AiSQL Core Concepts

AiSQL is a descriptive language for defining knowledge, structure, and intent. It is deterministic, inspectable, and engine-agnostic. AiSQL does not execute or reason—it describes meaning in a form that compatible engines can consume.

1. Deterministic by Definition

A given AiSQL source always describes the same structure and intent.

• No hidden behaviors
• No runtime-dependent interpretation
• Predictable and repeatable outcomes

2. Descriptive, Not Executable

AiSQL defines knowledge and intent but does not perform computation.

• No inference or evaluation occurs within AiSQL
• Execution belongs to the consuming engine
• The language remains stable regardless of runtime implementation

3. Knowledge Representation

AiSQL provides structure for describing how information is organized and understood.

• Defines concepts and relationships
• Represents signals, data, and meaning
• Focuses on expression, not processing

4. Models and Expressions

Models describe scope; expressions describe intent.

• Models define the domain of described knowledge
• Expressions convey conditions, mappings, and logic
• Both are descriptive artifacts consumed by external systems

5. Inputs and Semantics

AiSQL defines what information means—not how it is obtained.

• Inputs identify external data sources
• Semantics describe the meaning and relationships of values
• Intent is explicit and externally inspectable

6. Transparency and Control

All meaning is visible in the source itself—nothing is hidden in computation.

• Readable, inspectable descriptions
• No probabilistic interpretation
• Meaning changes only when the source changes

When AiSQL Is the Right Choice

AiSQL is designed for systems that require:

• Deterministic decision pathways
• Separation of definition from execution
• Clear, structured descriptions of knowledge and intent
• Auditable, non-probabilistic reasoning inputs