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Automating Financial Oversight with GenAI: A Proof-of-Concept in Hospitality

Product Design & Development
Automating Financial Oversight with GenAI: A Proof-of-Concept in Hospitality

Artisan Studios helped a hospitality portfolio manager streamline monthly financial reviews with a GenAI-powered analyzer that surfaced key variances, reduced reporting time, and improved financial visibility across properties.

The Problem

A major hospitality portfolio manager, overseeing dozens of branded hotels across the U.S., faced a manual, error-prone monthly financial review process. Leaders spent hours reviewing each property's P&L, anomalies often went unnoticed, and inconsistent data across systems made it difficult to gain a clear view of financial performance. These inefficiencies slowed reporting, limited insight, and consumed valuable leadership time.

The Solution

Artisan Studios developed a GenAI-powered proof-of-concept tool, the Automated Financial Report Analyzer, to streamline financial oversight.

The platform:

  • Normalized Data: Standardized disorganized inputs from the client's financial system (ProfitSword).
  • Automated Anomaly Detection: GenAI flagged significant positive and negative variances, prioritizing what mattered most.
  • Dashboard Visualization: Amazon QuickSight dashboards delivered actionable insights with clear variance explanations powered by Amazon Bedrock.
  • Real-Time Insight: Leaders could review trends instantly without manual sifting of reports.

The Results

The proof-of-concept dramatically improved efficiency and focus for finance teams:

  • Sharper Financial Oversight: Teams could skip irrelevant noise and focus on meaningful variances.
  • Time Savings: Month-end reporting time was significantly reduced.
  • Validated Proof of Value: The client confirmed interest in scaling the solution to a fully operationalized platform.

By automating financial review and providing clear, AI-driven insights, the hospitality group gained greater confidence in its reporting, freed leadership to focus on strategic decisions, and laid the groundwork for expanded adoption across its portfolio, supporting future growth and smarter financial management.

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