Skip to main content
Back to AI Academy
FREENo

AI-Augmented Month-End Close

A ~35-minute course for controllers, FP&A heads, CFOs — variance narratives, accrual proposals, reconciliation copilots, JE AI, SOX audit trail, quality framework, 2-quarter rollout.

8

Chapters

~35 min

Duration

Intermediate

Level

No

Certification

Who this is for

For controllers, finance ops leaders, FP&A heads, CFOs past basic AI literacy.

How this course works

  • 8 audio-narrated slide chapters · ~35 min of focused content
  • Trust trip-wires on every play — what not to cross
  • Free verifiable certificate on completion

What you'll walk out with

Specific outcomes from this course — no fluff.

  • AI-generated variance narratives — grounded in GL, drafted in seconds, reviewed by humans
  • Accrual proposals from AI — the 3-tier review framework that auditors approve
  • Reconciliation copilots — bank, intercompany, AP/AR — with the audit trail discipline
  • Journal entry AI — auto-draft + human approve + log everything for SOX
  • SOX audit trail design — the format external auditors and PCAOB inspectors want to see
  • The quality framework — accuracy, completeness, timeliness — with the controls that prove it
  • A 2-quarter rollout that compresses close timeline 1-2 days without losing control

Course content

8 chapters · ~35 min

01

The close landscape

Gartner Q4 2025: 67% of CFOs deploy gen AI, 39% in close. KPMG: 1.4-day median reduction at mature deployments. Hackett: $0.85 → $0.55 per $1K revenue. Vic.ai, BlackLine, Trintech, FloQast, MS Copilot for Finance. WSJ Aug 2025 confabulated-clause case (close held 36h).

02

Variance narratives

KPMG GenAI Finance Pulse: 50–70% time savings on MD&A first drafts. WSJ confabulated-clause case (close held 36h). The 3-stage workflow: AI drafts → controller validates every claim → controller adds qualitative. Quote-or-cut rule.

03

Accrual proposals

85–92% accuracy on routine accruals (Vic.ai/Trintech) vs 60–70% junior baseline. AI proposes — controller approves — posting after approval. Materiality threshold filter ($500K–$1M mid-mkt, $5–10M enterprise). Judgement accruals stay manual.

04

Reconciliation copilots

BlackLine + Trintech 35–50% manual rec hours saved. 3 days → 1.5 days. Auto-clear threshold (above 95% confidence + below materiality). 3-bucket exception flow. The bank-feed mismatch failure mode.

05

Journal entry AI

AI proposes JEs from source documents (invoices, contracts, wires). Big-4 acceptance condition (PwC/Deloitte/KPMG/EY 2024-25): traceable source + human approves + audit trail. Drafter/preparer/reviewer/approver quad-eye. SOX 404 angle.

06

SOX-friendly audit trail

COSO ERM 2024 updates + SOX 404. 3 controls: AI input control, AI output review (quad-eye), AI tool documentation (PCAOB QC 1000 + IAASB ISA 220). EY 2025: 78% of CFOs concerned, 41% already changed procedures.

07

Quality framework

Quad-eye principle. Materiality threshold ($100K–$10M depending on size). Quarterly accuracy review (20 entries, senior controller). Audit-committee disclosure (Deloitte ACP Q4 2025: 62% want disclosure, 31% want sample-testing).

08

Making it stick: your close AI roadmap

2 use cases · 2 quarters · 1 quality framework. Q1 = reconciliation + variance narratives. Q2 = routine accruals. 4 trust trip-wires: no AI signs the close, no unreviewed accrual posts, no untraceable source data, no "set and forget". Interactive roadmap builder.

Want this delivered inside your organisation?

The course is the starting point. The same content powers a 4-week pilot, an org-wide rollout, or a continuous build engagement — set up on your data, with your team, by Gennoor Tech.