Abstract

Modern backend architectures suffer from structural fragmentation: databases, validation frameworks, API generators, workflow engines, encryption libraries, file stores, vector indexes, multi-tenancy frameworks, and audit systems all exist as separate layers with inconsistent semantics. Each layer must be manually synchronized with the others, producing a fragile and costly software substrate.

Hyperstore is a new class of data system designed to unify these layers into a single deterministic, schema-driven engine. In a Hyperstore, the domain schema is the sole authoritative definition of structure, behavior, constraints, multi-tenant boundaries, provenance requirements, cryptographic policy, file/binary handling, vector indexing, and system-level capabilities. All runtime behavior, including APIs, validation logic, generated SDKs, automations, storage layout, provenance logging, and search indexing; is deterministically generated from this schema.

Vektagraf is the first full implementation of the Hyperstore concept. It provides a JSON-based schema language (extension schemas + application schema) that expresses the full domain model without embedded code. Vektagraf generates all necessary executable logic, ensuring correctness, security, privacy, and consistency across the entire system.

This whitepaper provides a deep technical examination of the Hyperstore paradigm and the architectural design of Vektagraf. It formalizes the principles behind schema-driven execution, explains the theoretical motivations, outlines the data and storage models, and explores the cryptographic, multi-tenant, and provenance mechanisms that distinguish Vektagraf from traditional systems.