The Reasoning Show

Running a Large-Scale SaaS Platform

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May 18, 2022
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INSIGHT

Tax Complexity Drives Automation Demand

  • Tax compliance is massively fragmented: thousands of tax jurisdictions and hundreds of product-specific tax rules complicate automation.
  • Danny notes over 13,000 U.S. sales/use tax jurisdictions and 300+ ways to tax a simple product like orange juice, driving Avalara's automation focus.
ANECDOTE

From Server Under A Bed To Cloud Migration

  • Avalara began as a service run on a server under a founder's daughter's bed and later moved to a garage rack before co-location and public cloud migration.
  • Danny Fields used this story to illustrate Avalara's growth from bedroom servers in 2004 to a lift-and-shift into AWS in 2018, highlighting early reliability risks.
INSIGHT

Cloud Migration Requires App Redesign For Resilience

  • Moving to public cloud hands over physical infrastructure but does not automatically provide scale, reliability, or security without application changes.
  • Avalara had to refactor apps to run across multiple servers, regions, and load balancers and adopt cloud services to get true resilience and performance.
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