Fractional AI

Fractional AI, headquartered in San Francisco, is an elite development shop focused on enterprise applications of generative AI. The company specializes in tackling difficult applications of generative AI, partnering with organizations such as Change.org to automate content moderation and Airbyte to develop an AI-powered, zero-code connector builder for API integrations. Their AI Connector Builder significantly reduces the time required to build an API integration from hours to minutes. Additionally, Fractional AI has collaborated with Superintelligent to create an AI chatbot for personalized learning recommendations using Retrieval-Augmented Generation (RAG) technology. Fractional AI employs advanced models like GPT-4 and GPT-3.5 and utilizes tools such as Langchain, Langsmith, and Weights and Biases in their projects. The company serves a variety of use cases, including AI phone agents, customer support automation, complex workflow automation, domain-specific code generation, natural language data queries, unstructured to structured data conversion, and automated QA. Emphasizing the importance of keeping data within the client’s environment, Fractional AI provides production-grade solutions and focuses on bridging the gap to production for AI applications, noting that only 10% of companies currently have AI in production. Their mission is to inspire an elite team of engineers to solve the world’s most valuable problems using AI, believing that the biggest benefits of generative AI will come from automating workflows at large companies. Fractional AI aims to bridge the talent gap by providing elite engineering talent to large enterprises for high-impact automation opportunities. Their business model allows them to embrace the bespoke nature of challenging AI problems, focusing on achieving comprehensive solutions for each client. They share in the risk and upside of risky projects with uncertain outcomes, aligning their incentives with those of their clients. Fractional AI operates with a blend of consulting and hands-on software creation tailored to each client’s unique needs, leveraging cutting-edge AI best practices and customizing implementations to meet specific requirements. They expect that increasing automation and giving talented employees more leverage will create trillions of dollars of value in the economy over the next decade.