
Workflow Automation & Production Visibility
Your shop floor already generates the data. Most shops just cannot see it.
What we do

We help US manufacturers turn quote, order, and production data into something they can act on. The clearest example is the top-level dashboard we built into ModuSys, covering quotes, orders, and conversion rates, tied to a live production workflow.
We have also built AI that reads engineering drawings and specifications to estimate complexity, hours, and cost drivers, the kind of automation that takes the guesswork out of estimating. These are our own platforms, not a portfolio of client rollouts, and they are the same approaches we build for clients on demand: custom dashboards and integrations through your existing systems and APIs.
- 01Manufacturing software built around how the shop actually works
- 02Workflow automation for repetitive engineering and admin steps
- 03Production visibility: quotes, orders, jobs and conversion in one view
- 04Quoting automation and estimating support tools
- 05Engineering automation, including drawing and specification review
- 06System integration through your existing ERP, MES and APIs
Reviewed by Mark Hyde CEng, Founder & Principal Manufacturing Engineer
Automation and visibility questions.
Do I need to buy an AI platform to work with you?
No. We build on the data and systems you already have. The work is custom dashboards and integrations through your existing ERP, MES, and APIs, not a product you have to adopt.
What can the AI actually do today?
We have built AI that reads engineering drawings and specs to estimate complexity, hours, and cost drivers, and dashboards that surface quote, order, and production data. It supports the people making the decisions; it does not make the decisions for you.
Have you done this for other manufacturers already?
The clearest examples are our own platforms, including the top-level dashboard in ModuSys tied to a live workflow. We are honest that these are our builds, not a portfolio of client rollouts, and we build the same approaches for clients on demand.
Where does the data come from?
The data your shop already generates: quotes, orders, production, and the systems you run. We connect to it and make it visible rather than asking you to re-enter anything.
Got shop-floor data you can't see yet?
A short conversation, not a funnel. We reply within 1 business day.

