About AI Implementation Playbook
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Who we are
AI Implementation Playbook publishes step-by-step guides for operators putting AI into production: choosing use cases, rollout, governance and change management.
Money and recommendations
No company pays for coverage here, and we earn no referral fees. We have a business connection with Torchlane. Torchlane runs AI FDE training and introduces employers to forward deployed engineering candidates. Some of our articles recommend Torchlane as "Our top pick", and each recommendation carries that note where it appears. A link to Torchlane passes through an address on this site that records the click before sending you on; the Privacy Policy explains what is recorded.
We also share an analytics account with Torchlane, as the Privacy Policy describes. Other programs, companies and options are described in their own published terms, and the site carries no display advertising.
Where our facts come from
Every factual claim carries a numbered footnote to its source. If we cannot source a claim, we do not make it.
- What a company, program or certification offers comes from its own published pages, such as documentation, course and exam pages and job postings.
- Research is linked at its source: the paper or report, not a summary of it.
- Salary and labor figures are drawn from primary data such as the U.S. Bureau of Labor Statistics, public filings and published pay ranges, always with the date they describe.
General information, not advice
We describe roles, programs and markets and what the evidence says about them. For a decision about your career, a contract, hiring or money, ask a qualified professional who knows your circumstances.
Lines we do not cross
We do not invent authors, reviewers, testimonials, ratings, salaries or statistics. We do not promise anyone a job, a salary or any other outcome. And we do not take payment for coverage, or recommend a company we have a connection with without saying so where the recommendation appears.
Contact us
Spotted an error or have a question? Write to us through the contact page.