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AI SKILLS · Finance, accounting & investment

Review AI-assisted close & reconciliations

Check AI-matched transactions, suggested journal entries and variance explanations before they reach the ledger.

Applied

Why this skill matters

Close automation can reduce manual work, but an unreviewed match or accrual flows straight into reported numbers.

What to learn

  • Trace every AI-suggested match or entry to its source document
  • Set review thresholds by amount, account and risk
  • Keep an audit trail of who approved what and why

Before you begin

Double-entry bookkeeping and spreadsheet basics

PUT IT INTO PRACTICE

Build a work sample

Reconcile a synthetic bank statement against a sample ledger with an AI tool, then review every suggested match and record which you rejected and why.

Evidence of progress

A reviewed reconciliation with exceptions, rejected matches and an approval log.

This exercise is an original ToolGrail suggestion. Use public, synthetic, or approved data.

LEARNING RESOURCE

ICAEW artificial intelligence resources for accountants (background hub, not a step-by-step lesson)

ICAEW · Resource checked 2026-11-13

Open learning resource ↗

This may be documentation, a framework, or a training path. Product access, accounts, or paid licenses may be needed for hands-on exercises.

Tools you could practice with

Chosen by an editor because they support this exercise. They are examples, not requirements or endorsements: use a tool you already have access to, with synthetic or approved data, and check its evidence level.

ToolPricing not verified
FloQastFinancial close automation

AI agents that automate reconciliations, close workflows and journal entries with human approval and an audit trail.

Accounting teams that want an auditable, human-approved close.
Details ↗
ToolPricing not verified
BlackLineFinancial close automation

Agentic AI platform that automates record-to-report and invoice-to-cash work for finance and accounting teams.

Enterprise controllers and close teams standardising reconciliations.
Details ↗
Tool + MCPPricing not verified
NumericFinancial close

AI-assisted close management and flux analysis for accounting teams.

Controllers and accounting managers.
Details ↗
ToolPricing not verified
TrintechFinancial close automation

Cloud financial close and account reconciliation software for finance and accounting professionals.

Mid-size and large finance teams reconciling high transaction volumes.
Details ↗

Skill descriptions, exercises, and priorities are editorial. They are not professional qualifications or guarantees of employment. Read our skills methodology →