Optimized Custom LLM for Efficient Operations and Enhanced Information Sharing

LLM PRODUCT
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2023

context

Our client, a well-established company with over a decade's worth of accumulated data, faced the challenge of unlocking the potential within their massive, yet untapped datasets.

Recognizing the opportunity to transform this wealth of information into actionable insights and drive business growth, we embarked on a comprehensive strategy centered around three core objectives leveraging LLMs and Retriever-Answer Generator (RAG) models.

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Key works

Enhanced code interpretation capabilities
Advanced numerical data analysis
Tailored large language model solutions

SOLUTION & BENEFITS

Tailored Large Language Model Solutions

We developed a customized LLM specifically designed to align with our client's unique business needs. This bespoke model fine-tuned to understand the nuances of their industry, customer interactions, and internal communications.

This level of customization enabled the client to leverage AI in a way that was deeply relevant to their business, enhancing customer engagement and driving more informed decision-making and information sharing.

Advanced Numerical Data Analysis

Our approach went beyond traditional data analysis. We implemented sophisticated algorithms capable of diving into the client's extensive numerical datasets. This enabled us to extract meaningful patterns and trends that were previously untapped.

By converting these complex numerical data points into clear, actionable insights, we empowered the client to make more informed, data-driven decisions, and optimize operations — effectively converting language models to numerical requests.

Enhanced Code Interpretation Capabilities

We integrated enhanced code interpretation capabilities into our solution. This feature allowed the client to efficiently analyze and understand the vast amounts of existing legacy code embedded in their systems.

outcomes

We built an LLM-driven Retriever-Answer Generator (RAG) model. This innovative addition was specifically designed to handle the client's expansive and diverse datasets. The RAG model excelled in retrieving relevant information from a vast corpus of data and generating precise answers, making it an invaluable tool for uncovering insights from their decade-long data repository.

“Yeji Data Lab are experts in their field”
Global Mobility Organization’s Director of Analytics

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AI PRODUCT STRATEGY
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