This Disclaimer applies to the content of achrafouahabmedia.com (the "Site"), published by ACHRAF OUAHAB MEDIA LLC ("we", "us" or "our"). It sits alongside our Terms of Service.
In short
- The Site explains how we work. It is general information, not legal, financial or tax advice.
- Example runs and example graphics show how things work. They are not records of real client work.
- We do not promise results, revenue, savings or search rankings.
- AI agents can make mistakes, so the owner of the business approves what matters.
01General information, not advice
The articles, pages and answers on the Site are general information about running a business on infrastructure it owns and about agentic AI systems. They are not legal, financial, tax or other professional advice, and they do not take your situation into account. Before you make a decision that depends on these matters, talk to a qualified adviser.
We work to keep the Site accurate and up to date, but we cannot promise that every part of it is complete or current at all times.
02Research we quote
When the Site quotes a research number, it names the organization that published it and links to the source. The numbers, findings and methods belong to those organizations, not to us. We quote them as published and do not guarantee them. Quoting a source does not mean that organization works with us or endorses us.
03Example runs and graphics
Some parts of the Site show how an AI agent or the infrastructure would work, such as a conversation with a coordinator agent or a graphic of a business moving from rented tools to its own infrastructure. These are marked as examples. They are illustrations: the names, numbers and steps in them are made up to explain an idea. They are not records of real client work and not results we have achieved for anyone.
04No guarantees of results
Every business is different, and many outcomes depend on things outside our control, such as your market, your team and search engines. Nothing on the Site is a promise of specific results, revenue, savings, time saved, traffic or search rankings.
05AI agents can make mistakes
An AI agent is software that carries out tasks step by step. AI agents can be wrong: they can write incorrect code or text, or misread a request. That is why the infrastructure we build shows changes as a private preview first, and its agents stop and ask the owner before anything is sent to a customer, published or paid. The owner of the business stays responsible for approving what matters.
06Recommendations
The recommendations shown on the Site come from LinkedIn. They are real people's own words about working with Achraf Ouahab, shown as they wrote them. They describe what it was like to work with him. They are not claims of business results.
07Links to other websites
The Site links to other websites, such as research sources, LinkedIn and Instagram. We do not control them and are not responsible for their content, accuracy or practices. A link does not mean we endorse the site or what it offers.
08Contact us
Spotted something on the Site that looks wrong, out of date or unclear? Email [email protected] and we will look into it.