🟦 Distribution · guide

AI-readiness checklist for distributors

·Before you automate

Eight things to know first

A two-week audit will measure all of this for you — but if you can answer most of these, you're ready to get a real number. The more "yes," the faster the wedge pays back.

  • You can state your inbound order channel mix (phone / email / fax / EDI %).
  • You know roughly how many minutes it takes to enter and review one order.
  • You can name your ERP and version (P21, Eclipse, SX.e, NetSuite…).
  • You have a sense of your item- and customer-master data quality (duplicates, nulls, stale prices).
  • Someone owns order accuracy and could define a baseline error rate.
  • An owner or CFO can decide on a paid audit without a committee.
  • You can pull a 30-day sample of real inbound orders.
  • You're framing this as capacity, not headcount cuts.
See your number in two minutes.

Free, no email to start. Then we verify it and tie our fee to hitting it — no fit, no fee.

MarginArc builds AI back-office systems only for wholesale distributors — and underwrites the result. Benchmarks attributed; client results [PLACEHOLDER] until engagement #1.