Research
Notes from the lab
What we are building, what we are measuring, and what surprised us. Written for people who have to build the thing.
7 min readAI-Driven Insights: How Generative Analytics is Revolutionizing Data-Driven Decision-Making
Generative analytics explains why a number moved, not just what it is. How it differs from traditional BI, and where it falls short.
Generative AnalyticsRead
7 min readGenerative AI's Impact on Small Business: A Practical Guide for 2025
Which generative AI applications are genuinely accessible to small teams across marketing, support and product, and what each costs to run.
Generative AIRead
7 min readGenerative AI in SEO: A Practical Guide to Optimizing for Google's AI-Powered Search
How generative search changes optimisation: what GEO means in practice, why E-E-A-T carries more weight, and where technical SEO still wins.
Generative AI SEORead
8 min readAI-Powered Knowledge Management: Building a Second Brain for Your Business in 2025
The technologies behind an organisational second brain, what it fixes about knowledge silos, and a phased way to build one.
AI knowledge managementRead
8 min readAI-Enhanced UX: Designing Websites That Users (and Search Engines) Love
Where AI fits into UX work: research, personalisation, accessibility and prototyping, and how those choices interact with search visibility.
AI UX designRead
8 min readGenerative AI for Hyper-Personalized Customer Experiences: A 2025 Guide
Moving from segments to individuals: the data foundation hyper-personalisation needs, and the ethical limits worth setting early.
Generative AIRead
8 min readNo-Code AI Development: Democratizing AI Innovation for Small Businesses
What no-code AI platforms can and cannot build, and where small teams see real returns: support automation, marketing and sales workflows.
No-Code AIRead
6 min readBeyond Automation: Unlocking Strategic Value with AI-Driven Business Intelligence
How AI-driven BI differs from traditional reporting, what predictive analysis adds, and what implementing it actually demands of a team.
AI business intelligenceRead
9 min readSecuring Your AI: A Practical Guide to AI Development Security Best Practices in 2025
Security practices for AI development: data governance, adversarial ML defence, model and supply chain hardening, and explainability.
AI securityRead
7 min readAI-Powered SEO in 2025: How to Find Untapped, Low-Competition Keywords
Why volume-and-difficulty keyword research is outdated, how semantic analysis surfaces real gaps, and what GEO changes about targeting.
AI SEO 2025Read
7 min readFrom Hype to Reality: Real-World Generative AI Use Cases Transforming Business Today
Generative AI deployments that are actually running: content, support, code, product design and analysis, with what each one delivers.
Generative AIRead
5 min readThe Future of Work: How AI Agents Are Revolutionizing Business Productivity in 2025
How AI agents change roles rather than simply removing them, the productivity case, and the workforce transformation it depends on.
AI agentsRead