Manufacturing is entering a new software deployment cycle. Paid AI adoption among U.S. manufacturers now ranks third across major industries, behind only technology and finance and ahead of retail, healthcare, construction, and hospitality. At the same time, manufacturers are operating against a structurally more demanding backdrop: input and labor costs remain elevated, manufacturing employment has retreated from its post-pandemic peak, and continued trade and supply-chain uncertainty has increased the cost of inflexible operations. Together, these pressures are making incremental gains in productivity, quality, uptime, and operating visibility increasingly valuable.
AGC Partners’ Q2 2026 Manufacturing Tech Sector Overview examines how these forces are reshaping the manufacturing software landscape. Rather than undertaking wholesale replacement of the systems already embedded across their plants, manufacturers are increasingly layering AI onto existing platforms and operational data. MES, QMS, EAM/CMMS, connected-worker, industrial data, engineering, and other core systems are evolving from traditional systems of record into more intelligent operating platforms that can help users interpret plant data, anticipate problems, optimize production, and increasingly automate workflows.
This evolution is also influencing strategic activity. Acquirers are increasingly looking beyond standalone applications toward platforms that control critical workflows, own differentiated operational data, or extend their reach across the manufacturing lifecycle. Recent activity from companies including Siemens, Hexagon, Autodesk, PTC, and other industrial and software strategics reflects continued investment across areas such as simulation, predictive maintenance, quality analytics, digital twins, manufacturing execution, and connected-worker software. PE-backed software platforms are also actively consolidating fragmented manufacturing workflows, particularly across ERP, planning, asset management, and vertical operational software.
Capital formation remains active alongside M&A. Venture and growth investors continue to fund companies building AI-native factory software, frontline intelligence, industrial data infrastructure, predictive maintenance, engineering analytics, and next-generation workflow platforms. Several recent financings have exceeded $100 million, underscoring investor interest in businesses positioned at the intersection of proprietary industrial data, mission-critical workflows, and AI-driven automation.
The central question is no longer whether AI will reach the factory floor, but where it can achieve durable, scaled adoption and which software platforms are best positioned to capture the resulting value. Our Q2 2026 report examines the market structure, key AI use cases, recent M&A and financing activity, and the strategic buyers shaping the next phase of manufacturing software.
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