Financial Agentic RAG combines document ingestion, embedding-based retrieval, and GPT-powered generation to deliver an interactive financial analysis assistant. The agent pipelines balance search and generative AI: PDFs, spreadsheets, and reports are vectorized, enabling contextual retrieval of relevant content. When a user submits a question, the system fetches top-matching segments and conditions the language model to produce concise, accurate financial insights. Deployable locally or in the cloud, it supports custom data connectors, prompt templating, and vector stores like Pinecone or FAISS.

Twain is an AI-driven writing tool specifically tailored for sales environments. It assists users in drafting compelling messages for various outreach efforts including cold calls and emails. By leveraging artificial intelligence, Twain analyzes the context and provides real-time recommendations, helping users save time and enhance their writing skills. From pipeline management to discovery meetings, Twain empowers sales teams to communicate effectively and persuasively, making it a vital tool in their arsenal.