Tag
Articles: AI strategy
9 articles
RAG vs Fine-Tuning in 2026: Which One Does Your Business Actually Need?
A straight answer: 80% of business AI use-cases need RAG, not fine-tuning. Here's the decision framework, real cost numbers, and when to combine both.
· 9 min read
AI Agency vs In-House Team vs Freelancer: The Real Cost Comparison
Which way should you build AI capability — hire, contract a freelancer, or use an agency? A cost-and-risk breakdown for European companies in 2026.
· 9 min read
Why AI Projects Fail: 10 Reasons — and How to De-Risk Yours
Most AI projects that fail don't fail on the model — they fail on scope, data, and the gap between a demo and production. The 10 failure modes, each with the fix.
· 11 min read
How to Calculate the ROI of an AI Project (With a Worked Example)
A straight framework for the AI business case: the four benefit types, the full cost picture, the payback formula, and a worked example you can copy.
· 9 min read
The EU AI Act: A Practical Compliance Guide for Businesses in 2026
What the EU AI Act actually requires — the four risk tiers, what counts as high-risk, the 2026 timeline, and a practical checklist for businesses deploying AI.
· 11 min read
From AI Pilot to Production: Why Most Pilots Stall — and How to Cross the Gap
The hardest step in an AI project is not the pilot — it's shipping it. Why AI pilots stall in 'pilot purgatory', and the concrete steps to get to production.
· 9 min read
How to Automate Customer Support with AI (Without Wrecking the Customer Experience)
A practical guide to AI customer support automation: what to automate, what to keep human, the RAG-copilot architecture, rollout steps, and the metrics that prove it works.
· 10 min read
How to Write an AI Project Brief That Gets You an Accurate Quote
A vague brief gets you a vague quote — or a wrong one. The 7 things an AI project brief must specify, with a copy-ready template, so vendors quote what you actually need.
· 8 min read
AI Cost Optimization: 8 Ways to Cut Your LLM Bill Without Losing Quality
LLM costs creep up quietly in production. Eight concrete levers — model routing, prompt caching, RAG trimming, batching — to cut the bill while keeping output quality.
· 9 min read