Data & Analytics

Trust the number because you can trace it.

FCT connects the path from source records to business decisions. Definitions, access rules, owners, and quality checks stay visible. Your team approves what each number means and who can use it.

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Sources Operational systems and files
Definitions Named metrics and owners
Access Role-based permissions
Governed data model Traceable logic and quality checks
Decision-ready reporting Clear source, owner, and meaning
From controlled sources to a traceable decision

Control

Every number needs an owner and a path.

FCT builds and documents the data system. Your team authorizes the sources, meaning, access, and operating use.

Area FCT delivers Your team controls

Sources

FCT deliversInventory the records, fields, dependencies, and minimum access needed for the work.

Your team controlsControl source accounts, credentials, permissions, and approval for every connection.

Definitions

FCT deliversTurn business questions into traceable metric logic, transformation rules, and quality checks.

Your team controlsApprove the meaning, exclusions, owner, and who may see each result.

Operation

FCT deliversBuild the data flow, reporting, monitoring, documentation, and handoff.

Your team controlsControl reporting access, production decisions, and removable FCT access.

Delivery

From unclear source to usable decision.

The same delivery path protects definitions, access, quality, and accountability from diagnosis through handoff.

How the data work moves

  1. Diagnose
  2. Design
  3. Build
  4. Test
  5. Monitor
  6. Document
  7. Hand off

What remains with your team.

Core data record

  1. Source and lineage map

    Shows where data begins, how it moves, and who touches it.

  2. Metric dictionary

    Defines each measure, its logic, exclusions, and owner.

  3. Quality checks

    Makes missing, late, duplicate, or conflicting data visible.

  4. Operating and access guide

    Documents review routines, recovery, permissions, and handoff.

Questions

What leaders need to know.

Do we need a new data platform first?

Not always. We start with the decision, source, access boundary, and current reporting. Architecture follows the operating need.

Can this include spreadsheets and imperfect CRM data?

Yes. We map those sources honestly, name their limits, and add checks. The goal is traceable information, not a cleaner story than the data supports.

Who decides what a metric means?

A named client owner approves the business definition and use. FCT documents the logic, lineage, exclusions, and quality checks.

Next decision

Bring one number your team does not trust.

We will trace its source, definition, owner, and use to see what must become clear before new reporting is built.

Talk to Fernando fernando@fct.dev Fernando replies personally, Monday to Friday.