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Data Maturity in Vertically Integrated U.S. Cannabis Businesses

Vertically integrated cannabis operators capture oceans of seed-to-sale data—but only those who mature beyond basic reporting can turn that data into profit and compliance resilience. In this in-depth guide, Cannahub breaks down the data maturity curve (descriptive → diagnostic → predictive → prescriptive) with cannabis-specific examples and a practical roadmap to advance your analytics stack—fast.

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How VMR Analysis Transforms Cannabis Supply Chains

If you work in cannabis finance, you know the story all too well: razor-thin margins, constant regulatory shifts, discounting wars, and endless spreadsheets that never quite add up. But hidden within the chaos is a signal—a way to make sense of revenue changes and margin leaks. That’s where VMR analysis (Volume, Mix, Rate) comes in. By breaking down your revenue into its core drivers, VMR reveals why performance is shifting, not just what’s happening. And in the cannabis industry, that clarity can be the difference between survival and growth.

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