| has subtopic | Data management (DAMA-DMBOK2) |
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| related topic | Data integration and interoperability |
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| related topic | data-integration skill (SKILL.md) |
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| related topic | Stage 1 — Source analysis |
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| related topic | Stage 2 — Source-to-target mapping |
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| related topic | Stage 3 — Integration patterns |
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| related topic | Stage 4 — Data exchange specifications |
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| related topic | Stage 5 — Data sharing agreements |
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| related topic | Stage 6 — Event thresholds and alerts |
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| related topic | Data integration file schemas |
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| related topic | Source analysis anomaly checklist |
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| related topic | Source-to-target mapping anomaly checklist |
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| related topic | Integration patterns anomaly checklist |
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| related topic | Data exchange specification anomaly checklist |
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| related topic | Data sharing agreement anomaly checklist |
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| related topic | Event thresholds and alerts anomaly checklist |
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| related topic | Profiles sources for what they hold, including how their meaning changed |
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| related topic | Maps sources to targets without losing value, and reconciles on value |
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| related topic | Designs flows that survive retries, disorder, late data, corrections and deletes |
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| related topic | Maps internal data to ISO 20022 elements by meaning, keeping structure |
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| related topic | Agrees what is shared, why, how well and for how long |
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| related topic | Sets event rules that catch their pattern, fit the team and notice a silent feed |
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| related topic | Card data sharing with a fintech partner - minimisation and onward use (data sharing agreement anomaly skills) |
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| related topic | Instant payments rule tuning before go-live - expected volumes, double cases, typologies and a lagging feed (event rule design skills) |
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| related topic | Payments stream monitoring rules - windows, volumes and a silent feed (event threshold anomaly skills) |
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| related topic | Payments and financial-crime flows - dead letters, replay and latency, with the reasons behind resilient flows (integration pattern skills) |
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| related topic | Card transaction flows - idempotency, reversals and deletes (integration pattern anomaly skills) |
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| related topic | Payment order to SEPA pacs.008 - debtor roles and structured remittance (exchange specification anomaly skills) |
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| related topic | SEPA credit transfer, return and reject specification - version, end-to-end id, amounts and scheme limits (exchange specification anomaly skills) |
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| related topic | Leasing contracts from two systems into one table - key collision, dropped offset and a percent cut-over (mapping on value) |
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| related topic | Three data sharing agreements - purpose, roles, incidents, exit and DORA terms (data sharing agreement skills) |
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| related topic | Legacy loan system profile - meaning changes, undocumented values and sample bias (source analysis anomaly skills) |
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| related topic | Card system onboarding - a meaning read from a field name, a profile older than the last release, and an integration design note (source analysis and DII concepts) |
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| related topic | Card settlement file to card transactions - minor units and a reconciliation on counts (mapping anomaly skills) |
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| related topic | Tests of the data-integration skill |
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