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Swarnadeep Mondol

4 posts
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  • 3 min

Your PMS & RMS Are Lying to You: A Guide to Ending Data Gaslighting

  • Swarnadeep Mondol
  • 4 February 2026
📈 Hotels face data issues due to inconsistent systems; PMS, RMS, and Finance often report different figures for the same data. This leads to trust issues, especially in Revenue Management and MICE operations. AI can't function effectively without clean, aligned data. Clean data isn't a one-time project but a continual discipline. In 2026, ROI focuses on trusting existing systems, emphasizing clean PMS data, structured MICE data, and consistent revenue data for better forecasting and decision-making.
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  • 3 min

Your PMS & RMS Are Lying to You: A Guide to Ending Data Gaslighting

  • Swarnadeep Mondol
  • 4 February 2026
📈 In 2026, hotel operations face data cohesion challenges. PMS, RMS, and finance departments often provide inconsistent overnight room sales data. Issues stem from user errors, such as renaming room types and reusing rate codes, leading to data mistrust and inefficiencies, especially in MICE and revenue management. Without clean data, AI applications may fail. Successful hotels focus on data discipline, yielding faster forecasts and better AI deployment, prioritizing consistent PMS, MICE, and revenue data.
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  • 7 min

Why Hotel Analytics Still Falls Short & How AI Can Change That

  • Swarnadeep Mondol
  • 8 January 2026
📈 In 2025, over 21,000 hotel properties in 310 cities reported spending two full workdays weekly on reports. A benchmark study found 49% of hoteliers struggle with data access, while 40% cite disconnected systems as primary obstacles. AI can streamline operations, with hotels losing 286 hours annually due to system switching. Despite AI's potential, consolidation is prioritized over AI spending. AI offers proactive decision-making, moving beyond dashboards, enhancing revenue and operations with actionable insights.
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  • 7 min

Breaking Hotel Data Silos (2025): The Case for Interoperability & Clean Data

  • Swarnadeep Mondol
  • 16 November 2025
📈 The hospitality industry's data integration challenges are significant, with 93% of hotel leaders identifying system integration as a top priority in 2025 (Skift Research). MuleSoft reports 95% face data integration hurdles, impacting AI implementation. IBM's data breach report cites a $4.44 million average cost, highlighting the industry's vulnerability. Fragmentation causes revenue erosion and operational inefficiencies, increasing costs. Hotels with unified data see 5–15% revenue and 10–30% marketing ROI increases, emphasizing the need for interoperability.
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