Manufacturing Enterprise Operating System

The client builds large custom industrial systems that move through a long, multi-department lifecycle after a sale is made. Their existing process depended on disconnected tools, manual handoffs, spreadsheets, email, and generic CRM workflows that were never designed for the way the business actually operated.

A single job could touch sales, estimating, engineering, purchasing, manufacturing, shipping, installation, finance, service, and warranty. Each department had its own information and priorities, but there was no single operational system connecting the full chain. Employees had to search for the latest information, remember who owned the next step, manually notify the next department when work was ready, and piece together a customer’s history across separate systems. A delay in one area, such as an engineering approval, missing material, production blocker, shipping issue, deposit, or invoice, could affect the entire job without being visible to everyone who needed to know.

The challenge was therefore much larger than replacing a CRM. We had to model the company itself in software: the people, customers, projects, handoffs, financial states, operational exceptions, and physical equipment produced by the business. The platform needed to follow a job from the first inquiry through discovery, quoting, engineering, purchasing, production, shipping, installation, billing, installed assets, warranty, and service. It also had to support very different roles without creating separate systems for every department, while preserving one source of truth for the full customer and project lifecycle.

The repository confirms this is built around a canonical nine-stage lifecycle spanning inquiry through service and warranty, with defined departmental ownership throughout.

We built a custom industrial operations platform around the company’s actual workflow instead of forcing the business into a standard CRM. The system uses one connected lifecycle that moves work through Inquiry, Discovery, Quote & Scope, Won/Job Created, Engineering & CAD, Purchasing, Production, Ship & Install, and finally Service & Warranty.

Each stage has a defined owner, next action, and structured handoff. A dedicated handoff engine records when responsibility moves between people or departments, whether the handoff was accepted or rejected, what task was created, and what should happen next. Employees receive personal work queues for handoffs, due and overdue tasks, blocked work, and items waiting on other departments.

The platform includes sales pipeline management, Account 360 customer records, a full quote and proposal studio, project management, engineering workflows, BOM and drawing review, purchasing and vendor management, inventory and reorder logic, manufacturing work orders, production blockers, shipping and installation scheduling, job packets, billing and accounts receivable, commissions, installed assets, warranty, and service tickets.

We also built a role-aware AI Copilot connected to live business data. It can search permitted CRM records, understand the current account or project context, summarize pipeline information, answer operational questions, and draft customer communication without inventing data. Leadership receives a company-level exception and decision workspace focused on blockers, risks, overdue work, financial issues, and the next actions that require attention.

The handoff engine, personal work queues, role model, operational modules, and live-data Copilot are all represented in the codebase.

The result is a single operating platform that connects the commercial and physical sides of the business. Instead of a sale ending at “Closed Won,” the same job can continue into engineering, purchasing, manufacturing, shipping, installation, finance, and long-term service without losing its customer, ownership, or history.

Departments work from the same underlying customer and project records while seeing role-specific tools for their responsibilities. Handoffs become structured, trackable events instead of informal messages. Blocked work, overdue tasks, low inventory, purchasing delays, upcoming ship dates, financial issues, and service problems can surface as actionable exceptions rather than waiting for someone to discover them manually. Each employee can use a personal work queue to see what requires attention, while leadership can review company-wide risks, decisions, financial status, and operational bottlenecks.

The system also creates a continuous digital history for each customer. An inquiry can become an opportunity, quote, project, work order, installed asset, warranty record, and future service ticket inside the same platform. That means the business can preserve context from the first sales conversation through years of post-installation support.

The biggest outcome is not one feature; it is the connection between them. Sales, engineering, purchasing, manufacturing, logistics, finance, and service operate as parts of one coordinated system, with AI layered over the same live business data rather than a separate knowledge base.

This is supported by the shared Account 360 model, project lifecycle, service/assets/warranty system, and company exception workspace.