How the research gets made, what's changed recently, and whether the pipeline is running as expected.
Kelenvest covers a global equity universe — 45 research universes spanning countries, global sectors and investment themes, across roughly 47 exchanges worldwide.
The universes aim to be representative of the markets investors would typically invest in. Performance is computed on a basket methodology, with a constant membership through time — so a move reflects the constituents themselves, not names entering or leaving the basket.
The pipeline runs on market time. After each regional close — Asia, Europe, then the Americas — the latest prices are collected, and basket-level performance, charts, key points and publications are generated and published generally within the same hour (10:30 CEST / 9:30 CET, 18:00 and 22:30 CET/CEST on trading days).
Frontier AI does the assembling and the first-draft writing; layered validation gates do the disciplining. Every publication passes automated quality checks — data freshness, image integrity, cross-vendor agreement — before it is released, and anything that fails is quarantined rather than published.
Kelenvest is research and information only — it is not investment advice, and no publication is a recommendation to buy or sell anything.
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