Dataplanedataplane
    Data Warehouse

    Many systems. Many instances. One definition of the business.

    Dataplane lets you define your model once and bind every source to it, whether that's many copies of the same system or many different ones, so a warehouse fed by all of them reads as a single coherent model.

    The Problem

    Enterprises run on dozens of systems. Most warehouses just stack the differences.

    Vertical and horizontal replication leave you with a dozen definitions, and the warehouse just adds one more schema on top.

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    The same system, many times. System instances from different regions or acquisitions each describe the same entity in a different way.

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    Different domains, same entities. ERPs, CRMs, and WMSs all reference concepts like 'customer', but model them differently.

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    The model lives in SQL. With no central definition, each source is mapped by hand, so the common model drifts table by table.

    Dataplane Approach

    From a dozen schemas to one model they all conform to.

    01

    Extract the common model

    Lift the entities, relationships, and rules your existing systems already share into one central, abstracted model.

    extract · model · abstract
    02

    Bind across systems

    Map each source to the shared model, so every replica and tool resolves to the same definition instead of its own.

    map · bind · resolve
    03

    Enforce conformity

    Hold every source to the model as it lands, so new systems and acquisitions conform by default instead of drifting.

    validate · enforce · conform
    Built on:Data OntologyMaster DataData QualityData Lineage

    Outcomes

    Where You Feel It

    One model behind many systems changes what the warehouse can absorb.

    Onboarding time

    A new source or acquisition binds to the model instead of getting its own pipeline.

    Reconciliation

    Sources resolve to one definition, so teams stop reconciling the same entity by hand.

    Consistency

    Every system reads through the same model, so the business looks the same everywhere.

    Reuse

    Model the business once and every new source inherits the structure already defined.

    Benchmark your warehouse on one model.

    We'll model a slice of your business, bind your source systems to it, and show how much work disappears.