Software research
and development

We build platforms that turn complex data into something useful. Knowledge graphs, interactive maps, real-time systems, and AI-driven tools – across legal, property, enforcement, and historical research. If it involves large datasets and hard problems, we are probably already working on it.

Projects
Blockchain / 3D Systems

Blockchain-Integrated 3D Platform

Procedural scene description and runtime rendering at scale. Real-time world morphing on the Cardano blockchain, tracking 100,000+ NFT state changes per block. Novel LOD system achieving 80%+ bandwidth reduction across 5,000 concurrent users.

Acquired by international technology group
Enforcement Intelligence

HCEO.ai

Enforcement intelligence platform for modern debt structures. Proprietary systems mapping digital infrastructure, financial pathways, and operational dependencies of entities operating through AI agents, cryptocurrency, and algorithmic structures. Coordinated digital and physical enforcement across jurisdictions.

hceo.ai
Legal Data Infrastructure

Justice Index

Legal reference network for the justice system of England and Wales. 14 interconnected platforms, 10 million+ entity knowledge graph with 2.66 million relationships. 127,000 legislative items, 435,000 court cases, 488 courts mapped. Blockchain-anchored verification against primary government sources.

justiceindex.uk
Historical Research

Sheldon Manors

Digital research platform documenting manorial history across south Hampshire and Chichester Harbour. 115+ manor profiles with cross-referenced primary sources, interactive mapping, network visualisation, and timeline views. Built on Next.js and Supabase.

sheldonmanors.org.uk
AI Systems

Bot Research

Independent AI systems research lab. Running frontier models on proprietary NVIDIA hardware, building and testing agentic workflows, and documenting reliability across real-world deployments. Member of UK AI.

botresearch.ai
Property Intelligence

Check Algarve

Property intelligence platform aggregating 12+ official government and EU data sources for the Algarve region. Geospatial risk assessment, planning constraints, 44,000+ rental licences mapped, and automated report generation.

checkalgarve.com
Capabilities

Data Processing at Scale

Ingesting, structuring, and serving large datasets from multiple sources. Real-time state tracking across hundreds of thousands of records per cycle.

Knowledge Graph Architecture

Entity resolution, relationship mapping, and graph-based data models. 10 million+ entity graphs with millions of cross-referenced connections.

AI and Machine Learning

Frontier model deployment on proprietary NVIDIA infrastructure, agentic workflow design, reliability testing, and applied AI research.

Real-Time Systems

Procedural generation, runtime rendering, and live data processing for thousands of concurrent users. Performance optimisation on consumer hardware.

Blockchain and Data Verification

Smart contract integration, blockchain-anchored data integrity, real-time chain monitoring, and anti-fraud validation systems.

Geospatial Intelligence

Multi-layer spatial analysis, interactive mapping, risk assessment overlays, and location-based data aggregation from government and institutional sources.

Enforcement Research

Enforcement intelligence systems, digital asset tracing, cross-jurisdictional analysis, and strategic enforcement logic. Informed by practitioner experience and postgraduate research.

API Integration and Data Aggregation

Automated pipelines connecting government, institutional, and commercial data sources. Report generation, continuous verification, and multi-source reconciliation.

Full-Stack Software Engineering

End-to-end platform development from prototype to production. Next.js, React, Node.js, PostgreSQL, cloud infrastructure, and deployment automation.

About

Sheldon Research Ltd is a UK software research and development company founded in 2022. We build data-driven platforms across multiple research domains – from legal infrastructure and enforcement intelligence to AI systems and geospatial analysis.

Our work combines large-scale data processing, knowledge graph architecture, and interactive mapping. We have a particular affinity for maps – from real-time 3D environments and procedural rendering to historical cartography and multi-layer geospatial risk analysis. Most of our platforms have a spatial dimension because location is often the best way to make complex data intelligible.

The common thread across everything we build is software that processes, structures, and presents information in ways that did not previously exist. Same team, same tools, same research-led approach – applied wherever the problem is interesting.

Company number 14206452. Registered in England and Wales.

Contact
Registered Office
Seven Grange Lane, Pitsford, Northampton, NN6 9AP
Company
14206452