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· 8 min read
Stefan Anca
Matthias Broecheler

Have you wondered how companies can leverage their data through GenAI technologies for business growth? With the open-source Acorn Agent Framework, businesses can now extract actionable insights, enhance user engagement, and catalyze new revenue streams by using Generative AI technologies on their data. Acorn Agent enables Large Language Models (LLMs) to connect seamlessly with a company’s data via API calls, providing natural language access to complex sources of data. Let’s explore how Acorn Agent can unlock the value of your data, using financial services as an example.

Unlocking Business Potential with Acorn Agent

Imagine a financial institution, such as a bank, which has extensive data on their users and their transactions. How can this data be used to drive additional business? Here are some examples that unlock the value of customer data through LLM Agents powered by Acorn Agent.

Step 1: Developing a Financial Assistant ChatBot

A Financial Assistant ChatBot that can retrieve user transactions and credit card history when responding to user questions and extract valuable insights about user spending. Having access to the user data, the Financial Assistant can perform tasks like:

  • Transaction Analysis: Which transactions accounted for most of my spending this month?
  • Expense Breakdown: Show me a breakdown of my expenses per category for this month.
  • Trend Identification: Highlight categories where my expenses increased from last month.
Acorn Agent Financial Use Case >

By displaying information in natural language, tables and visual charts, this chatbot enables users to retrieve the information they need. This improves customer satisfaction and reduces customer support costs. And as users interact with the chatbot for insights and analytics, they use their bank accounts more, fostering loyalty and increasing user engagement.