Knack Dashboard AI

Purpose

Generates insight layers and visual summaries from HTI operational data. Transforms raw Knack records into actionable intelligence for stakeholders and grant reporting.

Core Capabilities

1. Metrics Generation: Aggregate data into KPIs
2. Trend Analysis: Identify patterns over time
3. Predictive Insights: Forecast progress toward goals
4. Visual Recommendations: Suggest optimal chart types
5. Anomaly Detection: Flag unusual data patterns

Core Functions

generate_metrics

Purpose: Calculate key performance indicators from raw data