Enterprise Insight and NucliOS AI-on-BI Solution

Solution NucliOS
Solution NucliOS
Industry Healthcare & Life Sciences
Region US
Technology NucliOS
Context

As businesses aim for real-time decision-making and broader access to insights, traditional BI tools often fall short due to rigid interfaces, limited natural language capabilities, and lack of context retention. To overcome these challenges, MathCo developed a GenAI-powered chatbot within its NucliOS AI for BI platform. Leveraging Azure OpenAI models like GPT-3.5 and GPT-4o, the chatbot allows users to query data conversationally, even with incomplete inputs, while retaining context across interactions. This significantly reduces dependence on data teams and enhances user experience. The solution was successfully rolled out across multiple business domains and datasets, unlocking a wide range of KPIs and delivering accurate, real-time responses. As a result, self-serve analytics became a practical reality, enabling business users to make faster, informed decisions with ease.

Problem statement

Our client’s enterprise-wide analytics team faced limitations with their existing BI tool, which supported only basic querying and offered little flexibility for business users to explore data independently. The tool struggled with varied natural language inputs, lacked the ability to retain context across queries, and failed to guide users when questions were incomplete or ambiguous. Additionally, it couldn’t adapt easily across different business domains and use cases. These limitations led to increased reliance on data teams, delayed insights, and reduced the overall effectiveness of self-serve analytics. 

Impact

  • 9 critical datasets onboarded across 3 business domains.
  • Delivered ~85% query accuracy across complexity levels.
  • Maintained <20 seconds response latency per query.
  • Unlocked 120+ KPIs for cross-functional user access. 

Access the Case Study to Learn More about This Partnership

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