The map, segregation of duties, and the reviewer who isn't the preparer.
In this lesson:
What's restricted, what's aggregated, approved tools only, and the retention question.
In this lesson:
Every AI-touched number recomputed, the two figures you always redo, and tie-outs.
In this lesson:
The analysis record — source snapshot, prompts, decisions, sign-off — and what an auditor will ask.
In this lesson:
Optimism, invented precision, the wrong period — the failure patterns in financial prompts.
In this lesson:
Matching logic described, exceptions listed not resolved, and the control total.
In this lesson:
From the numbers to the commentary draft — computed vs. interpreted, and the label rule.
In this lesson:
The recommendation-first narrative, the accuracy pass, and the second reader.
In this lesson:
Outliers, duplicates, and unusual entries surfaced early — triage before adjustment.
In this lesson:
The same figure in every document, the cross-check, and versioned sources.
In this lesson:
The assistant builds scenarios from stated assumptions — the assumptions are yours; ranges, not points.
In this lesson:
Asking the ledger the right questions, trends with caveats, and segments defined once.
In this lesson:
Extraction with 'not found' fallbacks, three-way checks, and approvals that stay human.
In this lesson:
What the assistant may draft and what needs a qualified reviewer — and the escalation block.
In this lesson:
Control, verify, draft, trail, decide — the checklist and your next close; the finale.
In this lesson:
Study the materials at your convenience, you can always return to them to repeat
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Answers to the most common questions about this course.