Start with a defined trigger
An inside-sales representative receives a request containing a part number, description or image.
Wholesale & distribution
Industrial Distribution:
Industrial Distribution:
the workflow in practice.
Technical inquiry-to-quote brief
FROM INPUT TO HANDOFFA clear job
Explore the architecture behind the pattern ↗
A clear job
for every step.
This is a proposed workflow pattern. We confirm data access, permissions, integration options and review ownership with your team before implementation.
Confirm catalog version, unit of measure and availability source. Similar descriptions do not establish interchangeability.
Assemble the right context
Gather approved catalog data, manufacturer references, permitted customer history and the team's substitution rules.
Perform the bounded task
Suggest candidate matches with supporting evidence and list the dimensions or compatibility details that remain uncertain.
Review before taking action
A product specialist validates identity and suitability. Substitution, price and availability commitments require normal approval.
Deliver and record the result
Save the reviewed match and clarification history with the quote request before preparing the commercial response.
Build an improvement loop
around real work.
Track incorrect matches, clarification cycles, returns attributable to specification errors and preparation time.
Keep the input, relevant context, review decision and final result connected. When a reviewer corrects something, use that evidence to improve the instructions or integration, then validate the change against representative cases.
CHOOSE THE RIGHT SUPPORTBuild it. Build with us.
Build it. Build with us.
Or have us manage it.
The workflow stays centered on your business. The engagement determines who learns, implements and operates it.
Your team owns the build.
Start with AI workflow training and the Factory Line source package. Workshop support is available when you need feedback.
Explore the $2,500 package ↗Work through it together.
Get everything in DIY, three months of workshops, weekly team sessions and direct implementation coaching.
Explore guided implementation ↗We manage the foundation.
Include all the learning and guidance, with ownership of agreed operations and major implementation decisions.
Explore managed delivery ↗CONNECTED OPPORTUNITIES
Food Wholesalers
Prepare customer-order exceptions with product, lot and delivery context for operations review.
Explore this solution ↗START WITH YOUR WORKWhere is your team
Where is your team
doing too much by hand?
Bring a process, a bottleneck, or an idea. We'll help you decide what to automate, what to keep under human review, and where to begin.