The UnNoticed Entrepreneur The Automation Revolution
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Oct 29, 2024 
Brandon White, a San Francisco serial entrepreneur and automation specialist who co-founded ThirdBrain and worked in venture capital since the 1990s, breaks down a five-level framework for business automation. He covers APIs and cloud integrations. He explains unified data layers and AI with human-in-the-loop. He highlights documentation-before-automation and low-cost starter tools to save time.
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Early Internet Roots Shaped Automation Focus
- Brandon recounts building an early internet social e-commerce site in 1996 and selling it to a media company.
- Early web work forced hand-built automations and flat files, which shaped his automation focus today.
Five Level Framework For Automation
- Brandon White presents a five-level automation framework from analog (0) to fully AI-driven (5).
- Level progression emphasizes cloud tools, integrations, a unified data layer, humans-in-the-loop then edge-case-free AI automation.
Keep Humans In The Loop Until AI Is Extremely Reliable
- Most companies can reach high automation value by keeping humans in the loop at level four to handle edge cases before full AI takeover.
- Brandon cautions LLMs aren't yet reliable enough for 99.9% accuracy required for totally hands-off automation.