DAMA DATA PROJECT SKILLSDOCUMENTATION · RELEASE 1.1.0

KNOWLEDGE LIBRARY V1.1.0

Data Warehousing and BI Pack

Skill: delivering-data-warehousing-and-bi

Word report · Excel register

Record details

ID Field Project value
artifact_id Artifact ID
project Project
skill Skill
version Version
date Date
status Status
author Author
owner Owner
approver Approver
purpose Purpose
business_outcome Business outcome
scope Scope and exclusions
source_inputs Inputs and sources
assumptions Assumptions and constraints
decisions Decisions
rationale Rationale
risks Risks
exceptions Exceptions
open_items Open items
due_date Due date
acceptance_criteria Acceptance criteria
evidence_location Evidence location
reviewer_decision Reviewer decision
next_gate Next stage gate

Domain analysis and decisions

Business decisions and use cases (decisions)

Derive questions, priorities, and metrics from user decisions.

Enter project evidence, conclusion, and owner.

Metric contract (metric_contract)

Fix definition, numerator, denominator, grain, time, exclusions, and approval.

Enter project evidence, conclusion, and owner.

Source profile and semantic conflicts (source_profile)

Profile sources and record conflicting definitions and adjudication.

Enter project evidence, conclusion, and owner.

Fact grain and conformed dimensions (fact_grain)

Define fact-row meaning, dimension conformance, and master-data dependencies.

Enter project evidence, conclusion, and owner.

History and restatement policy (history)

Define late-arriving data, historical versions, comparisons, and restatement gates.

Enter project evidence, conclusion, and owner.

Load reconciliation and rejects (loading)

Compare source and target totals, rejects, duplicates, and latency with repair ownership.

Enter project evidence, conclusion, and owner.

Reporting and business acceptance (business_acceptance)

Accept with real decision scenarios, permissions, and critical metrics.

Enter project evidence, conclusion, and owner.

Release support and adoption (operations)

Plan release, rollback, SLA, support, and usage-outcome monitoring.

Enter project evidence, conclusion, and owner.

Working registers

Metric Catalog (metrics)

Govern metric definitions, sources, and ownership.

Metric (metric) Definition (definition) Denominator (denominator) Source (source) Owner (owner) Approver (approver) Version (version)

Reconciliation UAT (uat)

Track reconciliation differences and business acceptance tests.

Metric (metric) Test (test) Test result (test_result) Impact (impact) Owner (owner) Evidence (evidence) Status (status)