Accelerated Lease Accounting and Close for Property Portfolios

A real estate finance team manages hundreds to thousands of leases across legal entities and formats (PDFs, scanned documents, spreadsheets). Manual abstraction, rent schedule reconstruction, and frequent amendments create a slow month-end close, inconsistent accounting treatment, and audit friction.

Implement a document-to-ledger workflow that combines document AI, rules-based accounting logic, and human-in-the-loop validation to produce auditable lease accounting outputs.

• Ingest lease documents, rent rolls, and amendments using OCR and a pretrained document-NLP model to extract key fields (start/term, options, escalation clauses, variable rent).
• Apply an accounting rules engine to classify leases, compute right-of-use assets and lease liabilities (ASC 842 / IFRS 16), and produce amortization schedules and disclosure data.
• Integrate with ERP/GL using connector or RPA to post draft journal entries; flag exceptions and high-risk items to a workflow for F&A review and sign-off.
• Maintain an immutable audit trail, versioned source documents, model metadata, and role-based approvals to satisfy internal control and external audit requirements.

Teams typically see a 30-60% reduction in time spent on lease abstraction and a 20-50% faster month-end close for lease-related entries. Error rates and post-close audit adjustments decline, often reducing external audit effort on lease testing by 20-40%, while freeing finance staff for higher-value analysis.