Four examples of connecting business needs, operating processes and practical implementation. Start with the problem; see where the technology fits.
New-product preparation brought together research, descriptions and SEO fields. The workflow produces structured Excel output for the ecommerce manager to review and enter into Magento.
An internal assistant helps staff find product information during calls and emails, drawing on company knowledge, specifications and source documents.
Michael built the assistant around controlled company product knowledge. Staff remained responsible for the customer conversation. Reported time savings and other benefits are qualitative; no measured sales, returns or accuracy claims are made here.
A staged workflow supports research, content planning and drafting. The writer acts as editor and subject-matter reviewer, with decisions at intermediate stages.
The editor can approve, revise or restart work. Michael reports that the workflow was still in use after nearly a year as of October 2026. Continued use is self-reported; no quantified productivity, SEO or revenue gain is claimed.
Separate content, learning and shopping sites were brought together into one Magento 2 site, addressing platform structure, domain redirection and SEO migration.
Michael describes an initial consulting engagement that consolidated the sites, followed by broader technology and process responsibilities. This case demonstrates platform and operating experience; it carries no AI-runtime or attributed revenue-growth claim.
Case notes are based on Michael’s account. Client identities are withheld. Outcomes are self-reported unless otherwise stated.
Tell me what you want to improve, what you already use and where you’d like help—strategy, your team or a build.