Expert Witness & Technical Analysis
When a dispute involves AI or data systems, you need an independent technical voice
Legal proceedings, regulatory investigations, and formal inquiries increasingly involve AI and data systems as central evidence. How a system reached a decision. Whether a model operated as documented. Whether data was processed correctly.
Courts, tribunals, and regulators need that evidence presented clearly, independently, and without a stake in the outcome. Internal technical teams cannot provide that. An independent expert can.
Independent technical analysis output — illustrative
When this service is needed
The situations this is designed for
Legal proceedings involving automated decisions
A claim, dispute, or appeal where an AI system's outputs are central to the case. You need technical analysis that stands up to cross-examination.
Regulatory investigations
A regulator is examining how an AI or data system operated. Independent technical analysis provides the evidence base for your response.
Internal formal inquiries
An internal investigation where the independence of the technical analysis matters — for governance, accountability, or legal reasons.
What independent analysis means
The value of this service depends entirely on genuine independence. Here is what that means in practice.
No prior relationship with the system
Analysis conducted without any involvement in building, approving, or operating the system being examined. Independence is the starting point, not an afterthought.
Structured for legal audiences
Findings presented in clear, structured language — written for courts, tribunals, and regulators, not for technical teams.
Evidence-based and defensible
Every finding is traceable to specific evidence. The analysis can be questioned, tested, and presented under scrutiny.
The process
Review the evidence
System documentation, data records, model outputs, and any prior analysis. We establish what exists and what the chain of evidence shows.
Independent examination
Technical analysis of how the system operated, what it produced, and whether that is consistent with its documentation and stated purpose.
Structured report
A written report in clear language: findings, evidence, methodology, and conclusions. Structured for use in formal proceedings.
Support for proceedings
Available to advise legal teams, explain findings to non-technical audiences, and provide further analysis as the matter develops.
What you receive
- An independent technical report suitable for use in legal or regulatory proceedings
- Clear explanation of how the system operated and what the outputs mean
- Analysis of discrepancies between system behaviour and documentation
- Evidence-based findings, traceable to source documentation
- Support for legal teams in understanding and presenting the technical evidence
Applied in practice
Applied across contexts where technical accountability matters: financial systems at major institutions, government analytical infrastructure, and AI decision systems in regulated environments.
Discuss a Matter in Confidence
If you are involved in proceedings, an investigation, or a formal review that requires independent technical analysis, contact us directly. All enquiries are treated in confidence.