Super Intelligence Lab CIC

Distributed Operations

Super Intelligence Lab CIC operates an optimized distributed structure within the United Kingdom. Our primary corporate operations, institutional networking, and regulatory governance are anchored in London. Concurrently, our specialized machine learning operations infrastructure, dataset sandboxing pipelines, and hardware testing arrays are deployed out of our North East engineering outpost in Newcastle upon Tyne.

Directorate & Engineering Core

Om Sonie

Founder & Director

A technology strategist specializing in secure data architectures and sovereign public sector infrastructure. As Founder of Super Intelligence Lab CIC, they oversee the strategic roadmap, institutional governance, and technical deployment of the VeriTuring ecosystem across UK networks. By structuring the laboratory as a Community Interest Company, they established the legal framework protecting our upstream open-science assets through a statutory asset lock. Their work focuses on bridging algorithmic post-training optimizations with highly isolated, parameter-efficient hardware environments to guarantee regional data residency for high-consequence enterprise and public applications.

Patents & Intellectual Property

A portfolio of foundational innovations in conversational AI architecture, automated reasoning frameworks, and enterprise-scale data retrieval systems.

Granted Patents

Conversational AI System and Method Indian Patent No. 527909 (2024)

Innovation in conversational AI for e-commerce applications at Flipkart.

System and Method for Generating a Response to a User Query US Patent App. US20230015321

Automated query response generation utilizing structured conversational AI layers. ↗

Method and System to Enhance e-Discovery by Custodian Ranking US Patent No. 9,483,550

Advanced topological and algorithmic ranking methodologies designed for complex electronic discovery systems. ↗

System and Methods for Prioritising Review of Items US Patent No. 8,355,922

Intelligent prioritization and active-learning processing framework for high-throughput item reviews. ↗

Fun with Chess US Patent App. US20140225323

Game logic innovation and interactive procedural chess engines. ↗

Under Regulatory Review

System and Method for Automatically Providing a Response to One or More User Utterances Indian Patent App. 202241033766

Automated multi-turn conversational response control and verification infrastructure.

System and Method for Providing an Automatically Generated Interactive Response Indian Patent App. 202241007266

Interactive native AI response generation framework optimizing parameter alignment.

System and Method for Generating a Response to a User Query Indian Patent App. 202141030950

Upstream semantic user query understanding and context-window mapping architecture.

Selected Peer-Reviewed Research

Contributions to fundamental research in sequential recommendation networks, multi-turn dialogue reinforcement learning, and speech processing across premier global machine learning venues.

Year	Research Title	Venue	Source
2025	Concept to Code: Sequential Recommendation with Large Language Models	RecSys	ACM ↗
2022	Conversational Recommender System Using Deep Reinforcement Learning	RecSys	ACM ↗
2022	Concept to Code: Deep Reinforcement Learning for Conversational AI	KDD	ACM ↗
2021	Concept to Code: Semi-supervised End-To-End Approaches for Speech Recognition	Interspeech	Link ↗
2019	Concept to Code: Deep Learning for Multi-Task Recommendation	RecSys	ACM ↗
2019	Concept to Code: Deep Neural Conversational System	KDD	Program ↗
2019	Concept to Code: Deep Learning for Fashion Recommendation	TheWebConf	ACM ↗
2019	Personalised Fashion Recommendation using Deep Learning	COMAD-CODS	ACM ↗
2019	Concept to Code: Neural Networks for Sequence Learning	ECIR	ACM ↗
2018	Concept to Code: Learning Distributed Representation for Heterogeneous Sources for Recommendation	RecSys	ACM ↗