The AI landscape is noisy. Here’s how to choose smart, not just shiny.

Are You Even Ready?

If your data is messy, your workflows manual, and your team overwhelmed, start with foundational automation before AI.

Tool Categories That Matter

  • CX Tools: chatbots, recommendation engines
  • Ops Tools: demand planning, smart warehousing
  • Marketing Tools: email AI, predictive analytics

Key Questions to Ask Vendors

  • What data do you need?
  • How fast does the system learn?
  • Can it integrate with Shopify, Magento, etc.?

Open-Source vs. SaaS

Open-source offers control; SaaS offers speed. Choose based on in-house tech skill.

Roadmap to Integration

Prioritize tools with low-friction onboarding, clear dashboards, and modular expansion. Don’t buy for hype, buy for gaps.