The spreadsheet trap: Why investor reporting still operates like it’s 2005

HousingWire
Published: January 2, 2026
Hosting Operations

Summary

This article discusses the inefficiency of outdated data management practices, like using spreadsheets, in investor reporting and how AI-driven systems are modernizing the process. Hosts should consider that these outdated practices can also apply to their operations, and consider how automation can streamline processes and improve data integrity.

Key Insights

  • Expert systems enhanced by AI can automatically resolve nearly 80% of exceptions and edits.
  • Outdated workflows persist due to data fragmentation, limited system interoperability, and dispersed systems of record, leading to manual reconciliation.

Action Items

  • Focus on data quality and integrity. Ensure your data is clean and consistent across all platforms and systems. Invest in tools and processes to validate and maintain the accuracy of your data.
    Effort: medium
    Impact: medium
  • Evaluate your current processes and identify areas where manual data entry or reconciliation occurs. Look for opportunities to automate tasks and integrate your systems.
    Effort: medium
    Impact: medium

Tools & Resources

  • Expert systems enhanced by AI: The article mentions using expert systems enhanced by AI. No specific tool is mentioned, but consider looking into these to streamline reporting.

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