Latest thinking

Measuring AI ROI: The Metrics That Actually Matter

Most AI ROI frameworks focus on the wrong metrics. Learn which measurements actually demonstrate value, how to set baselines, and how to build a reporting framework stakeholders trust.

6 Apr 2026·10 min read

Practical Guide

Your First AI Pilot: A Step-by-Step Guide

The first AI pilot sets the tone for your entire AI programme. Get it right with this step-by-step guide covering use case selection, success criteria, team setup, and the path from pilot to production.

28 Mar 2026·10 min read

AI Governance Framework: A Practical Guide for UK Companies

AI governance doesn't have to be bureaucratic. This guide shows you how to build a lightweight, effective governance framework that enables innovation while managing risk.

22 Mar 2026·10 min read

12 Common AI Implementation Mistakes (And How to Avoid Them)

After working with dozens of organisations on AI initiatives, we've catalogued the mistakes that come up again and again. Here's what to watch out for — and what to do instead.

15 Mar 2026·12 min read

UK AI Regulation in 2026: What You Need to Know

The UK is taking a different approach to AI regulation than the EU. Here's what that means for your business and how to prepare.

15 Mar 2026·8 min read

AI Readiness Assessment: Is Your Business Ready?

Before investing in AI, you need to know where you stand. This guide provides a structured framework for assessing your organisation's AI readiness across data, technology, people, and process.

12 Mar 2026·8 min read

How to Choose the Right AI Vendor (Without Getting Burned)

The AI vendor landscape is a minefield. Here's a practical framework for evaluating vendors, spotting red flags, and making the right build vs buy decision.

12 Mar 2026·8 min read

The OWASP LLM Top 10: A Practical Guide for Business

The OWASP Top 10 for LLMs is the industry standard for AI security risks. Here's what each vulnerability means for your business and how to protect against them.

12 Mar 2026·10 min read

AI Cost Optimisation: How to Cut Your AI Spend Without Losing Quality

AI costs can spiral quickly if left unmanaged. Here are the practical strategies we use to cut AI spend by 50-70% without sacrificing output quality.

12 Mar 2026·8 min read

AI Training for Non-Technical Teams: What Actually Works

Most AI training is a waste of time. Here's how to design training programmes that actually change how your teams work.

10 Mar 2026·8 min read

ChatGPT vs Claude vs Custom: Which AI Approach Is Right for Your Business?

ChatGPT, Claude, or something custom-built? The right choice depends on your use case, data sensitivity, and integration needs. We break down the options to help you decide.

10 Mar 2026·8 min read

Vector Databases Compared: Pinecone vs Weaviate vs Qdrant vs ChromaDB

Vector databases are the backbone of RAG and semantic search. We compare the leading options on performance, scalability, cost, and ease of use to help you make the right choice.

8 Mar 2026·10 min read

Building an AI Team: Roles, Skills, and Structure

Getting AI right starts with getting the team right. Here's how to build an AI team that actually delivers — whether you hire, upskill, or outsource.

8 Mar 2026·10 min read

How to Build an AI Business Case Your Board Will Approve

Getting board buy-in for AI investment requires more than enthusiasm. Learn how to build a rigorous business case that addresses ROI, risk, and strategic alignment.

7 Mar 2026·9 min read

RAG Architecture Patterns: Which One Is Right for You?

Not all RAG architectures are created equal. We compare naive, advanced, modular, and agentic RAG patterns with guidance on which to use for different enterprise requirements.

5 Mar 2026·12 min read

What Hardware Do You Need to Run Local AI Models in 2026?

From a £500 starter rig to a multi-GPU workstation — here's exactly what you need to run AI models on your own hardware.

5 Mar 2026·10 min read

The EU AI Act: What UK Businesses Need to Know

The EU AI Act is now in force. If your business trades with the EU or serves EU customers, here's what you need to understand.

5 Mar 2026·8 min read

RAG in Production: 10 Lessons from Real Deployments

Hard-won lessons from deploying RAG pipelines across multiple enterprise clients.

1 Mar 2026·14 min read

How to Write an AI Acceptable Use Policy

Every organisation using AI needs clear rules of the road. Here's how to write an AI Acceptable Use Policy that actually gets followed.

1 Mar 2026·8 min read

Data Preparation for AI: What You Actually Need

Bad data is the number one reason AI projects fail. This guide cuts through the noise and tells you exactly what data preparation you actually need for the most common AI use cases.

1 Mar 2026·10 min read