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Industries — Financial services

A data foundation defensible under scrutiny.

In finance, the difficulty isn't producing a report, it's being able to explain how it was produced: from which source, with which rule, on which date.

The situation

The number comes fast. The explanation, far less so.

Core banking, trading tools, counterparty files, management applications: each system holds part of the final figure, with its own identifiers and its own schedule.

When a discrepancy appears at closing, the question isn't “which figure is correct” but “why do these two differ.” Without a history of loads or rule versioning, that answer has to be rebuilt by hand, under deadline pressure.

beVault tracks every load, keeps the source data exactly as it arrived, and preserves the link between that source and the published indicator.

What beVault makes possible

From source to published figure

  1. 01

    Preserving the origin

    Every record retains its source and its load timestamp. Raw data is not transformed before being stored.

  2. 02

    Track changes

    A counterparty reference that changes, an instrument reclassified, a retroactive correction: successive states coexist instead of overwriting each other.

  3. 03

    Version the rules

    Business and technical rules evolve with the model. You know exactly which version applied on the date of a calculation.

  4. 04

    Reconcile and measure

    Quality rules are declared in the loading process and measured continuously, source by source, with exception management.

  5. 05

    Documenting the indicator

    Marts expose indicators whose definition and lineage are derived from the model, not described in a separate document.

What you get

An answer to “where does this figure come from” that's read directly in the platform, not reconstructed after the fact.

Risk, finance and executive management teams work on the same historized facts. Any remaining discrepancies are definitional, visible and can be arbitrated, rather than unexplained source discrepancies.

Relevant beVault capabilities in this context

The three pages that matter here

Validated reference

ITBM

A financial-sector organization that industrialized the production of its management data on beVault.

Next step

Show us a figure that's hard to explain. We'll look together at what would need to be retained to answer for it.

Discuss your regulated data environment