Celeste isn’t just a chatbot. She is an AI integration architect trained to protect your time, scope, and budget. Her current mission: validating your Acumatica & Shopify integration strategy.

Most assessments operate on optimism; Celeste operates on evidence. We taught her the strict standards of the native Acumatica connector to separate a profitable project from a runaway failure. She acts as your first line of defense against scope creep, combining your answers with live web research of your active storefront to stress-test your business rules against reality.

In under 5 minutes, she benchmarks your operational complexity — like B2B gating, freight logic, or matrix inventory — to determine if you are sales and delivery-ready.

Challenge her with your deal-breakers:

• "We run flash sales with 500+ orders a minute. Will the connector crash?"
• "Can I rely on the native sync for my complex matrix inventory?"
• "Will my headless frontend break the flow of data?"

The outcome: You get a decisive, unbiased assessment of your technical risk before you commit to a project.