How NFL Next Gen Stats Built the NFL IQ AI Assistant with Amazon Quick

This article describes how NFL Next Gen Stats built the NFL IQ AI assistant using Amazon Quick to provide fans with conversational access to complex football analytics and offseason data.

• NFL IQ embeds AI directly into the analytics layer rather than as a separate chatbot interface
• Amazon Quick powers both dashboards and conversational capabilities from the same data infrastructure
• System orchestrates multiple data sources: structured datasets, editorial content, and metric definitions
• Data sources were added incrementally to ensure the model effectively uses and adds value
• Context and explanations around data are critical for accurate reasoning and routing
• Draft predictions work as dynamic systems accounting for player availability, roster needs, and team patterns
• Complex outputs are translated into accessible explanations without oversimplifying underlying logic
• Replaces multi-tool navigation with single conversational interface for reasoning

NFL IQ transforms how fans access offseason intelligence by replacing navigation across multiple tools with a unified reasoning interface powered by AI.