AI-Powered Financial Close

Trial Balance Agent

Automatically review trial balances, surface anomalies, and highlight issues before they impact your close. Gain real-time visibility into ledger integrity so your team can act faster and close with greater confidence.

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Features and Capabilities

What Can the Trial Balance Agent Do?

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The Trial Balance Agent continuously evaluates your trial balance by analyzing account activity, comparing balances across periods, and detecting unusual patterns. It brings attention to what matters most—flagging anomalies, validating completeness, and guiding accounting teams toward faster resolution.

Use during month-end close, financial reviews, or any time you need early visibility into abnormal balances, missing activity, or potential integrity issues within the ledger.

Trial Balance Monitoring

Automatically pulls and reviews trial balance data to provide a current view of financial position and account status.

Anomaly Detection

Identifies unusual balance movements, outliers, and unexpected fluctuations based on historical patterns and thresholds.

Close Readiness Checks

Evaluates whether the trial balance is ready for close using automated validation criteria and highlights gaps requiring attention.

Issue Classification & Prioritization

Surfaces problems such as unposted batches, inactive accounts with activity gaps, or abnormal balances, organized for easy review.

Guided Resolution & Corrective Actions

Provides recommended actions to resolve identified issues, including next steps, potential corrections, and alternative approaches. Over time, the agent can evolve from assisting users to executing corrective actions autonomously, with human oversight.

Agent Interaction & Investigation

Engage directly with the agent to explore findings, understand contributing factors, and walk through resolution options in real time.

Reporting & Visibility

Provides clear summaries of flagged accounts, validation results, and supporting details, while maintaining a complete audit trail of agent activity.

Watch the agent in action

Trial Balance Agent Demo

See how the Trial Balance Agent provides a real-time view of your financial close, bringing together trial balance status, validation checks, and issue detection in one place.

Instant analysis with no wait time—results populate immediately after running
At-a-glance close readiness status based on automated validation checks
Trial balance summary highlighting errors such as unposted batches, abnormal balances, and missing activity
Identification of accounts requiring review and validation issues impacting close
Interactive agent chat for deeper investigation, including causes, impact, and next steps

From Data to Close Readiness

Trial Balance Agent Process Flow

The Trial Balance Agent brings structure to what is often a manual, time-intensive process. By validating balances, surfacing anomalies, and guiding resolution steps, it gives accounting teams a clear path from issue identification to close readiness, while maintaining full visibility into every action taken and evolving toward autonomous issue resolution.

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Understand the Trial Balance Agent

How it Works

The Trial Balance Agent operates directly within JD Edwards, analyzing ledger data, validating balances, and identifying anomalies across accounts, while keeping your team in control of review and resolution.

Connects to General Ledger Data

The agent integrates with JD Edwards financial tables to pull trial balance and supporting data across periods.

Reads account balances from Account Balances (F0902)
Accesses detailed transactions from General Ledger (F0911)
References account structure and metadata from Chart of Accounts (F0901)
Incorporates subledger data where applicable (F0411, F03B11, F4111)

All data is aligned and structured to support cross-period analysis and validation.

Performs Validation & Balance Checks

The agent applies accounting logic and configurable rules to ensure trial balance integrity.

Validates that debits and credits are balanced
Checks for unposted batches and incomplete processing
Identifies inactive accounts with unexpected activity gaps
Applies configurable thresholds for materiality and variance tolerance
Evaluates close readiness based on defined validation criteria

Each check contributes to an overall readiness assessment.

Detects Anomalies & Classifies Issues

The agent analyzes patterns across periods to surface unusual activity and prioritize review.

Compares current balances to historical trends and prior periods
Flags abnormal balance fluctuations and outliers
Identifies patterns such as missing entries or inconsistent account behavior
Categorizes findings by type, severity, and impact
Generates summaries of accounts requiring attention

All findings are logged and traceable for audit purposes.

Recommends & Executes Resolution

The agent supports and evolves resolution workflows within JD Edwards.

Provides recommended actions, root causes, and next steps
Enables user review, approval, or adjustment of suggested corrections
Logs all actions and decisions for full audit traceability
Learns from user feedback to refine future recommendations
Progresses toward automated execution of corrective actions within defined controls

Accounting teams remain in control while the agent accelerates issue resolution.

Transform Trial Balance Review

The Business Benefits

The Trial Balance Agent helps accounting teams move through close with greater speed, accuracy, and control by surfacing issues earlier and simplifying how they are resolved.

Speeds up detection of unusual balance movements

Reduces manual review effort during close

Helps teams address issues earlier before reporting

Improves accuracy with consistent anomaly analysis

Supports smoother close with clearer issue prioritization