Edited by Tom Morgan · AInvasion · Last verified October 17, 2026
Direct answer: AInvasion publishes three long-form guides, each built around a decision rather than a headline: AI Regulation (which AI laws bind you, and which deadlines have already moved), Enterprise AI Implementation (how to run a pilot that can fail, and an ROI model finance will accept), and AI in Dating and Shopping (what ranking, suggesting, writing and acting AI does to your choices). Find your situation in the table below and open that one first.
Which guide fits your situation
| If this is your situation… | Open this guide | You will leave with |
|---|---|---|
| You publish or sell in the EU and need to know which AI rules already apply | AI Regulation | A jurisdiction-by-jurisdiction status board and a dated timeline |
| Your site uses AI-assisted text and you are unsure whether it needs a label | AI Regulation | A way to test your editorial workflow against the EU’s labeling duty |
| You are about to start an AI pilot and want a stop-or-go rule agreed in advance | Enterprise AI Implementation | A pilot charter template with go, adjust and stop conditions |
| Your pilot saved time, but no budget line moved | Enterprise AI Implementation | An ROI model that separates saved time from realized value |
| You use AI inside AI-powered apps or stores and want to know how much to let it do | AI in Dating and Shopping | A seven-rule playbook and the scam patterns that follow both markets |
| You need to pick a model or estimate what it will cost | Not a guide: use the AI Model Matrix or AI Cost Calculator | A shortlist and a monthly figure |
| You hit a term you do not recognize | Not a guide: use the AI Glossary | A plain-language definition |
The three guides
AI Regulation: what is law, what has moved
For: publishers, builders, and anyone deploying AI that touches people in the EU, the US, or Asia.
The question it answers: Which rules bind me today, and which dates should I stop worrying about? It separates deadlines that are fixed, those that have already slipped, and those still contested, and it maps the EU’s label duty for AI-assisted publishing onto real editorial workflows.
Not covered here: how to run an AI program inside a company. That sits in the enterprise guide.
Read the AI Regulation guide →
Enterprise AI Implementation: prove it or kill it
For: operations, finance and technology leaders deciding whether an AI pilot deserves to become production.
The question it answers: How do we know it worked? The guide insists that a pilot must be able to end in “stop,” walks through a 13-week plan, and works one example in which the same pilot shows a loss, a near break-even, or a gain depending on a single assumption about how much saved time becomes real value.
Not covered here: the full legal calendar. The guide carries a short EU timeline for planning; the regulation guide is the one we keep current.
Read the Enterprise AI Implementation guide →
AI in Dating and Shopping: one engine, two markets
For: people who use dating apps and online stores and want to stay in charge of what AI shows them and does for them.
The question it answers: How much should I let it do? Its organizing idea is a ladder: AI that ranks, AI that suggests, AI that writes for you, and AI that acts for you. Survey data in the guide shows comfort falling as you climb. It also covers the scam patterns that cross both markets.
Not covered here: app-by-app reviews and individual shopping-trend analyses. Those live in our AI dating coverage and shopping trends analysis, which the guide links onward to.
Read the AI in Dating and Shopping guide →
How the three fit together
Two of these guides turn out to be built on the same idea. The enterprise guide has a five-level autonomy ladder (retrieve, draft, act with approval, act within limits, act autonomously) and advises piloting at the lowest level that can test your hypothesis. The consumer guide has a four-rung ladder of its own (ranks, suggests, writes, acts). Both ask the same question: how much is the system allowed to do for you, and what evidence justifies the next step up?
The regulation guide draws the outer boundary. Whether you are a company running a pilot or a publisher drafting with AI, the rules decide which steps up the ladder you are allowed to take without extra obligations. If you read only one pair, read regulation first, then whichever of the other two matches your role.
Looking for something else?
Guides are slow, maintained references. Faster or narrower material lives elsewhere on the site:
- What happened this week: AI News & Trends and AI Tools News
- Narrow legal questions: the Regulation watch category, including Does Your AI-Assisted Site Need an EU Label?, California’s AI Transparency Act and AI Companion Chatbot Laws
- What went wrong, and why: Postmortems and the AI Failure Ledger
- Do pilots really fail at the rates quoted: 95% of AI pilots fail?
- Calculators and quizzes: the AI Tools hub, including the Prompt Token Estimator and the use-case decision quiz
How we build these guides
- A named editor is accountable. Each guide carries a byline and a review date, and corrections are logged on the page.
- Claims carry their limits. Surveys are labeled as surveys, forecasts as forecasts, and company claims as company claims.
- Confidence is labeled. Guides mark how solid a claim is (for example, Established when a primary source confirms it, Probable when the evidence is strong but secondary).
- Worked examples are marked as examples. Illustrative numbers are never presented as findings.
- AI assists, people decide. AInvasion uses AI tools for parts of research, drafting and editing. The editor is responsible for what is published.
Details are on the Methodology and How We Test pages.
The regulation and legal material in these guides is not legal advice. The enterprise material is not financial or investment advice.
FAQ
What is the difference between a guide and an analysis article? A guide is a maintained reference on one decision area, reviewed on a schedule. An analysis article takes a position on a specific development and is not updated to stay current.
Which guide should I read first? Use the table at the top of this page. If your situation touches more than one, start with AI Regulation, since it sets the boundaries the other two operate inside.
How current are the guides? Each guide shows its own “last verified” or “last reviewed” date near the top. Laws and deadlines change faster than most other topics, so check that date before relying on a specific deadline.
Do the guides replace professional advice? No. They map public sources so you can ask better questions of a lawyer, a finance partner, or a security team.
Can I suggest a topic or report an error? Yes. Use the Contact page. Corrections are logged on the page they affect.
Update log
- Oct 17, 2026: first publication of the guides hub. Pillar descriptions checked against the live guides on this date.