O que é Ground Truth?
The unique, structured, and sanitized knowledge base of a company that acts as the primary source so AIs do not invent information.
Ground Truth is a company's most valuable asset in the Artificial Intelligence era. It refers to a centralized, purified, and structured data repository that the AI uses to base all its decisions and responses on.
Why does Artificial Intelligence fail without Ground Truth?
Imagine hiring a genius employee but not giving them the company's pricing manual or updated product PDFs. They will try to guess the values. That is exactly what an AI model does.
If your refund policy is split between a 2022 PDF, a lost WhatsApp message, and an unofficial Word document, you don't have a Ground Truth. As a result, any AI agent will try to fill the gap by inventing a rule (hallucination).
The RAG Engine
Ground Truth is the fuel for the RAG (Retrieval-Augmented Generation) system. Without this structured base:
- Sales agents give discounts that don't exist.
- Support assistants direct customers to press buttons that were removed from the app.
Infinity Solutions' digital transformation process focuses primarily on building the Ground Truth architecture for our clients, ensuring that before any Autonomous Agent is activated, it has a foolproof technical Bible to follow.