Tools

Instrumental

Instrumental is an AI-powered quality platform for electronics manufacturing. Differentiator: uses computer vision to detect defects on production lines, specifically […]

Sight Machine

Sight Machine is a manufacturing analytics platform that uses AI to optimize production. Differentiator: purpose-built for manufacturing, real-time production analytics,

SparkCognition

SparkCognition is an AI platform focused on industrial predictive maintenance. Differentiator: AI-driven predictive maintenance (uses existing SCADA data), natural language

Precoro

Precoro is a cloud procurement platform for small-to-mid businesses. Differentiator: very easy to set up, affordable, good purchase order and

Manhattan Associates

Manhattan Associates is a supply chain and warehouse management platform. Differentiator: best-in-class WMS (warehouse management), strong omnichannel fulfillment.

Blue Yonder

Blue Yonder (formerly JDA) is a supply chain management platform. Differentiator: AI-driven demand forecasting, strong warehouse management (WMS), transportation management.

Kinaxis RapidResponse

Kinaxis is a supply chain planning platform. Differentiator: concurrent planning (demand, supply, and capacity planning in one model), strong in

Coupa

Coupa is a cloud procurement and spend management platform. Differentiator: strong in procurement automation, supplier management, and spend analytics. Not

OpenPLC

OpenPLC is an open-source programmable logic controller software. Differentiator: completely free, open-source, runs on standard hardware. Good for education and

AVEVA System Platform

AVEVA System Platform (formerly Wonderware) is a SCADA/HMI platform for industrial automation. Differentiator: industry-leading SCADA for process industries (oil &

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