DAMA DATA PROJECT SKILLSDOCUMENTATION · RELEASE 1.1.0

KNOWLEDGE LIBRARY V1.1.0

Data Integration Delivery Pack

Skill: integrating-data

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

Scope and business requirements (scope)

Define sources, consumers, latency, completeness, and failure tolerance.

Enter project evidence, conclusion, and owner.

Source capability and pattern choice (source_capability)

Compare batch, CDC, streaming, API, or sharing against constraints.

Enter project evidence, conclusion, and owner.

Versioned interface contract (interface_contract)

Define owner, schema, semantics, SLA, version, and change notice.

Enter project evidence, conclusion, and owner.

Mapping and lineage (mapping)

Record field transformations, quality rules, target meaning, and provenance.

Enter project evidence, conclusion, and owner.

Failure isolation and replay (replay)

Set idempotency, ordering, retry, dead letter, replay, and manual recovery.

Enter project evidence, conclusion, and owner.

Schema evolution (schema_evolution)

Define compatibility window, breaking-change approval, and consumer migration.

Enter project evidence, conclusion, and owner.

Reconciliation and quality (reconciliation)

Reconcile records, business totals, rejects, latency, and exception closure.

Enter project evidence, conclusion, and owner.

Operations and acceptance (operations)

Define alerts, operations owner, stage gates, and consumer acceptance evidence.

Enter project evidence, conclusion, and owner.

Working registers

Source Target Mapping (mappings)

Maintain field meaning, transformations, and tests.

Source field (source_field) Target field (target_field) Transformation (transformation) Rule (rule) Owner (owner) Test (test) Version (version)

Reconciliation (reconciliation)

Record reconciliation differences, isolation, and recovery evidence.

Source (source) Target state (target) Rule (rule) Test result (test_result) Impact (impact) Owner (owner) Evidence (evidence) Status (status)