Ask Me

Conversational Root Cause Analysis

Feature Description

Lumenore Ask Me introduces enhanced explainability in the Conversational RCA flow to improve user understanding and decision-making. All messages and prompts are reworded to be more user-friendly and interactive, providing clearer instructions and additional context through tooltips or examples where necessary.

End User Business Benefits

no code

Faster Insight Grasping

Key insights appear above visualizations for immediate understanding.

Faster decision

Improved Decision-Making

Contextual explanations support quicker, more informed actions.

efficiency increase

Enhanced Usability

User-friendly prompts and tooltips reduce confusion and increase engagement.

error-reduction

Reduced Analysis Time

Users spend less time interpreting data and more time acting on insights.

icon-StreamlinedWorkflow

Higher Confidence

Intuitive explanations increase trust in the RCA results.

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  • Healthcare

    • Quickly identify factors driving patient readmissions, treatment delays, or care program inefficiencies.
    • Present RCA insights above clinical dashboards for faster understanding by care managers.

  • Manufacturing

    • Analyze production bottlenecks, machine downtime, or quality defects with clear, contextual RCA summaries.
    • Prioritize root causes above raw data to support faster operational decision-making.

  • Contact Centers

    • Understand reasons for high call volumes, low CSAT, or escalations with interactive RCA prompts.
    • Present key insights first to enable supervisors to act quickly on performance issues.

  • Agritech

    • Identify root causes of crop yield fluctuations, soil quality issues, or irrigation inefficiencies.
    • Provide clear RCA summaries above field data and visualizations for easier interpretation.

  • Retail & E-commerce

    • Analyze declines in sales, campaign effectiveness, or inventory issues with user-friendly RCA explanations.
    • Highlight top contributing factors above dashboards to speed corrective actions.

  • Banking & Financial Services

    • Determine drivers behind loan defaults, transaction anomalies, or portfolio performance dips.
    • Provide contextual RCA insights above charts for faster understanding and informed decisions.

  • Government & Public Sector

    • Investigate causes of program inefficiencies, citizen complaints, or service delays.
    • Present clear RCA insights above data tables for easier analysis by policymakers.

application areas