, language model companies and cloud providers are partners for Glean.
- Glean offers a horizontal AI platform consolidating AI work and building many agents across thousands of SaaS apps.