Night Audit Intelligence
Turn raw PMS night audit data from any hotel brand into clean, structured financial records - automatically, every single morning. No manual uploads. No formatting headaches. Just ready-to-use numbers.
From Raw Reports to Clean Financial Data
A 3-stage AI pipeline that transforms chaotic night audit exports into portfolio-ready financial records - no human intervention required.
Raw PMS Reports
- Reads PDF, Excel, and CSV night audit reports automatically
- Handles brand-specific formats & property-level inconsistencies
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Normalization Engine
- Identifies key financial data points regardless of layout
- Standardizes messy data into a unified schema across all properties
Clean Financial Data
- Delivers clean, structured data daily with zero manual effort
- Enables instant portfolio-wide visibility and benchmarking
See the Difference
Messy PMS exports go in. Clean, standardized financial data comes out. Every morning, automatically.
Night Audits Were Never Designed for Scale
Every hotel brand exports data differently. Your team wastes hours reformatting, re-entering, and reconciling - every single day.
Inconsistent Report Formats
Opera, Fosse, Mews, Lightspeed - every PMS generates reports in a completely different structure, layout, and naming convention.
Hours of Manual Re-Entry
Night auditors and accountants spend 2–4 hours per property each morning copying data from PDFs into spreadsheets or accounting tools.
Human Errors Compound
Transposed numbers, missed line items, and copy-paste mistakes create discrepancies that take days to track down at month-end.
No Cross-Property Visibility
Without standardized data, comparing performance across properties is impossible until weeks after the fact.
Built Different From Day One
Every component of Night Audit Intelligence was purpose-built for the unique chaos of hotel financial data.
Universal Ingestion
Connects directly to your PMS or reads uploaded exports. Supports PDF, Excel, CSV, and even scanned documents via OCR - regardless of brand or version.
Contextual Parsing
Our AI doesn't just read cells - it understands the semantic structure of hotel reports. Room revenue, F&B, tax breakdowns, and adjustments are identified by meaning, not position.
Schema Normalization
Converts every property's data into your unified chart of accounts. Whether you have 3 hotels or 300, every report maps to the same standardized structure.
Anomaly Detection
Flags unusual variances, missing line items, and out-of-range values before they reach your books. Catches what humans miss at 3 AM.
Auto-Posting
Clean data flows directly into your GL with the right account codes, department tags, and entity mappings - ready for review, not rework.
Continuous Learning
The model improves accuracy with every report processed. New properties, format changes, and edge cases get smarter handling over time.
The Normalization Engine auto-maps raw PMS fields to your standardized chart of accounts with 90%+ confidence.
Works With Every Major PMS
No matter what system your properties run, Night Audit Intelligence reads, parses, and normalizes the output.
Stop Re-Typing Night Audits.
Start Every Morning With Clean Data.
See how Night Audit Intelligence can eliminate hours of daily manual work across your entire portfolio.