Information can be accurate within individual systems and still be difficult to use across the business. Definitions differ. Relationships are missing. Assumptions become separated from the figures they explain.

For COGMERIX, data architecture means organizing how business information is defined, connected, governed and made available for decisions. We preserve the context behind the numbers so leaders can understand where information comes from, what it represents and how it should be used.

We help organizations do

We ensure executives spend less time questioning the information and more time considering what it means, what could change, and what action should follow.

What Makes Evidence Dependable

Information must retain its meaning as it moves across the business. Our approach makes its purpose, relationships, limitations and ownership clear.

Purpose determines the detail.

The decision guides what information is needed, how current it must be and how much history matters. This keeps data work focused on a defined business need.

Connections preserve meaning.

Figures can be accurate individually and misleading together. Definitions, timing and relationships must align before information can support a shared conclusion.

Limitations remain visible.

Missing records and estimates affect what the business can reasonably conclude. We make those limitations explicit so confidence in the evidence matches its quality.

Ownership sustains confidence.

Dependable information needs people responsible for its meaning, quality and maintenance. Clear controls help preserve that confidence as systems and requirements change.

How we work

From Defined Decision to
Dependable Evidence.

Start with the business question. Build traceable, connected, and governed information around the decisions it needs to support.

  1. 01Scope

    Define the
    Evidence Needed

    Translate the defined decision into information requirements. Establish what is needed, at what level and how often.

    The outcomeEvidence requirements with a clear business purpose.

  2. 02Trace

    Examine the
    Source

    Follow information from its source. Identify conflicting definitions, transformations and gaps that could affect the choice.

    The outcomeA clear view of what the evidence can support.

  3. 03Connect

    Build the
    Relationship

    Align operational and financial information. Preserve the relationships, calculations and assumptions needed to interpret it.

    The outcomeConnected evidence that retains its meaning.

  4. 04Govern

    Establish Ownership
    and Control

    Assign responsibility. Define checks, access and change controls. Make the treatment of estimates and missing data explicit.

    The outcomeA maintained foundation for decisions and review.

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