Practical problems, implementation and ongoing operations.

Digital delivery and our own operations

The operator’s experience includes requirements clarification, CMS migration, GA4 and GTM measurement, BigQuery queries, Looker Studio reporting, vendor coordination and quality review in digital projects.

The operator also runs PSNY, a Japanese apparel and accessories business with a multilingual Shopify store and overseas sales. This is an example from our own operations, rather than a commissioned client project.

AI as part of the workflow

We use AI for drafting, transforming information, processing data and files, and supporting implementation and review. Important decisions remain subject to human checks.

Operator background

Read the operator’s detailed background →