Crystal Global Information develops and advises on advanced AI and intelligence systems for complex, high consequence environments. Our work spans cyber security, financial intelligence research, autonomous systems and cross domain applied research, with provenance, temporal integrity and governance built into the architecture.
Crystal Global Information is a specialist advisory and research organisation working across artificial intelligence, autonomous systems, cyber security, financial intelligence and applied technical research. We bring more than 25 years of senior level experience across enterprise, government and defence environments, combined with active research and a growing portfolio of original intellectual property.
We combine operational experience with research discipline. We build and govern AI systems, design security architectures, investigate how complex systems change through time, and develop evidence aware methods that preserve provenance and uncertainty. Cyber security remains a core capability. Our internal research programmes include PROVE, focused on evidential verification and warrant, and ORVIA, focused on point in time financial intelligence research.
Our work is grounded in sustained technical delivery, operational security, system architecture, research discipline and original invention. We apply the same evidential standards when moving into new domains.
Public sector, enterprise and defence aligned advisory across security operations, architecture, risk and technical delivery.
Hands-on experience across SIEM architecture, detection engineering, KQL, SOAR, alert optimisation and threat hunting.
Original work spanning AI monitoring, autonomous agent systems, cryptographic verification, vulnerability intelligence and anomaly detection.
Applied technical research across AI, cyber security, financial intelligence, temporal evidence and secure system design, with clear separation between research hypotheses and established results.
Crystal Global Information is led by Kevin Wharram, a cyber security and applied AI consultant with more than 25 years of experience across enterprise, UK government and defence aligned environments. His work spans SIEM architecture, Microsoft Sentinel, vulnerability intelligence, autonomous systems, applied AI research and the development of evidence aware research architectures.
Engagements are run directly by the founder rather than handed to a delivery team, which keeps technical depth and accountability in the same place. Where a wider team is needed, it is assembled around the specific work.
Technical leadership, applied research and advisory for organisations working with AI, intelligence, cyber security and complex data where the work has to hold up under real scrutiny.
For organisations moving from AI experiments to production. We define the governance, risk controls and technical architecture that let you deploy models and agents safely, and we make the build-versus-buy and model-selection calls with you rather than for a slide deck.
Senior cover across the security lifecycle when you need depth without a permanent hire. Detection engineering, vulnerability management, SOC improvement and compliance alignment to GovAssure, CAF and NIST, delivered by someone who has run this work, not just reviewed it.
A specialist capability within the wider offer. Design, deployment and optimisation of Microsoft Sentinel and enterprise SIEM, built on 18 years of hands-on work: analytics rule and detection content engineering, KQL, SOAR integration and threat hunting that cuts noise rather than adding to it.
For teams putting agents into production and needing to keep control of them. We architect multi-agent systems, define oversight and safety frameworks, and build the runtime monitoring that catches drift and failure before users do. This is an active area of our own patent work.
For SOCs drowning in alerts. We apply anomaly detection, AI-assisted triage and correlation to cut false positives and shorten response times, so analysts spend their time on the incidents that matter rather than on triage volume.
For boards and executives making AI and cyber security decisions they cannot easily reverse. We translate technical risk into terms leadership can act on, and give a straight read on which investments will hold up and which will not.
For organisations exploring evidence intensive AI and intelligence problems. We design research architectures, temporal data models, provenance controls and evaluation methods, including work in financial intelligence, complex systems and cross domain applications. Where research creates defensible intellectual property, we also advise on protection and commercialisation.
From designing and optimising enterprise security environments to building AI research architectures, temporal evidence systems and original technical frameworks, the capability is built on sustained depth rather than surface familiarity.
The quality of an intelligent system depends not only on what it concludes, but on what evidence it had, when it could have known it, and whether that reasoning can be reproduced.Crystal Global Information
Our research programmes investigate how intelligent and complex systems can be made more observable, auditable and useful. We separate hypotheses from evidence, preserve provenance, and design evaluation so that a negative result remains informative.
Internal research framework. PROVE tests whether a factual claim is actually decided by the evidence cited for it. It separates answer correctness from evidential warrant, preserves claim and source provenance, supports deterministic replay where practical, and allows unresolved or refused claims to remain valid outcomes rather than forcing a verdict.
Active Research · VerificationWe have developed original architectures for monitoring autonomous AI agent systems in production, detecting degradation, drift and adversarial manipulation using entropy and confidence-based methods.
Active ResearchOriginal frameworks for tamper-evident AI outputs and cryptographic trust chains in agentic systems. Directly applicable to enterprise AI deployment, regulatory audit trails, and compliance in high-stakes environments.
Active ResearchA theoretical and applied framework investigating whether Critical Slowing Down methods from physics can detect early warning signatures across AI, cyber security, financial and medical systems. The work is being evaluated across multiple real world datasets.
Active ResearchOriginal architecture for reconciling and enriching vulnerability data across Nessus, Defender, Active Directory, DHCP and DNS, with AI inference providing contextual asset intelligence that static tools cannot produce.
Applied Security ResearchShared research infrastructure for evidential verification, point in time reconstruction, provenance preserving data, deterministic replay, explicit data rights and preregistered evaluation. PROVE asks whether stated evidence decides a claim. ORVIA asks what evidence could have been known at the time, and whether it contains measurable information. Both are designed so that uncertainty and negative results remain visible.
Research InfrastructureInternal codename, ORVIA. A research programme examining whether point in time physical economy data, including ocean import activity, contains measurable information about subsequent company fundamentals beyond conventional expectations. Prototype One is pre evaluation and is being designed around temporal integrity, provenance, fixed statistical inference and preregistration.
Prototype One · Pre Evaluation"Research is useful only when the evidence, timing and uncertainty can be inspected."
Crystal Global Information combines operational experience with original research. PROVE focuses on whether evidence genuinely warrants a factual conclusion. ORVIA focuses on what information was knowable at a historical point and whether it adds measurable financial information. Alongside these programmes, our work spans AI monitoring, cyber security intelligence, anomaly detection and cryptographic verification. Research claims remain proportional to the evidence available.
This is particularly valuable for organisations working with sensitive, time dependent or high consequence data, where source provenance, reproducibility and explicit uncertainty matter as much as model capability.
We work with technology providers, data partners, research organisations and clients who want to test difficult ideas without confusing an attractive demonstration with scientific evidence.
A short demonstration of the principle behind cross-domain anomaly detection. As stress on a system rises, it recovers from disturbances more slowly, and that slowing shows up as a measurable signal before the system fails. Raise the stress, or perturb the system, and watch the early-warning index respond.
Illustrative client side model, running entirely in your browser. Similar statistical signatures, including rising variance and autocorrelation, may appear as complex systems approach instability. This demonstration is explanatory only and does not establish predictive performance in any operational, medical or financial system.
We work with technology leaders, data providers, research organisations and strategic partners building AI and intelligence systems that need technical depth, evidential discipline and clear governance.
We work alongside AI platform providers, cloud vendors, and cyber security technology companies to co-develop, validate, and deploy solutions in enterprise and public sector environments.
Trusted advisory for national security and public sector organisations managing complex AI adoption and cyber security challenges, with full understanding of UK government frameworks and security requirements.
For data providers, academic institutions, research teams and innovation labs exploring applied AI, cyber security and financial intelligence. We bring temporal data design, provenance, reproducible evaluation and active IP development to collaborative research.
Crystal Global Information works with AI platforms, data providers and research partners on the basis of technical depth, original research and real deployment experience. We are particularly interested in partnerships where data provenance, point in time integrity, reproducibility and responsible use are explicit requirements.
Whether you are seeking strategic advisory, an applied AI research partner, a data partnership or an initial conversation about cyber security and financial intelligence research, we are ready to engage.
Crystal Global Information operates from London, engaging with clients and partners across the UK, Europe, and internationally. Initial engagements are available remotely, with on-site presence available for strategic and government clients.
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This website is provided for general information about Crystal Global Information (UK) Ltd and its services. Its content does not constitute a binding offer or professional advice, and no warranty is given as to its accuracy, completeness or fitness for a particular purpose.
All content on this site, including text, branding and descriptions of original frameworks and research, remains the property of Crystal Global Information (UK) Ltd unless stated otherwise, and may not be reproduced without permission.
Any financial intelligence research described on this website is experimental research only. It is not investment advice, a recommendation to trade, a managed investment service or a claim of proven predictive performance.
Descriptions of PROVE and other verification research refer to experimental research frameworks. They do not imply that factual verification has been solved, that every claim can be decided, or that any automated judgement is infallible.
Any engagement is governed by a separate written agreement between the parties. These terms, and any dispute arising from use of this website, are governed by the laws of England and Wales and subject to the exclusive jurisdiction of its courts.
Questions about these terms can be sent to kevin@crystalglobal.com.