SUVA Analytics for
Data-driven Insights and Actionable Decisions

Next-Gen Analytics for Virtual Assistant Performance Efficiency and LLM Usage Optimization
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Virtual Assistant Performance Metrics

These quantifiable measures evaluate how effectively and efficiently SUVA resolves customer queries.

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Business Metrics

These metrics assess the return on investment (ROI) associated with SUVA implementation.

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LLM Usage Metrics

These metrics encompass key aspects of user interactions with large language models (LLMs)

total-requests

Total Requests

Usually assessed through post-interaction surveys or feedback mechanisms, providing invaluable insights into user satisfaction levels and overall service quality.

Input Tokens

Measure the total number of tokens used by the LLM to process user queries, offering insight into the complexity and depth of interactions with the LLM.

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output-tokens

Output Tokens

Assess the total number of tokens utilized by the LLM to generate contextual chat responses, reflecting the richness and detail of the generated content.

Average Response Time(s)

Calculate the average duration taken by the LLM to process and respond to queries, aiding in understanding the efficiency and responsiveness of LLM-driven interactions.

average-response-time
average-error-rate

Average Error Rate(%)

Evaluate the average percentage of queries where the LLM fails to respond, offering insights into areas for improvement and fine-tuning of LLM capabilities.

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