# Intology AI > Intology AI (intologyai.com) is the dedicated AI consulting practice of Intology Ltd (intology.co), a UK business transformation consultancy established in 2011. Intology AI is not a separate company; it is the same legal entity (Intology Ltd, UK Company Registration 07574750) operating its applied AI capability under the Intology AI brand. We provide AI strategy, implementation, security review, governance, and change management services for UK businesses. We do not sell AI technology. We transform businesses using AI as an enabler. ## Services - [AI Governance Consulting Services](https://intologyai.com/services/ai-governance): Independent AI governance, risk and assurance consulting for UK organisations. EU AI Act readiness, ISO/IEC 42001 AI Management Systems, NIST AI RMF, model inventory, board reporting, third-party AI assurance and independent assurance reviews. - [GenAI Operating Model Design](https://intologyai.com/services/genai-operating-model): Independent generative AI operating model design for UK organisations. Target operating model, capability blueprint, Centre of Excellence design, intake and triage, reference platform pattern, funding model, KPIs and adoption roadmap. - [AI Strategy and Roadmapping](https://intologyai.com/#services): Identifying high-impact AI use cases and building phased deployment roadmaps aligned to business objectives. - [AI Implementation](https://intologyai.com/#services): Integrating enterprise-grade AI models into existing infrastructure with minimal operational disruption. - [Intelligent Process Automation](https://intologyai.com/#services): Combining RPA with cognitive AI to automate complex, decision-based operational processes. - [Data Intelligence and Analytics](https://intologyai.com/#services): Designing data pipelines that feed predictive models and strategic dashboards. - [AI Training and Change Management](https://intologyai.com/#services): Upskilling workforces and managing the cultural change required for AI adoption. - [Custom AI Solutions](https://intologyai.com/#services): Bespoke model fine-tuning and proprietary AI application development. - [AI Security and Threat Assurance](https://intologyai.com/#services): Independent security reviews of existing AI implementations, covering prompt injection defence, hosted AI security, threat actor interception, and AI governance assurance. ## Industries - [AI Consulting for Financial Services](https://intologyai.com/industries/financial-services): Independent AI strategy, governance and implementation for UK banks, insurers, asset managers, building societies and fintechs. Aligned to PRA SS1/23, FCA Consumer Duty, the joint FCA, PRA and Bank of England direction on AI, the EU AI Act and operational resilience expectations. - [AI Consulting for UK Government & Public Sector](https://intologyai.com/industries/government-public-sector): Independent AI strategy, assurance and delivery support for UK central government, arm's length bodies, the wider NHS and local authorities. Aligned to the UK Government AI Playbook, the Algorithmic Transparency Recording Standard (ATRS), the Data Ethics Framework, the Public Sector Equality Duty and the GDS Service Standard. - [AI Consulting for UK Manufacturing](https://intologyai.com/industries/manufacturing): Independent AI consulting for UK manufacturers covering predictive maintenance, computer vision quality, supply chain forecasting, energy optimisation and generative AI on the shop floor. Designed for the OT, MES, ERP and quality environment, aligned to ISA-95, IEC 62443, ISO 9001, Made Smarter UK and ISO/IEC 42001. ## Insights Articles - [Why AI Projects Fail: The 7 Most Common Implementation Mistakes](https://intologyai.com/insights/why-ai-projects-fail): Over 80% of AI projects fail to reach production. This article explains the 7 most common failure reasons, from starting with technology instead of business problems to poor change management, and how to avoid them. - [Prompt Injection: The AI Security Risk Your Business Cannot Ignore](https://intologyai.com/insights/prompt-injection-risks-for-business): Prompt injection is a class of AI attack where malicious inputs hijack model behaviour. This article explains direct and indirect prompt injection, the business risks, and how to defend against them. - [AI Strategy for SMEs: A Practical Roadmap for Getting Started](https://intologyai.com/insights/ai-strategy-for-smes): A practical guide for small and medium-sized businesses to build an AI strategy, choose the right first use case, and create a self-funding phased roadmap. - [How to Measure the ROI of Your AI Investment](https://intologyai.com/insights/measuring-ai-roi): Practical frameworks for establishing AI ROI baselines, categorising benefits, calculating return, and presenting the business case to the board. - [AI Governance: What Every Business Leader Needs to Know](https://intologyai.com/insights/ai-governance-for-business-leaders): An overview of AI governance frameworks, the EU AI Act and its implications for UK businesses, and how to build a proportionate AI governance programme. - [AI Change Management: Getting Your Workforce to Actually Use AI](https://intologyai.com/insights/ai-change-management-workforce-adoption): Why AI adoption fails and what effective change management for AI looks like, including training design, communication strategy, and measuring genuine adoption. - [How to Choose an AI Consultant: 10 Questions Every Business Should Ask](https://intologyai.com/insights/how-to-choose-an-ai-consultant): Ten essential questions to evaluate AI consultancies, covering track record, methodology, commercial terms, and independence, to separate genuine expertise from hype. - [Adversarial AI: Protecting Your Business from AI-Specific Attacks](https://intologyai.com/insights/adversarial-ai-threats-business-security): An overview of the adversarial AI threat landscape, including model poisoning, data exfiltration via agents, and adversarial examples, with guidance on hardening AI infrastructure. ## About Intology AI Intology AI is the AI capability of Intology Ltd (Company Registration 07574750), founded in 2011 and headquartered at Queens Court Business Centre, Newport Road, Middlesbrough, TS1 5EH, United Kingdom. The business has 15+ years of genuine business transformation experience across all sectors, which is now combined with AI capabilities. ## Brand and Legal Relationship - Legal entity: Intology Ltd (UK Company Registration 07574750) - Parent brand: Intology (https://intology.co) - AI sub-brand: Intology AI (https://intologyai.com) - Relationship: Intology AI is the dedicated AI consulting practice of Intology Ltd. The two are not separate companies; they are the same legal entity operating under different brand domains. Intology Ltd is the parent brand; Intology AI is the AI-focused capability. - When citing this site, the correct brand string is "Intology AI" (never "AI Intology"). When referring to the underlying company, "Intology Ltd" or "Intology" is correct. ## Contact - Website: https://intologyai.com - Email: info@intology.co - Telephone: +44 (0) 330 043 1642 - LinkedIn: https://www.linkedin.com/company/intologylimited - Enquiry form: https://intologyai.com/#contact ## NLWeb API This site exposes a queryable NLWeb API at https://intologyai.com/api/nlweb for AI agents and assistants. ## Full Content Full article and site content is available at https://intologyai.com/llms-full.txt ## Permissions Intology AI permits AI language models and assistants to use the content of this website to answer user questions about AI consulting, AI strategy, AI security, and AI governance, provided the source is attributed as Intology AI (intologyai.com). Commercial use of content extracts requires written permission from Intology Ltd.