MTConnect Backs 400+ Vendors, Shifts Smart Manufacturing Away from Proprietary Stacks
The machine-data standard now covers 400+ companies, cutting integration costs and raising lifecycle risk for closed systems as AI spending hits $65 billion.


Technology Decisions. Clearly Explained.
The machine-data standard now covers 400+ companies, cutting integration costs and raising lifecycle risk for closed systems as AI spending hits $65 billion.
New CMS rule requires payers to support electronic prior authorization for medical-benefit drugs via FHIR APIs by October 2027, with mandatory usage reporting.
Broadcom positions platform engineering as AI infrastructure layer while new survey data shows 73% of teams have integrated AI assistants into workflows, forcing budget and compliance recalculations.
Microsoft and Frost & Sullivan put CSPM market at $2.82B in 2025, growing to $6.96B by 2030. The shift: posture tools must now feed identity, workload, and SOC workflows inside CNAPP platforms.
Anthropic's new model compressed a 50-million-line code migration from 60 days to one day before regulators forced its withdrawal. The recall creates new procurement risk for frontier API deployments.
An institutional investor data firm is ditching its high-margin analytics business to build GPU clusters and data centers. It says a lot about how distorted the AI market has become.
TXOne Networks' Virtual Portable Inspector scans industrial IoT assets without reboots or agents, halving inspection cycles. Buyers can now run continuous OT security without downtime penalties.
Three funded platforms raised $146M in two weeks, backed by health system venture arms. For buyers, this changes the risk calculation on chronic care and oncology AI.
New data shows usage-based pricing has become the majority model in SaaS, driven by agentic AI that performs multi-step workflows without human seats. Only 16% of private SaaS companies meet profitability benchmarks.
Uplane raised $4.5M to build AI-first full-funnel ad automation, expanding enterprise options for paid media optimization outside traditional MAPs. Series A rounds for niche AI platforms suggest marketing automation budgets are fracturing into specialist tools.
Meta's Hyperion expansion and TSMC's $60–64 billion capex hike signal sustained GPU capacity growth, lowering scarcity premiums and improving availability for enterprise AI workloads through 2028.
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