AI-Powered Sales Support

Generative AI assistant enabling fast and reliable sales support.

Read more
Expertise
  • Generative AI
  • Natural Language Processing
  • System Integration
  • Workflow Automation
  • Retrieval-Augmented Generation (RAG)
Platforms
  • Chatbot
What we delivered
  • Generative AI assistant
  • Integration with internal knowledge sources
  • Validated content responses

The challenge

NOS sales teams were spending too much time searching for the right information across multiple channels. They needed a way to access accurate, context-aware answers through fast and natural interactions, especially when information varied or depended on the customer journey context, while ensuring compliance with internal business rules.

Premium Minders looking happy and focused working on the project
VSCode showing parts of the python code of the application

The solution

We designed a Generative AI assistant capable of understanding natural language and adapting to users across all levels of experience, from junior profiles to senior sales experts.

It connects to internal knowledge sources, filters content by channel and permissions, and turns existing documentation into structured conversational flows. The assistant provides contextual answers for different operational scenarios, guides users through sales procedures step by step, and reduces hallucinations or information mixing by relying only on validated content.

Terminal user interface showing the conversation between the user and the AI assistant

Architecture and
Technology

  • Python
  • OpenAPI
  • Embeddings
  • RAG
A young woman smilling while using a touch pen and a tablet

The results

The assistant consistently returned accurate and relevant answers. It drew only from validated internal content, adapted its responses to different user profiles, guided agents through multi-step operational processes, and supported complex workflows in sales.

The approach reduced reliance on manual knowledge searching and demonstrated clear potential for scalable use beyond sales support, including customer support, operations, training, and back-office teams.
A feminine hand using a tablet showing a large number of nodes connected with each other.

Do you have a challenge we could help with? Let's talk.

Paulo Jesus
Say hi to Paulo
Or email us atsoftware@premium-minds.com

This site is protected by reCAPTCHA and the Google privacy and terms apply.

Other success stories