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AI Analytics Dashboard

Real-time AI output visualization and prompt management platform

A high-performance analytics dashboard for monitoring and managing AI model interactions — visualizing token usage, response quality metrics, prompt performance, and cost analysis in real time.

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The Problem

Teams using AI APIs lack visibility into how their prompts perform, how costs accumulate, and which model configurations yield the best results. Existing tools are either too technical or too generic.

The Solution

Built a data-rich React dashboard with recharts visualizations, real-time WebSocket updates, filtering by model and date range, and a prompt history explorer. Optimized for large dataset rendering with virtualized tables.

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Impact & Results

Real-time monitoring of AI API usage and costs

Virtualized tables handle 10,000+ prompt records smoothly

Interactive charts for token usage trends and response quality

Modular widget architecture — each chart is independently configurable