Scaling Manufacturing Automation with FlowFuse

FlowFuse’s enterprise features complement our broader platform strategy, helping us scale automation and streamline deployments across complex manufacturing environments. The ability to edit once and deploy everywhere has added real efficiency to how we manage integrations.

Arch Systems transforms factory intelligence with AI-driven solutions that help manufacturers optimize operations, reduce downtime, and maximize efficiency. Purpose-built for factories by manufacturing and data experts, Arch AI acts as an expert copilot– reading dashboards, synthesizing data, and delivering real-time, prescriptive guidance to operators, engineers, and executives without costly infrastructure overhauls. By leveraging AI to unlock insights from existing factory systems, Arch enables manufacturers to scale expertise, improve critical KPIs, and drive measurable impact on the shop floor.

The Challenge

Arch Systems delivers a manufacturing data and analytics platform that connects complex factory systems, transforms raw production data into actionable insights, and drives measurable performance improvements for manufacturers worldwide. To power this platform, Arch required a reliable and scalable way to integrate with Manufacturing Execution Systems, connect to diverse APIs and databases, and manage the flow of live production data to selected third-party and partner solutions. The scope was significant—spanning 100+ databases and multiple production environments—demanding automation that was both efficient and consistently deployed at scale.

Integrating diverse manufacturing systems while ensuring reliable, real-time data processing is inherently complex. Without the right approach, solutions can become fragmented, difficult to maintain, and challenging to scale across a growing customer base. Arch addresses these challenges by combining its own advanced platform capabilities with trusted partner technologies to deliver unified, high-performance solutions for global manufacturers.

The FlowFuse Solution

Arch Systems incorporates FlowFuse as part of its broader technology stack to enhance automation capabilities, supporting customers’ manufacturing connectivity needs in three key areas:

Real-Time Data Processing Pipeline

Arch Systems implemented MQTT brokers to connect directly to MES systems, creating a reliable pathway for live production data. They configured Node-RED flows to receive and filter this data, then created automated task generation using the processed manufacturing information. This architecture enables immediate response to production events and real-time insights.

Scalable Architecture

The team developed reusable subflows for consistent data processing across multiple databases, eliminating the need to rebuild solutions from scratch for each customer. Through these standardized Node-RED implementations, they successfully automated over 100 databases. The modular components they built can be easily replicated and customized for new customer deployments, dramatically reducing implementation time.

DevOps Integration

FlowFuse enabled Arch Systems to establish streamlined deployment pipelines with single-point editing and automatic propagation to all production instances. This centralized approach reduced deployment complexity and potential configuration errors while enabling them to make improvements once and deploy them everywhere.

Key Results

• 100+ Database Automations: Successfully automated data processing across more than 100 customer databases
• Streamlined Deployments: Reduced deployment time and errors through centralized DevOps pipelines
• Real-Time Processing: Achieved reliable, real-time manufacturing data processing and task automation
• Scalable Platform: Created a repeatable automation framework that can be quickly deployed for new customers

Technical Architecture

The solution architecture includes MQTT integration for direct connection to manufacturing execution systems, Node-RED processing for advanced data filtering and transformation capabilities, and automated task creation that dynamically generates tasks based on real-time production data. Multi-environment deployment ensures consistent behavior across development and production environments.

Looking Forward

Arch Systems continues to expand its automation platform capabilities, incorporating FlowFuse’s enterprise features alongside other partner technologies to serve more manufacturing customers and integrate a wider range of data sources and third-party platforms.