Demo workflows
No fake case studies. Watch the workflow instead.
We're new to the US manufacturing market, and we won't pretend otherwise — no borrowed logos, no invented success stories. These demos show the actual mechanics on sample data: what gets pulled, scored, drafted, approved, and handed back to your team.
Real client case studies will be published only after real projects are complete.
Why these demos exist
We are new to the US manufacturing market. So we show the work instead of pretending.
Most AI agencies hide behind big claims. We would rather show the actual mechanics: what data comes in, what gets cleaned, what gets scored, what the board looks like, what your team approves, and what the owner can see. Every demo below uses synthetic sample data. The workflows are realistic. The companies are fictional.
Demo: Quote Recovery for a CNC Machine Shop
A fictional 12-person job shop with 31 open quotes and no follow-up system. Watch the sprint turn a sent folder into a scored, working pipeline.
CNC Machine Shops → Demo scenario — sample dataDemo: Reorder Capture for a Label Converter
A fictional label converter with 270 active accounts and four CSRs. Watch the order-cycle model surface 18 quietly overdue accounts in one pass.
Packaging & Label Converters → Demo scenario — sample dataDemo: Proposal Recovery for a Millwork Shop
A fictional architectural millwork shop with 23 open bids across three reps. Watch pulse scoring separate the live projects from the quietly dead ones.
Furniture & Millwork →Honesty check
What these demos prove — and what they do not prove.
These demos prove
- — what the workflow looks like;
- — how the data is structured;
- — how AI assists without sending anything automatically;
- — how the board helps an owner see the work;
- — how your team approves messages before they go out.
These demos do not prove
- — guaranteed revenue recovery;
- — guaranteed customer response rates;
- — that your data will look exactly like the sample;
- — that every old quote, account, or proposal is worth chasing.
The live demo call exists to answer that question for your business.
Next step
Want to see what this would look like with your real pipeline?
Book a 30-minute live demo. No deck. We look at how your team tracks quotes, RFQs, reorders, or proposals today — and show where a demo workflow could become a real operating system.