FiuviReal-time data enrichment: what "one call, fully enriched" actually takes
Resolving a fully enriched record in a single call sounds simple. Under the hood, it means solving sourcing, coverage, and freshness at once.
"What does this record actually contain?" is a simple question with a surprisingly complicated answer. A single record can span a dozen sources, several related entities, and fields that no single source reports directly.
Getting an accurate answer means three things happening at once: every field the record touches needs a current value, every source it depends on needs to be indexed, and the whole computation needs to happen fast enough to be useful in a live product.
Fiuvi's data enrichment endpoint handles all three by leaning on the same coverage that powers Base Data — the same 150+ sources and 2.3 million records — so a single request returns a fully enriched record instead of requiring a separate call per source.
In practice, this has cut the time it takes partner teams to enrich a record by over 85% compared to stitching the same data together from multiple sources.