Applied Materials vs Invisible Technologies

Applied Materials — Hardware · Public · $380.7B mkt cap · 4 of 4 figures sourced  |  Invisible Technologies — Application · Private · $144M raised · 2 of 2 figures sourced

Relationship

Assembled from the recorded fields for this pair, not hand-checked. The comparison below is read from each company’s own profile.

Aligned comparison

FieldApplied MaterialsInvisible Technologies
Size$380.7B mkt cap$144M raised different basis
Employees36,500—
Founded19672015 48 yrs later
StatusPublicPrivate
CategoryHardwareApplication
Stack layerApplication, Hardware, PlatformAgent platform, Data service, Platform
HeadquartersSanta Clara, USASan Francisco, USA

Capability overlap

Shared · 3

Data analysisEvaluation and observabilityWorkflow automation

Not verified for Invisible Technologies · 3

Industrial automationModel trainingSemiconductor manufacturing equipment

Recorded for Applied Materials. Invisible Technologies’s product records say nothing either way — a missing record is not a missing capability.

Not verified for Applied Materials · 3

Agent orchestrationData labellingGuardrails and safety

Recorded for Invisible Technologies. Applied Materials’s product records say nothing either way — a missing record is not a missing capability.

Products, side by side

Algorithmic pairing — assembled from recorded fields, not hand-checked

Applied Materials

Platform

AIxPlatform

Applied's Actionable Insight Accelerator platform, which combines chamber sensors, inline metrology, digital twins and machine learning algorithms to optimise semiconductor process recipes from millions of wafer and chip measurements.

SmartFactory AI IQworksPlatform

Data and model management platform that covers the full AI/ML lifecycle for fabs, from data preparation and model building through deployment and drift monitoring, without requiring coding expertise.

Invisible Technologies

Platform

SynapsePlatform

Evaluates AI systems for quality, safety and accuracy against criteria a customer defines.

No counterpart

Applied Materials sells these in a stack layer with no product recorded for Invisible Technologies yet — nothing on the other side to compare them against.

Application

SmartFactory AI Predictive MetrologyApplication

Fab software that uses machine learning to predict metrology measurement values in real time with confidence scores, reducing reliance on physical measurement and auto-retraining models when drift is detected.

SmartFactory AI Run-to-Run Advanced Recipe TuningApplication

Software that augments existing run-to-run process control with machine learning models that recommend recipe parameter adjustments for high-mix, low-volume and nonlinear processes.

SmartFactory Defect ClassificationApplication

AI-based fab software that automatically detects and classifies wafer inspection images into more than 100 defect categories, replacing manual and rule-based defect review.

Hardware

Enlight 3 Optical InspectionHardware

Brightfield optical wafer inspection system whose third-generation ExtractAI technology pairs its scan data with SEMVision eBeam review to separate yield-killing defects from millions of nuisance signals.

KinexHardware

Integrated die-to-wafer hybrid bonding system for HBM, AI accelerators and co-packaged optics, with an AIx-powered software suite providing predictive maintenance, die-level traceability and multi-binning.

SEMVision H20Hardware

Cold field emission eBeam defect review system that integrates deep learning AI to automatically extract and classify yield-killing defects from wafer inspection data.

VistaraHardware

Modular wafer-processing platform holding four to twelve mixed ALD, CVD, epitaxy and etch chambers, instrumented with thousands of sensors that feed Applied's AIx software for machine-learning recipe acceleration.

Invisible Technologies sells these in a stack layer with no product recorded for Applied Materials yet — nothing on the other side to compare them against.

Agent platform

AtomicAgent platform

Documents and automates manual business workflows: maps how work actually gets done, then runs every step automatically, routing to the right AI system or person and enforcing quality checks.

AxonAgent platform

Deploys agents that carry out multi-step work with tool use and an audit trail.

Data service

Invisible AI TrainingData service

Recruits and manages experts who produce training data, evaluations and reinforcement-learning environments for AI labs.

MeridialData service

Network of 24,000+ vetted domain experts, continuously screened and organized by skill, language and domain expertise, for AI data labeling, testing and edge-case handling.

NeuronData service

Data platform that pulls messy, scattered data from across a company's systems into one governed place, automatically cleaning and organizing it into an AI-ready foundation.