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Dynamic LLM Model Switching

Feature Description

This feature allows you to select between the Lumenore Query Agent and Auto in the LLM selection dropdown, or choose from specific AI models such as Chat GPT 4.1, 4.1 Mini, 4o, 4o Mini, and more, giving you the flexibility to run queries using the Lumenore proprietary query engine or let the system auto-select the best AI LLM model, enhancing query accuracy. You can also choose a specific AI model of their preference for a more tailored experience.

End User Business Benefits

no code

Flexibility of Choice

Users decide whether they want speed (via Lumenore Query Agent) or depth (via GPT-based AI), depending on the complexity of their query.

Faster decision

Accuracy in Responses

Auto-selection ensures the system intelligently matches the query type with the best AI model, reducing errors and improving confidence in results.

efficiency increase

Cost Optimization

By switching to the internal non-AI engine for routine queries, organizations reduce unnecessary consumption of advanced GPT resources, saving costs.

error-reduction

Tailored User Experience

Business users can stick with their preferred AI model for consistent responses aligned with their needs.

time saving

Scalability Across Teams

Different departments can adopt different query modes (basic vs. advanced) without disrupting workflows, making the feature enterprise-ready.

time saving

Enhanced Adoption & Trust

The ability to transparently choose or auto-select models increases user trust, as they see the platform aligning with their exact use case and performance expectations.

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  • Contact Centers

    Supervisors and agents can switch to advanced GPT models for nuanced queries (like customer sentiment analysis) or stick to the Lumenore Query Agent for quick, structured responses.

  • Healthcare Providers & Programs

    Clinicians or program managers can choose advanced models for predictive insights (like patient readmission risks) while relying on the internal query agent for simple metric lookups.

  • Manufacturing & Supply Chain

    Operations teams can use the proprietary engine for routine KPI checks and switch to GPT models for complex scenario modeling, like downtime root-cause analysis.

  • Government & Public Sector

    Decision-makers can leverage auto-selection for compliance and policy questions, ensuring the system dynamically picks the best-performing model for the query.

application areas