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Russell Williamson
Business Systems Architect | AI, E-Commerce, Web & Creative
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A roofing company was spending $70,000 a year on a 4-person manual inventory and procurement operation.
I replaced it with a zero-touch pipeline. No human data entry. No spreadsheet handoffs. No "did we order that?" Slack messages at 9pm.
The system runs on Airtable, Python, and...
Your business does not usually break all at once.
It breaks slowly.
One spreadsheet becomes six.
One workaround becomes company policy.
One manual report becomes a weekly fire drill.
One location becomes three, and suddenly the systems that used to “work fine” are holding the...
Building an AI-powered affiliate publishing engine from the ground up.
I am currently working on a full automation system for NodeRidge, designed to turn product and software research into structured, review-ready WordPress content with human approval built into the workflow.
The...
Stop building science experiments and start building scalable, autonomous operational systems.
I just published a detailed look under the hood at my most sophisticated AI integration yet: The Hierarchical Multi-Agent Business System.
Most founders use ChatGPT to write emails. I...
AI Agent DesignerSystems EngineeringAirtableCRMXZapieraiautomationsystemsarchitectureaiagentworkflow
Architecting Scalable, Real-Time Immersive Environments
The Operational Bottleneck
The haunted attraction and immersive entertainment industry is built on a fundamental operational flaw: it relies heavily on human beings. No matter how intricate the set design is, the patron...
