July 27, 2026
Mission Control Data
The Modern Data Stack for Private Equity Firms
The reference architecture we use to make PE portfolios reportable: automated ingestion, one canonical model, and every tool reading from the same layer.
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Blog
Insights on data, AI, and the fundamentals that drive real results.
July 27, 2026
Mission Control Data
The Portfolio Reporting Bottleneck: Why PE Firms Outgrow Excel
Excel got your firm to its first fund. Somewhere between ten portfolio companies and two closes, it becomes the bottleneck. How to tell, and what comes next.
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July 27, 2026
Mission Control Data
Data Warehouse vs. Lakehouse: A Practical Guide for Private Equity
Warehouse or lakehouse is not a religious debate. For most PE firms it comes down to three questions about your data, your team, and your deadlines.
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July 27, 2026
Mission Control Data
Building a Single Source of Truth Across Your Portfolio Companies
Every portco reports differently. A single source of truth is less about tech and more about contracts: definitions, cadence, one pipeline enforcing both.
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July 27, 2026
Mission Control Data
From Quarterly Scramble to Continuous Insight: Automating LP Reporting
If quarter close means three weeks of copy-paste, the problem is not effort. It is architecture. Making LP reporting a byproduct instead of a project.
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October 20, 2025
Mission Control Data
The Myth of "AI Exceptions": Why Fundamentals Still Matter in the Age of Agents
Every few months, a new wave of AI frameworks floods the market. Yet the same pattern keeps repeating: POC demos that never graduate to production systems. Here's why fundamentals still matter.
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