Artificial Intelligence
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Governing AI Agents That Edit Word Documents
Letting an AI agent read a Word document is a retrieval problem. Letting it change one is a governance problem. Once an...
The EU AI Act After the AI Omnibus: The Timeline That Now Applies
For most of 2026, a single date dominated EU AI Act planning: 2 August 2026, the day the high-risk obligations were due...
From Compliance Project to Operating Model: Building an AI Governance System with ISO/IEC 42001
On 2 August 2025, a significant tranche of the EU AI Act's obligations became applicable. A year on, many organisations...
GPAI Obligations, Codes of Practice, and the EU AI Act Roadmap After the AI Omnibus
2 August 2026 loomed large in EU AI Act planning, and it was a real milestone: from that day the Act became generally ap...
The EU AI Act Now Applies: What Operational Compliance Actually Looks Like
On 2 August 2026 the EU AI Act became generally applicable. The enforcement powers of the European Commission's AI Offic...
EU AI Act Compliance Checklist: What Applies When and How to Prepare for High-Risk Rules
The EU AI Act became generally applicable on 2 August 2026, but its obligations do not all start at once. Some already a...
AI Document Review with an Audit Trail: Practical Guardrails for Compliance Teams
Every compliance and internal audit function is having the same conversation this year. The document workload — policies...
Production AI Agent Observability: Monitoring, Debugging, and Cost Control at Scale
The hardest part of running AI agents in production is not the agent itself. It is everything around the agent — the ope...
The AI Maturity Pyramid: Where Does Your Organisation Actually Stand?
Every organisation is "doing AI" now. The question is whether they are doing it deliberately.
AI Coding Assistants in the Enterprise: Governance, Security, and IP for Claude Code, Cursor, and GitHub Copilot
Three years ago, AI coding assistants were a productivity curiosity that a small share of developers used informally. By...
From AI Pilot to Production: Scaling Enterprise AI Agents Beyond the Proof of Concept
The numbers tell a stark story. Industry surveys consistently show that while enterprise investment in AI agent technolo...
EU AI Act High-Risk Compliance: A Technical Readiness Guide
The EU AI Act's requirements for high-risk AI systems apply from 2 December 2027 for those listed in Annex III, and from...
Multi-Agent AI Systems: Orchestrating Specialised Agents for Enterprise Workflows
Gartner does not report a 1,445% increase in enquiries about a technology that is merely interesting. That figure — the...
Artificial Intelligence-Powered Document Intelligence: Combining WOPI, Office Add-Ins, and LLMs
Enterprise document processing has been a persistent challenge. Organisations generate, receive, and process vast quanti...
Measuring Artificial Intelligence ROI: A Practical Framework for Global Enterprises
The enthusiasm for AI in enterprise has reached a point where almost every organisation is investing — or planning to in...
Small vs Large Language Model: Choosing the Right AI for Your Enterprise
Every enterprise evaluating AI faces a fundamental question: what size of model do we need? The instinct is to reach for...
AI First: RAG Architecture Best Practices for UK Enterprise Deployments
Retrieval-augmented generation has moved from a research concept to a core enterprise AI pattern in a remarkably short t...
AI First Governance and the EU AI Act: What Businesses Need to Know
The EU AI Act is in force and applies in stages. Its prohibitions have applied since February 2025, the general-purpose...
Building Artificial Intelligence Agents for Enterprise Automation: A Practical Guide
The conversation around enterprise AI has shifted decisively. Chatbots that answer questions are useful, but they are fu...
AI and Consciousness: Exploring the Frontier
Is AI conscious? Explore what makes us aware.
Demystifying LLM-Based AI: A Practical Guide to Key Concepts
Learn the fundamentals of Large Language Model (LLM) AI, including key concepts like neural nets, context, RAG, agents,...
The Role of Human-in-the-Loop in Training and Tuning eCommerce AI Assistants
Discover how human-in-the-loop strategies help train and tune eCommerce AI assistants for accuracy, trust, and performan...
Managing AI Quality in eCommerce Chatbots: Balancing Automation with Accuracy
As eCommerce businesses look to scale, improve customer experience, and reduce support costs, AI chatbots powered by lar...
AI and Software Development in 2024
Learn more about how AI can be used in software development to streamline workflow processes. Contact us for AI integrat...
AI Machine Learning in IoT Security: Techniques and Tips
Explore more about AI machine learning in IoT security. Reach out to us to implement expert techniques to help your busi...
Unlocking Insights into the Use of AI in Business Analytics
Discover more about the use of AI in business analytics and how you can gain a competitive edge. Contact us for AI devel...
Top 12 AI Future Trends To Watch Out For
Discover the top AI future trends that will transform industries. Contact our team to stay ahead of the game with AI dev...
Balancing Innovation and The Ethics of AI in Business
Explore the ethics of AI in business and understand the balance between innovation and responsibility. Contact us for et...
What is Retrieval-Augmented Generation (RAG)?
Discover what retrieval-augmented generation is and how it enhances language models. Contact our experts to implement AI...
Machine Learning vs AI: What’s the Difference?
Learn about the differences between AI and machine learning and see how benefit from advanced technologies with McKenna...
How AI Can Improve Customer Experience
Discover how AI can improve customer experience and create customer loyalty for your business. Learn more here with McKe...
What is a Large Language Model? Uses, Scope, and Limitations
Discover what a large language model is, including its benefits and limitations for your business. Learn more here with...
Creating an AI Assistant Using OpenAI
Discover how to create an AI assistant for your business using the Large language Model of OpenAI with McKenna Consultan...
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