The Ledger Settlements Agent is an AI-powered automation layer for Microsoft Dynamics 365 Finance & Operations that intelligently handles the full lifecycle of ledger transaction settlement. It retrieves open transactions from clearing and suspense accounts, performs deterministic and heuristic matching for complex 1:N and N:1 scenarios, and classifies each match by confidence score, automatically settling high-confidence transactions and surfacing lower-confidence ones for user review.

Designed for GL accountants, finance analysts, and accounting operations leads who spend hours manually matching and settling transactions at month-end. Finance controllers and managers benefit from real-time visibility into settlement status and audit trails, while IT and finance automation teams appreciate its seamless integration within the D365 F&O ecosystem with configurable GL parameters.

Challenges

Manual and complex 1:N and N:1 transaction matching
High transaction volumes in clearing and suspense accounts
No intelligent settlement recommendations
No confidence-based classification of matches
Inconsistent settlement logic across users
Time-consuming month-end settlement process
Risk of incorrect or premature settlements

Key capabilities

Main account selection restricted to GL parameters configuration
Fiscal-year–validated date range selection
Automated retrieval of open ledger transactions
Intelligent matching for 1:N and N:1 scenarios
Confidence-based classification (high /low/no recommendation)
Auto-settlement for high-confidence matches

How it works

User selects main accounts from GL parameters and a valid date range within the same fiscal year.
Agent retrieves open ledger transactions and related journal entries.
It performs deterministic and heuristic matching.
Transactions are classified into high, low, or no recommendation.
User executes auto-settlement for high-confidence matches and reviews others.
Generates settlement logs, exception reports, and confidence tracking.

Business Impact

Reduced manual effort
Faster month-end close
Improved accuracy
Enhanced audit readiness
Consistent settlement process
Lower financial risk
Better visibility
Scalable operations
Supports compliance
Actionable insights
Knowledge retention
Continuous improvement
Cost savings

Who benefits

GL Accountants/Finance analysts
Finance managers/controllers
Treasury/cash
Management team
Internal audit team
Accounting operations leads
System administrators
D365 F&O security team
IT/finance automation team
Property/project accounting teams

Ledger Settlements Agent

par Sonata Software Ltd.