Blog - Oldfield Consultancy

AI and Legal Professionals

September 15, 2026

As a legal professional you are responsible for the evidence being presented. Here are some tips to interrogate AI and software for your cases It is your responsibility as a legal professional to ensure that scientific legal evidence is objective and undertaken correctly so that there is no bias or unfair activity in a case. Unfortunately this happens more often than we think. Oldfield Consultancy works on live court cases assuring software, AI and statistics in court. Please note that if you use the MOJ portal for software that there is no evidence that any of the software has been checked, assured or audited and this has led to problems in recent cases where, when the software has been interrogated, it has been seen as unfit for purpose. Problems then arise within the court room as the Judge has to make a decision. Depending on how well the transparency of the software is argued, can lead to unsafe convictions and sentences. Check what evidence you are entitled to receive in discovery and please do ask all the questions you need to as it is your right to do so. Should you need help interpreting software please contact us for consultants

Oldfield Consultancy end Licensing Agreement with Institute of Science and Technology

March 13, 2026

FOR IMMEDIATE RELEASE 13 March 2026 Oldfield Consultancy end Licensing Agreement with Institute of Science and Technology Oldfield Consultancy and Dr Oldfield have ended their licensing agreement with the Institute of Science and Technology due to an inability to reach agreement on terms. Dr Oldfield and the AI Group have now ended their collaboration with the Institute of Science and Technology. AI Accreditation will continue to be supported at fractalai.org.uk and training will continue to be delivered via Oldfield Consultancy and Fractal AI. Professionals with existing AI Accreditation should contact office@fractalai.org.uk in the first instance to continue their registration and access support and resources. Companies and individuals with existing training bookings for the following courses should contact office@oldfieldconsultancy.co.uk in the first instance: Companies and individuals with existing training bookings for the following courses should contact office@fractalai.org.uk in the first instance: Due to legal reasons, we have no further comment at this time. Oldfield Consultancy is the owner and provider of the following products: AI Accreditation Framework, Oldfield Consultancy AI Training, Oldfield Consultancy AI empirical research and AI risk mitigation software Simeko AI. Oldfield Consultancy is the copyright holder of the academic methodology underpinning the Oldfield Consultancy suite of AI, analytics and software products. # # #

Oldfield Consultancy Wins Funding to Develop AI Risk-Reduction Software

November 28, 2025

Artificial Intelligence is transforming industries at an extraordinary speed. But along with innovation comes significant financial, legal, and reputational risks. To address these challenges, Oldfield Consultancy has secured major funding to build a groundbreaking software solution designed to minimise risk in AI development. The project has received support from SPRITE+, a consortium formed by leading UK universities, specialised in research related to privacy, security, trust and ethics in AI systems. The funding will enable Oldfield Consultancy to create the Minimum Viable Product (MVP) of a tool that could shape the future of responsible AI development across the UK and beyond. What Is the Aim of This New AI Risk-Reduction Software? AI technologies often fail due to: Oldfield Consultancy’s upcoming software aims to solve these issues by offering: ✔ Automated AI Risk Assessment Analyses models for compliance, fairness, bias, data privacy risks, and governance gaps. ✔ Financial Risk Prediction Identifies potential financial exposure caused by faulty AI models before deployment. ✔ Reputational Risk Monitoring Highlights ethical and brand-damaging vulnerabilities in AI systems. ✔ Compliance-Ready Reporting Generates documentation aligned with global AI regulations, including the EU AI Act and UK AI Governance Framework. Why SPRITE+ Funding Is a Big Deal SPRITE+ is

Dr Oldfield Advances Ethical AI With Professional Accreditation & New Software

November 19, 2025

With years of experience serving as an expert witness in high-profile court cases and leading large AI modelling and development teams, Dr Oldfield has observed first-hand the deep structural gaps that exist across software, model development, and AI governance. These insights have driven her mission to create a more reliable, transparent, and responsible approach to AI development. Identifying the Gaps in AI Development Dr Oldfield’s professional background highlights persistent challenges organisations face, such as: These gaps can lead to failed AI deployments, financial losses, regulatory violations, and reputational damage. Dr Oldfield has dedicated years of academic and industry research to addressing these issues. Founding the World’s Only AI Accreditation for Professionals To solve these systemic challenges, Dr Oldfield founded the first and only AI Accreditation specifically designed for professionals. This accreditation provides: ✔ A structured framework for ethical AI development ✔ Clear standards for model documentation ✔ Practical tools for risk governance ✔ A pathway to align with global AI regulations ✔ Best practice guidelines validated across multiple industries The accreditation has not only been recognised — it has been officially approved by a steering board consisting of leading representatives from: This diverse support gives the accreditation—and the upcoming software—a

Dr Oldfield Inspires Professionals at the Staff Development Forum 2025

November 10, 2025

In the L&D world AI is becoming a key feature. This talk is about how we can be risk aware. Oldfield Consultancy is delighted to share that Dr Oldfield delivered a powerful and engaging keynote at this year’s Staff Development Forum, bringing together professionals from across the UK to explore the future of workforce development, leadership capability, and continuous improvement in both public and private sectors. The event connected HR leaders, learning and development specialists, and managers committed to improving staff performance and organisational effectiveness. A Keynote Focused on Real-World Impact In his keynote session, Dr Oldfield highlighted practical, evidence-based strategies that organisations can apply immediately, including: His message reinforced that meaningful development goes beyond training—it’s about creating sustainable, long-term change that benefits individuals, teams, and the organisation as a whole. Driving Excellence Through Practical Strategies Dr Oldfield shared real case studies demonstrating how focused interventions can significantly improve: These insights reflect Oldfield Consultancy’s reputation as a leading organisational improvement consultancy, offering solutions that are practical, tailored, and results-driven. Positive Response From Delegates Participants praised the keynote for being: Many attendees described the session as one of the most impactful contributions of the forum. Leading the Future of Professional Development in the UK As a recognised expert in professional

Dr Oldfield Delivers Specialist AI Training at the Daphne Jackson Trust

November 10, 2025

Dr Oldfield Delivers Specialist AI Training at the Daphne Jackson Trust Oldfield Consultancy is pleased to announce that Dr Oldfield recently delivered a specialist AI training programme at the Daphne Jackson Trust, supporting UK researchers returning to their careers after a break. The session focused on building confidence in data-driven thinking, AI literacy, and practical digital skills that enhance research capability and long-term professional development. The training brought together fellows, academics, and early-career researchers committed to advancing innovation and applying modern technologies within their fields. Empowering Researchers With Practical AI Skills During the session, Dr Oldfield shared clear, real-world guidance on how AI can be used effectively and responsibly, covering: The workshop highlighted that AI is not about replacing expertise—it’s about enhancing capability, efficiency, and impact. Driving Confidence Through Hands-On Learning Participants engaged in practical exercises designed to: These activities reflect Oldfield Consultancy’s commitment to evidence-based leadership UK and tailored professional development that delivers measurable improvements. Positive Feedback From the Daphne Jackson Fellows Attendees praised the training for being: Many participants expressed interest in further sessions and extended learning opportunities. Supporting the Future of Professional Development in the UK As a leading organisational improvement consultancy, Oldfield Consultancy continues to support institutions across the UK through: ✅ Bespoke workforce development programmes✅

AI Professional Accreditation: Ensuring Quality and Ethics

October 29, 2025

Introduction As Artificial Intelligence continues to mature, the need for professional standards is more urgent than ever. The launch of the new AI Professional Accreditation marks a significant milestone in the industry, aiming to standardize practices and ensure a high level of expertise and ethical conduct among AI professionals. This blog post explores the importance of this accreditation and how it will shape the future of AI development. Why Professional Accreditation Matters In a field as complex and impactful as AI, a lack of standardized skills and ethical guidelines can lead to unreliable and even harmful outcomes. The new AI Professional Accreditation provides a clear, universally recognized benchmark for competence and ethical understanding. For professionals, it is a way to demonstrate their expertise and commitment to quality. For organizations, it offers a way to vet candidates and ensure their teams are equipped with the knowledge needed to build responsible AI systems. Setting Standards for a New Era The accreditation focuses on a comprehensive set of competencies that go beyond just technical skills. It includes modules on AI ethics, data governance, legal compliance, and risk management. This holistic approach ensures that accredited professionals are not only excellent at building models but

Overcoming Technical Challenges for AI Practitioners

October 29, 2025

Introduction The field of Artificial Intelligence is experiencing rapid growth, yet practitioners face a complex landscape of technical challenges that can hinder progress. From ensuring data integrity to building ethical algorithms, the journey from concept to a deployed AI solution is filled with obstacles. This blog post explores the most significant technical challenges for AI practitioners and provides a roadmap for overcoming them to build more robust and trustworthy AI systems. To read the full published paper click here. The Challenge of Data and Scalability At the heart of every AI system is data. One of the primary challenges practitioners face is managing vast, messy, and often incomplete datasets. Simply collecting data is not enough; it must be cleaned, preprocessed, and formatted correctly for models to learn effectively. Furthermore, as AI applications scale from prototypes to enterprise-level solutions, managing computational resources and ensuring the system can handle a massive influx of data becomes a critical technical hurdle. Algorithmic Complexity and Model Explainability The sophistication of modern AI models, particularly deep neural networks, presents another set of challenges. These “black box” models can be incredibly effective but often lack transparency, making it difficult to understand how they arrive at a decision.

Dr. Oldfield Plenary Speaker at GORS UK Government Operational Research Service Conference

October 29, 2025

Dr. Oldfield took center stage as a plenary speaker at the GORS UK Government Operational Research Service Conference, sharing his insights on AI ethics and its role in government policy.

AI Training in High Demand: Oldfield Consultancy’s 2025 Courses Reach Full Capacity

October 29, 2025

Oldfield Consultancy’s AI training courses 2025 have reached full capacity, highlighting the demand for AI assurance and ethical AI knowledge. Why These Courses Are Unique Who Benefits? Current delivery to UK Government and UK Universities highlights our high quality and the immediate impact these courses have for AI professionals and beginners. Pre-register for upcoming AI training sessions to secure your spot.