Industrial & manufacturing

Accenture's Artificial Intelligence and Data practice helps enterprises across 21 industries adopt AI under a human-in-the-lead approach, with major hyperscaler and model-lab alliances.

Altair RapidMiner enables manufacturers to build predictive analytics and machine-learning applications from operational data.

Augury Process Health analyzes process data to reveal production constraints and improve yield, throughput, and efficiency.

AWS IoT SiteWise collects, models, and analyzes industrial equipment data for operational applications and AI workflows.

AWS Lookout for Equipment detects abnormal equipment behavior from sensor data to support predictive maintenance.

Azure IoT Operations provides edge-to-cloud industrial data services for connected manufacturing and AI applications.

C3 AI Production Schedule Optimization applies AI and mathematical optimization to improve manufacturing scheduling decisions.

C3 AI Reliability predicts asset failures and recommends maintenance actions from industrial sensor and work-order data.

VisionPro Deep Learning applies industrial-grade deep learning to visual inspection, classification, and defect detection.

Earth AI combines machine learning, mineral targeting, and drilling technology for efficient critical-minerals exploration.

KoBold Metals applies AI and geoscience data to identify mineral deposits and guide exploration decisions.

LandingLens is a visual-AI platform for training, deploying, and operating manufacturing inspection models.

Chennai-headquartered analytics firm offering data engineering, data science, domain analytics and GenAI advisory, with branded tools such as BeagleGPT and Aura.

Monolith AI helps engineering teams use machine learning to understand complex product and test data.

NVIDIA Metropolis provides vision AI tools for industrial inspection, safety, automation, and operational video analytics.

OVX is a deep-learning visual-inspection platform for detecting manufacturing defects on production lines.

PhysicsX develops AI systems for engineering and manufacturing that accelerate simulation, design, and physical-system optimization.

Plex Connected Worker uses digital work instructions and AI authoring support to guide frontline manufacturing tasks.

Plex QMS manages manufacturing quality workflows and connects inspection, traceability, and corrective-action data.

PTC Kepware connects industrial automation data to enterprise applications, analytics, and AI systems.

PTC ThingWorx is an industrial IoT platform for connecting assets, building applications, and applying analytics to operations.

FactoryTalk Analytics VisionAI applies AI vision to detect manufacturing defects and improve quality inspection.

Siemens Industrial Copilot uses generative AI to assist industrial engineers with automation, engineering, and operations tasks.

Siemens Insights Hub connects industrial IoT data to analytics, AI, and digital-twin applications.

Senseye Predictive Maintenance uses machine learning to identify industrial asset deterioration and prioritize maintenance work.

Visual AI Advisor uses computer vision to inspect industrial assets, identify defects, and support quality and safety workflows.

SymphonyAI Industrial applies predictive and generative AI to asset reliability, process optimization, and manufacturing performance.

Data and AI services firm spanning agentic and generative AI, data engineering, MLOps/LLMOps, supply chain and customer analytics, and global capability centres.

Tulip’s frontline platform connects people, machines, and apps to build AI-assisted manufacturing workflows.

Tulip Vision incorporates cameras and vision logic into frontline apps for quality, traceability, and guided manufacturing work.

Uptake Fusion applies industrial AI to asset data for predictive maintenance, reliability, and operational insights.