A low friction pilot for distributors.
Stop wrong orders before they ship. Catch issues early, suggest fixes, and complete builds. We start hidden in audit mode with a weekly report. If it works, we turn on what you choose.
Five small experiences that add up to a full solution.
After the pilot is approved, we turn on the experiences you choose using the same checks.
Prevent incompatible orders
Catch issues before checkout and show the fix.


Increase order value with compatible suggestions
Suggest only add ons that fit the build.


Reduce returns and support tickets
Ship complete orders so fewer come back.


Fast accurate answers for customers and reps
Answer will this work using the same checks every time.

Agent guided discovery that stays accurate
Build a valid bundle from a short request and keep it consistent.




What you get during the pilot
The pilot stays hidden in audit mode. Each week, you receive the report below.
The report that makes the decision easy.
Counts, reasons, and the fix. Clear enough to approve or stop.





How the pilot works
Low friction inputs, clear decision gates, and a tight scope on one product category.
Send a product category export plus carts, quotes, or orders.
We flag issues and propose Add or Swap fixes in audit mode.
Clear gates end the pilot with a yes or no.
Request a pilot for one product category.
Low friction inputs, a weekly report, and clear decision gates.
Stop Margin Bleed from Wrong Orders
Returns, tickets, and quote rework often start with builds that are close but not complete. This episode shows how to catch issues earlier and make fixes obvious.
Tip: If you're evaluating a pilot, watch this after the journey section to map the problems to your categories.
Start small. Prove it. Turn on what you want.