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Commercial Manufacturing & Fabrication

Manufacturing Process Automation & ERP Integration

Quote-to-cash, ERP and API connections, and on-prem LLMs for shop data. Custom AI for Front Range manufacturers — not robots, not a chatbot.

Fabrication shop floor with work orders and a quoting terminal

The Challenge

Disconnected quoting, ERP, and the floor

Legacy systems, disconnected shop-floor data, and manual quoting slow production and cost margin on every job. Mid-market fabricators get squeezed between enterprise platforms that do not fit and generic software that does not speak their process.

Solution 01

ERP and API Integration

Connect quoting, inventory, and production to the ERP you already run. We integrate through APIs and existing interfaces — including Infor SyteLine-class and other mid-market manufacturing ERPs — so orders, jobs, and inventory stay in one system. That is a class of system we work with, not a client list.

Solution 02

Quote-to-Cash Automation

Manual quoting that gets retyped into the ERP, then again onto the floor, leaks margin on every job. We connect estimate to work order to invoice so quote-to-cash is one pipeline, not three spreadsheets.

Solution 03

On-Prem LLM for Shop Data

Private, on-premise language models that stay on your servers. Shop-floor data, pricing, and customer files do not have to leave the building. Hybrid is available when a process does not need to stay local.

Solution 04

Digital-to-Physical Workflow Automation

Orders flow from web form to work instructions without manual re-entry. Localized servers and containerized applications keep production responsive even when the internet is not.

On-site across the Front Range

Based in Denver, CO. Discovery at your facility in Denver, Longmont, Boulder, Adams County, and Jefferson County — and along the rest of the I-25 corridor.

  • Process and workflow automation for commercial fabrication — not CNC cells or factory robots
  • On-premise and hybrid deployments, including private LLMs for shop data
  • ERP and API integration with legacy and modern stacks
  • On-site discovery across the Front Range: Denver, Longmont, Boulder, Adams County, and Jefferson County
  • Ongoing support as product mix and volumes change

Private LLM deployment and custom integration →

Ready to modernize quote-to-cash?

Book a strategy briefing. We will map one process bottleneck — not a generic copilot demo.

Schedule a Strategy Briefing