Adopt AI

Adopt AI is a startup focused on developing AI-powered solutions that enable users to query data using natural language. Their system translates plain English questions into API calls, integrating with various data sources like internal reporting portals, Salesforce, and homegrown services. The output is then processed by a large language model (LLM) to filter and shape the response, which is delivered via email, Google Drive documents, or rendered as charts. The company emphasizes the importance of robust evaluation suites as the formal specification for LLM-backed systems, treating prompts as implementations and models as interpreters.