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Academy module

SAC Commenting & Collaboration

SAC collaboration flow: alert fires at analytic-model level, becomes a tagged comment, notifies an owner or creates a task, and lands in an auditable trail — architecture diagram for SAC Commenting & Collaboration, Analytics Legends Academy module M028

As of 2026-10-04

SAC commenting = governance artefact, not UX feature. 4 features: story comments (timestamped annotations), @mentions (push + email alerts), Tasks (assigned actions with due dates), Broadcast (static snapshot to non-SAC users). Senior pattern: comment taxonomy [EXCEPTION][DECISION][ACTION][CLOSED] agreed before go-live. Alert-to-comment integration at AM level (not story level). Planning sign-off via comment-task loop replaces email chains. OData API extracts comments for GRC/SOX.

What you will learn

  • Design a 4-tag comment taxonomy ([EXCEPTION][DECISION][ACTION][CLOSED]) with trigger conditions and resolution criteria agreed with the business before go-live
  • Configure SAC smart alerts at the analytic model level so the same KPI fires consistently across all stories using that model
  • Implement the planning sign-off comment-to-task loop to replace email chains and reduce close cycle from 21 days to ≤ 5 days
  • Set up an OData API nightly extract of [DECISION] and [EXCEPTION] comments into a GRC data store for SOX/ICFR evidence

Module overview

SAC commenting and collaboration turns a passive analytics dashboard into an active decision workspace, where business users annotate a chart, assign a follow-up action, and record a decision without ever leaving the analytics context they were already looking at. The insight that separates a senior consultant's design from a default, unconfigured rollout is this: commenting is not primarily a user-experience nicety, it is a governance artefact. Every annotation left on a KPI is a timestamped, attributed business decision, and a year's worth of them, collected consistently, becomes the audit trail of how the organization actually reacted to what its own data told it — which is precisely the evidence a controller, an auditor, or a regulator asks for when they want to know not just what the numbers were, but what the business did about them.

Prerequisites

  • Review core concepts first: C019, C008, C020

Outcomes

  • Design a 4-tag comment taxonomy ([EXCEPTION][DECISION][ACTION][CLOSED]) with trigger conditions and resolution criteria agreed with the business before go-live.
  • Configure SAC smart alerts at the analytic model level so the same KPI fires consistently across all stories using that model.
  • Apply the module's core decision: Comment taxonomy — choose Define [EXCEPTION][DECISION][ACTION][CLOSED] with business before go-live; train story owners, not Free-text unstructured comments.
  • Track mastery with the KPI: Comment taxonomy adoption rate (target: 100 % of comments use defined tags; red flag: < 60% tagged = training needed, taxonomy rejected).

Full module available to members. The full module adds: the decision framework · the end-to-end scenario walkthrough · the KPI scorecard · the anti-patterns · the code blocks · the knowledge check · the diagrams.

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