Probe
Read the source's real payload before writing any parser.
Service
Live data integration means pulling operational data from the systems that own it, normalising it into one picture, and stamped with when it was actually read.
Market prices, booking calendars, brokerage positions, ad spend, analytics — each comes from its own source, on its own schedule, into one place. Every panel says where its number came from and how old it is, and a source that returns nothing is named on the page instead of being quietly rendered as zero.
A dashboard that quietly shows yesterday's numbers is worse than one that shows nothing, because nobody can tell. Ours re-fetch on the source's own cache window and carry a provenance stamp: when it was read, from where, and whether it is pulled or derived.
Read the source's real payload before writing any parser.
One shape, one unit, one currency of record — with the basis named.
Freshness stamp, failure state, and a refresh aligned to the cache.
Press Run to step through it.
What this page does not claim: Illustrative pipeline and timings. Which sources are available is settled by probing them, not by assuming they are.