The "Audit Trail" Pattern: Architecture for Immutable Sustainability Data
The article discusses the importance of immutable data architectures in corporate sustainability reporting. It highlights the challenges of data drift and compliance in carbon calculations. A proposed solution is the 'Snapshot Pattern,' which ensures that all calculations are preserved at the time they occur to maintain audit integrity.
- ▪In standard CRUD applications, updating data is straightforward, but in sustainability reporting, it can lead to compliance issues.
- ▪Data drift occurs when emission factors are updated, potentially altering past calculations and raising red flags during audits.
- ▪The Snapshot Pattern involves storing a complete record of calculations at the time they are made, ensuring data integrity for audits.
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try { if(localStorage) { let currentUser = localStorage.getItem('current_user'); if (currentUser) { currentUser = JSON.parse(currentUser); if (currentUser.id === 3923050) { document.getElementById('article-show-container').classList.add('current-user-is-article-author'); } } } } catch (e) { console.error(e); } Jeremiah Say Posted on May 29 The "Audit Trail" Pattern: Architecture for Immutable Sustainability Data #webdev #architecture #sustainability #database In standard CRUD apps, if a user updates their profile name, you overwrite the database row. No big deal. But in CSRD (Corporate Sustainability Reporting Directive) software, overwriting a row is a compliance nightmare.
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