Modeling a digital twin using BigQuery Graph

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The example of a growing restaurant

Imagine you are running a restaurant chain. You just can't physically feel and touch things to know how your business operates. You need tools and a digital replica of your business to sense the health of the business for you.

The friction of growth

Growth creates a unique kind of friction that spreadsheets simply weren't built to solve:

  • The bullwhip effect: Small downstream demand shifts swell into upstream inventory tidal waves.
  • SOP drift: Tiny departures from standard prep work eventually erode the entire brand vibe.
  • The food safety blast radius: One contaminated ingredient creates a messy, complex map of risk across the network.
  • Maverick spend: The "million-dollar leak" caused by local managers purchasing ingredients off-contract.

The digital twin

Digital models empower us to ask more insightful questions about the world, but they also force a critical choice in how we structure data. While traditional...

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