DarkhorseOne Files British Patent for Innovative GraphQL Federation Architecture

DarkhorseOne Limited is pleased to announce the filing of its latest British patent application, further strengthening its intellectual property portfolio in the field of AI-driven distributed systems and data compliance automation.

Patent Details:

British Patent Application No.: 2517987.0

Title: “Method, System, and Computer-Readable Medium for Processing Data Subject Access Requests in a Distributed GraphQL Federation Architecture”

Applicant: DarkhorseOne Limited

Filing Date: 29 October 2025

This invention presents a groundbreaking framework for processing Data Subject Access Requests (DSARs) across distributed GraphQL federations, a challenge faced by modern multi-service and multi-tenant environments.

Traditional DSAR handling often struggles with inefficiencies caused by fragmented services, duplicated query execution, and inconsistent data retrieval performance. DarkhorseOne’s method introduces a query-graph-based orchestration engine capable of parsing, analyzing, and optimizing request execution across federated GraphQL nodes.

Key technical innovations include:

Dynamic Query Graph Decomposition: Translating complex DSARs into subgraph executions across distributed data sources.

Cost Matrix Optimization: Measuring CPU, I/O, and serialization costs in real time to determine the most efficient data retrieval path.

AI-Orchestrated Execution Planning: Leveraging intelligent solvers to minimize latency, bandwidth usage, and system load while preserving auditability.

Federated Compliance Assurance: Ensuring that all data processing remains compliant with UK GDPR and EU data protection frameworks, regardless of underlying data topology.

“This patent embodies our philosophy that compliance and performance should not be trade-offs,” said Jian Ma, Founder and CEO of DarkhorseOne Limited. “Through our research into federated architectures and AI orchestration, we’re redefining what’s possible in data governance at scale.”

The filing of this patent underscores DarkhorseOne’s long-term vision: to establish a trustworthy AI foundation that blends intelligent automation with robust data protection. It also serves as a critical technological building block within DarkhorseOne’s upcoming enterprise platforms, including PrimeForge (AI-native HR and compliance system) and Reputra (AI-powered corporate credit and reputation analytics).

As AI regulation and data privacy frameworks evolve globally, DarkhorseOne remains dedicated to ensuring its products meet and exceed the highest standards of transparency, interoperability, and accountability.