What AI Can and Can't Do With Your Business Data
80% of failed AI projects fail because of bad data, not bad AI. Before you plug anything in, understand what your data actually needs to look like.
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Amelia S. Gagne
CEO and co-founder of Kief Studio. Full-stack developer and strategist. Perplexity AI Business Fellow. In tech since 2012.
https://ameliasgagne.com119 articles
Why Your Password Manager Is the Best Security Investment Under $50
A password manager costs less than a business lunch and eliminates the single most common way businesses get breached. Here's how to pick one and roll it out.
How to Write AI Prompts That Give You Useful Answers
The difference between a useless AI response and a genuinely helpful one is almost always the prompt. Here's how to write prompts that work on the first try.
How Phishing Actually Works and How to Spot It
Phishing isn't just bad grammar in a Nigerian prince email anymore. AI-generated phishing is personalized, grammatically perfect, and harder to spot than ever.
Your First Week With AI: What to Try and What to Skip
The best way to learn AI isn't a course — it's seven days of focused experimentation with tasks you already do. Here's a realistic first-week plan.
The Five Things Every Business Should Do Before Anything Else
MFA, password manager, software updates, backups, employee training. These five steps cost under $5,000 a year and eliminate the majority of your cyber risk.
How to Figure Out Where AI Actually Fits in Your Business
82% of businesses under five employees believe AI isn't applicable to them. The SBA calls that an education gap, not a reality gap. Here's how to find the real opportunities.
Entity SEO: How to Become the Answer, Not Just a Result
Google doesn't rank pages anymore. It ranks entities — people, companies, concepts. If the Knowledge Graph doesn't know who you are, your content is competing at a disadvantage.
How to Evaluate a Technology Partner When You're a Fintech Under $50M ARR
The vendor pitch deck won't tell you what you need to know. Here's what to actually look for — from someone on the other side of the table.
E-E-A-T Is Not a Checklist
Google's E-E-A-T framework is about what a site's entity signals communicate at scale — not whether you've ticked four boxes. Most guides get this backwards.
What NLP Training Actually Gives You in Business (And What It Doesn't)
NLP is scientifically contested and commercially overhyped. I've studied it anyway, for years, because the pattern-recognition framework changed how I read every business conversation.
What a Technical SEO Audit Actually Checks (And What You Can Fix Today)
A technical SEO audit isn't a black box. It checks specific, measurable things — and most of the highest-impact fixes take less than a day.