Quick takeaways
Charlie is Fortude’s AI-powered virtual assistant built on the Retrieval-Augmented Generation (RAG) framework. Unlike traditional chatbots, Charlie blends retrieval and generation models, enabling it to deliver precise and context-aware responses. Designed to simplify and accelerate access to information, Charlie is an enabler for organizations looking to streamline operations across multiple departments. From enhancing customer support to boosting sales efficiency and enabling HR self-service, Charlie redefines how businesses interact with their knowledge.

At its core, Charlie is powered by a sophisticated system that integrates natural language processing (NLP), retrieval-augmented generation, and actionable capabilities.
Here’s how it works:
Charlie ingests diverse knowledge sources, including enterprise application data, internal knowledge bases, and public information, creating a rich repository of information. When a user poses a query, Charlie’s Orchestrator processes it using NLP to understand the intent. This ensures the response isn’t just relevant but also deeply contextualized to the query.
Beyond delivering answers, Charlie features a Skills Manager that allows it to execute specific tasks such as creating tickets, initiating workflows, or automating routine actions. This functionality makes Charlie more than an information assistant—it’s a proactive tool for driving efficiency.
The user interaction layer provides an intuitive interface for seamless engagement. While currently integrated with Microsoft Teams, a customizable web application is in the making to further enhance the user experience.
Charlie’s advanced capabilities and user-centric design make it a standout AI assistant.
Here’s why:
For example:
This flexibility makes Charlie the perfect fit for businesses that need to adhere to local regulatory requirements or prioritize data residency.
Charlie is built to add value across a wide range of organizational functions. Here’s how it supports key departments:
Currently, Charlie is piloting an HR use case within Fortude by integrating the employee handbook, demonstrating its potential to transform internal processes.
Charlie has evolved into a more context-aware conversational assistant, integrating additional knowledge sources. With Azure as the backend, the upgraded version now offers enhanced responsiveness and interaction capabilities.
Charlie’s capabilities will soon also expand to include Skills with Actions, allowing it to automatically handle workflows, create tickets, and execute complex processes. This milestone will mark a new phase of automation and efficiency for organizations.
Request a trial with Fortude today and discover how Charlie can enhance your knowledge management and operational workflows.