Episode 180 follows an unusual route into Acumatica. Aleks started without a conventional technical background, became a superuser, and went on to become a two-time Acumatica MVP while building the practical automation work discussed here.
The conversation covers n8n, invoice processing, meeting intelligence, constrained Acumatica assistants, model selection, testing and self-hosting. The common thread is simple: use AI where interpretation helps, and ordinary software where the rule is already known.
For a closer look at the invoice-processing design, read The accounting memory is already in Acumatica.