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AI Copilot

"AI for some is a black box. For others, it’s magic. But for us, it’s about choosing the right tool for the right job. For Hotovo, it’s a matter of hard-earned expertise with a spark of imagination."

Jozef Soročin, Leader of special projects at g-Xperts

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g-Xperts is a Google Maps & Cloud Premium Partner who excels in geo-applications and provides an in-house solution for accurate location information on Google Maps.

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g-Xperts approached Hotovo with the challenge of building an AI copilot for insurance underwriters and risk engineers.

The goal was to increase efficiency and improve the quality of the evaluation process by introducing AI to process complex report documents with various structures, content, and formats to produce standardized report summaries. In today’s era, all products want to leverage generative AI features to improve performance and reduce time spent on manual tasks. Many of these challenges can be addressed through AI integration, which requires knowledge of related technologies and ecosystems.

Additionally, the challenge included ensuring that the final product was as AI provider-agnostic as possible, allowing end customers to host the AI component in any existing AI environment with their chosen provider or their own models.


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Hotovo earned recognition as a reliable software development partner, handling everything from product development to management, support and maintenance. Our team demonstrated our capabilities through the successful completion of the first project, which opened the door to collaborating on a new AI-driven product for insurance companies.


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  1. Solution architecture design: Our first contribution was in the early stage when the g-Xperts was defining the project scope and technical solution design. Our architects worked closely with the client and designed the AI-based solution that fulfilled their needs and helped secure and win deals with insurance companies.
  2. UI/UX design: Hotovo’s designer created the initial design of the product.
  3. Solution implementation: The implementation of the AI-based solution was completed within the expected time frame, fully addressing the requirements of the end customers and validated by their feedback.
  4. Solution support and maintenance: The Hotovo support team manages the production environment, ensuring SLAs are met and maintaining the product.
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  1. Technology and tools used: Python, Flask, TypeScript, LLMs, embedding models, Langchain, Auth0, Next.js, Vertex AI, Open AI
  2. The Hotovo team consisted of 1 AI developer, 2 full-stack developers, a software architect and a project manager.
  3. The ongoing collaboration aims to further innovate and enhance the capabilities of g-Xperts’ offerings, ensuring they remain at the forefront of the industry.

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