GRAPH FRAMEWORK

• Real-world analytics requires persistent, verifiable and reproduceable artifacts.
• Core to Shadowfax is a graph framework that translates user requests into standardized, atomic and persistent data transformations chained together.
• Result: complex analytic logic becomes easier to understand, verify & modify

FLEXIBLE PROMPT PATTERNS

• Highly flexible agent tuned to accurately understand user intent in any input pattern.
• Supports declarative requests for highest levels of abstraction and procedural requests for precise logic.
• Able to process both single-shot and multi-shot analysis objectives.

DEEP CONTEXT AWARENESS

• Store persistent organizational context in flexible knowledge files, table objects, and field headers.
• Lets you talk to the agent using the same acronyms and shorthand you use with coworkers.

ANALYST WORKFLOW

• Simple to adopt yet powerful enough for the most sophisticated analyst workflows.

DATA UNDERSTANDING

• Say goodbye to spending hours untangling data relationships and data quality issues across tables.

VISUALIZATION FRAMEWORK

• Kiss the days of wrestling with charting tools goodbye.
• Describe the insight you need and let AI build presentation-ready visuals.

AI TABLES

• Shadowfax's agent mostly operates on metadata to generate vectorized, deterministic code.
• Some tasks require true row-by-row judgment.
• AI tables let the agent inspect each row and apply intelligence directly.