Resource Hub
Practical guides mapped to the value chain and 6 pillars, so you can learn in the order that matters.
The 6 pillars of AI adoption
Strategy & Leadership
Define vision, sponsorship, and measurable goals.
Use Case Clarity & Value
Prioritize high-ROI use cases with clear outcomes.
Data & Information Readiness
Ensure accessible, reliable data for AI.
Technology & Integration
Select the stack and integrate safely.
Skills & Ways of Working
Build the teams, roles, and operating model.
Risk, Governance & Trust
Manage compliance, ethics, and safety.
AI Insights Weekly
Stay ahead with curated AI updates
What you'll receive:
- • Curated AI news highlights
- • New blog posts & case studies
- • Practical tips for AI adoption
Latest Articles
NX-GUARDAI Governance Framework for SMEs: A Practical Guide
Learn how to implement AI governance without enterprise-level complexity. A lightweight framework covering policies, accountability, and risk management for smaller organisations.
NX-GUARDBuilding an AI Literacy Program for Your Organisation
Learn how to develop AI skills across your entire organisation, from executive awareness to hands-on practitioner training. A practical framework for SMEs without enterprise training budgets.
NX-DATA50 AI Use Cases for SMEs: Practical Applications by Department
A comprehensive guide to AI applications across every business function. From customer service to finance, discover which AI use cases deliver the best ROI for small and medium businesses.
NX-BUILDBuy vs Build: Making the Right AI Decision for Your Business
Should you buy off-the-shelf AI tools or build custom solutions? A practical framework for making this critical decision, including hidden costs, risk factors, and when hybrid approaches make sense.
NX-BUILDDeploying AI Safely: A Technical Guide for Business Teams
Learn how to deploy AI systems with confidence. Covers testing strategies, rollout patterns, monitoring, incident response, and the human oversight that keeps AI reliable in production.
NX-BUILDAI Tech Stack Guide: What SMEs Actually Need
Cut through the hype and understand what technology infrastructure you really need for AI. A practical guide to platforms, tools, and architecture decisions for small and medium businesses.
NX-AIHow to Build an AI Strategy for Your SME
A practical, no-fluff guide to developing an AI strategy that fits your business. Learn how to set realistic goals, prioritise opportunities, and create an actionable roadmap without consulting fees.
NX-GUARDManaging AI Risk: A Practical Guide for Business Leaders
Understand the real risks of AI adoption and how to mitigate them. Covers accuracy risks, security concerns, compliance requirements, and building organisational trust in AI systems.
NX-DATACleaning Your Data for AI: A Practical Guide
Learn the essential data cleaning techniques that make AI projects successful. Covers common data quality issues, practical fixes, and tools you can use today without a data science team.
NX-DATAAI Terminology Simplified: A Plain-English Guide to Common AI Terms
AI discussions are often complicated by dense and inconsistent terminology. This article explains commonly used AI terms in clear, practical language to help readers understand concepts without technical jargon.
NX-BUILDAudioVideoImageMachine Learning vs AI: What’s the Difference?
Artificial intelligence (AI) is the broader field of building systems that perform tasks associated with human intelligence, while machine learning (ML) is a subset of AI that learns patterns from data to make predictions or decisions. This article explains the relationship, key differences, common misconceptions, and when each term is the right one to use.
NX-BUILDAI Basics - What is Artificial Intelligence
A clear, accurate introduction to artificial intelligence, explaining what AI is, how it works, key types, real-world uses, and common misconceptions.
NX-BUILDText, Image, Voice, and Video AI: What They Do
Modern AI systems can work across text, images, voice, and video, each with distinct capabilities and limitations. This article explains what each modality does, how it is commonly used, and how they are combined in real-world systems.
NX-BUILDAudioVideoImageThe Rise of AI Agents: What They Are and Why They Matter
AI agents are software systems that can plan, decide, and act autonomously to achieve defined goals. This article explains what AI agents are, how they work, where they are being used today, and the practical limitations organizations must understand.
NX-DATAWhat AI Can (and Can’t) Do Today
Artificial intelligence delivers real value across many tasks today, but it also has clear limitations that are often misunderstood. This article outlines what AI systems can reliably do now, where they fall short, and how to set realistic expectations.
NX-BUILDAI Myths and Misconceptions: Separating Fact from Fiction
Artificial intelligence is often misunderstood, leading to unrealistic expectations and misplaced concerns. This article examines common AI myths, explains why they persist, and clarifies what AI systems can and cannot do today.
NX-GUARDGenerative AI Explained: What It Is, How It Works, and Why It Matters
Generative AI refers to systems that can create new content such as text, images, code, and audio based on learned patterns from data. This article explains how generative AI works, where it is used, its limitations, and how it differs from other forms of artificial intelligence.
NX-AIAI Fundamentals for SMEs: Beyond the Hype
Cut through the noise and understand what Artificial Intelligence really means for your small or medium business—practical applications, not science fiction.
NX-DATAIndustry Spotlight: AI in Retail
From smart inventory management to hyper-personalized marketing, discover how modern retailers are using AI to compete with giants.
NX-AIThe Value Ecosystem: A New Framework for Modern Business
Why the traditional 'Value Chain' is dead, and how the 'Value Ecosystem' replaces linear processes with intelligent, interconnected networks.