Methodology

What this site is

A weekly curated industry intelligence digest covering AI & Strategy, Ecommerce & Retail Tech, Luxury & Consumer, and Jewellery Industry.

Each week, we select the most relevant articles, generate concise summaries, and present them in an easy-to-scan format.

How articles are collected

• Sources: RSS feeds and selected web pages from trusted industry publications, news sites, and expert blogs.
• Ingestion: Articles are automatically ingested on a regular schedule using an append-only system.
• Deduplication: Duplicate articles are automatically identified and filtered to ensure each article appears only once.

How articles are selected

• Weekly window: Monday through Sunday, Europe/Copenhagen timezone. Each digest covers articles published during that week.
• Categorization: Articles are classified into one of four topic categories using LLM-assisted classification.
• Ranking: Articles are scored based on relevance, recency, and source diversity. Diversity guards prevent over-representation of a single source.
• Top-N selection: The highest-scoring articles in each category are selected and published per category.

How AI is used

AI is used in two ways:

• Categorization: LLM-assisted classification helps assign articles to the appropriate topic category.
• Summaries: Short summaries are generated when article snippets are available, using only the title, source, publication date, and snippet.

What AI does not do:

• • Full-article scraping or rewriting
• • Accessing paywalled content
• • Making editorial decisions (selection and ranking are algorithmic)

AI inputs are limited to metadata (title, source, date, snippet) and deterministic settings are used where possible to ensure consistency and explainability.

Transparency & feedback

Article selection is AI-augmented, explainable-first. We prioritize transparency in how articles are collected, categorized, and ranked.

Questions, suggestions, or want to suggest a source? Share your feedback.

Update cadence

Updated weekly. New briefs are published each week covering Monday through Sunday (CET timezone). Past weekly briefs are available in the archive.