QIF

Quality Information Framework by DMSC

OT/IT Convergence

The MES Is the Pivot Point of Your MBE Sale — Are You Treating It That Way?

The Manufacturing Execution System sits at Level 2 in the ISA-95 hierarchy — between the shop floor control systems below and the enterprise ERP and PLM systems above. In an MBE implementation, the MES is not just a production scheduling and tracking tool. It is the data hub that connects real-time operational data from the shop floor with the quality and design data from the enterprise systems.

The MES Is the Pivot Point of Your MBE Sale — Are You Treating It That Way? Read Post »

MBE & Digital Thread

First-Article Inspection Under AS9102 Is a Recurring Revenue Opportunity Most Solution Providers Undervalue

First-Article Inspection — FAI — is the structured process by which a manufacturer demonstrates that a production process is capable of consistently producing a part that meets design requirements. Under AS9102 (the ANSI/SAE standard governing FAI in aerospace), the documentation requirements are extensive, the data must be traceable to the specific design revision, and the records must be maintained for the life of the production program.

First-Article Inspection Under AS9102 Is a Recurring Revenue Opportunity Most Solution Providers Undervalue Read Post »

Channel & Partner Strategy

The Partner Ecosystem Play That Most MBE Solution Providers Are Missing

The MBE market is not a single-vendor market. No one company provides the CAD system, the PLM platform, the CMM software, the QIF data management layer, the MES integration, and the digital thread infrastructure. Every MBE implementation involves multiple products from multiple vendors — and the solution providers who assemble, integrate, and manage that ecosystem are the ones who capture the most recurring revenue.

The Partner Ecosystem Play That Most MBE Solution Providers Are Missing Read Post »

AI/ML in Manufacturing

Generative AI in Product Design Is Creating a New QIF Requirement You Have Not Seen Yet

Generative design — the use of AI algorithms to explore thousands of design alternatives based on engineering constraints — is moving from niche aerospace applications into mainstream discrete manufacturing. Autodesk, PTC, Siemens, and Dassault have all embedded generative design capabilities into their major CAD and PLM platforms.

Generative AI in Product Design Is Creating a New QIF Requirement You Have Not Seen Yet Read Post »

MBE & Digital Thread

The MBE Market in 2026: What Solution Providers Need to Know About Where the Opportunity Is Going

The MBE market is not a single market. It is a collection of adjacent markets — aerospace and defense, medical devices, automotive, industrial machinery, energy — at very different stages of MBE adoption, with different regulatory drivers, different prime contractor dynamics, and different budget cycles.

The MBE Market in 2026: What Solution Providers Need to Know About Where the Opportunity Is Going Read Post »

OT/IT Convergence

OPC UA and QIF Together: The Integration Story Most Solution Providers Are Not Telling

OPC UA and QIF address different layers of the industrial data stack. OPC UA handles real-time operational data from shop floor equipment — machine states, cycle times, process parameters, alarm conditions. QIF handles quality measurement data — dimensional results, inspection plans, nonconformance records, statistical summaries.

OPC UA and QIF Together: The Integration Story Most Solution Providers Are Not Telling Read Post »

Scroll to Top