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Personalized AI Website Assistant: Real-Time Guidance with Domain-Tuned Trust

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2 min read

Client

First Line Solutions is a forward-thinking company that specializes in leveraging cutting-edge technology to streamline customer interactions and enhance user experiences. This project not only transcends traditional chatbot concepts but also serves as a live demonstration of First Line Software’s capabilities in building cutting-edge, AI-powered products. This case study focuses on an internal project at First Line Software, an innovative company with a global workforce of 450 highly skilled technology specialists. We help clients reimagine digital experiences and build transformative technology that helps enable growth and success.

Challenge

First Line Software wanted to create an intelligent website AI assistant that could serve as the initial point of interaction for visitors. The assistant needed to provide accurate, context-aware responses, showcase company capabilities, and operate as a live demonstration of GPT on website technology. Traditional chatbots often lack domain-specific knowledge, tone consistency, and scalability, leading to fragmented user experiences. The challenge was to build a digital concierge that delivered personalized, trustworthy guidance while ensuring ongoing performance monitoring and reliability for customer-facing use cases.

Our Approach

An internal product team—including product ownership, business analysis, and development leadership—collaborated to design the assistant. The architecture leveraged GPT-3.5, hosted on Azure, with a backend that included an admin panel for feature testing, chat history for tracking interactions, and a content management interface for documents. Content was carefully summarized, validated, and loaded to ensure accurate, domain-tuned answers. MAIS (Managed AI Services) provided the framework for observability, monitoring, and ongoing validation. Through MAIS, the assistant maintains tone consistency, tracks performance, and ensures governance of AI outputs over time. Iterative QA cycles fine-tuned responses, optimizing both accuracy and user experience.

AI Assistant development team

Solution

The result was a personalized website AI assistant named “Jaime.” Within 60 days of launch, Jaime engaged in over 200 visitor conversations, effectively guiding users to relevant services, culture insights, and company initiatives. The assistant acted as a digital concierge, aligning communication with First Line Software’s brand voice while remaining observably consistent and reliable through MAIS.

Jaime 2.0, launched in 2025, expanded capabilities with Smart Action Buttons, compact/expanded modes, and the ability to save conversations. Integrations with HubSpot, Slack, and email further streamlined lead follow-up and improved customer engagement.

AI assistant statistics

Ensure customer-facing AI stays reliable with MAIS.
Schedule a demo with First Line Software to see how a website AI assistant can transform digital experiences with trust, scalability, and observability.

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