Applied Materials vs ServiceNow

Applied Materials — Hardware · Public · $380.7B mkt cap · 4 of 4 figures sourced  |  ServiceNow — Application · Public · $130.1B mkt cap · 4 of 4 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 MaterialsServiceNow
Market cap$380.7B$130.1B ServiceNow has 2.9× smaller
Employees36,50029,187 ServiceNow has 20% fewer
Founded19672003 36 yrs later
StatusPublicPublic match
CategoryHardwareApplication
Stack layerApplication, Hardware, PlatformAI agent, Application, Developer tool, Platform
HeadquartersSanta Clara, USASanta Clara, USA match

Capability overlap

Shared · 3

Data analysisEvaluation and observabilityWorkflow automation

Not verified for ServiceNow · 3

Industrial automationModel trainingSemiconductor manufacturing equipment

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

Not verified for Applied Materials · 11

Agent orchestrationAgentic codingCode generationCustomer supportData securityDocument extractionGuardrails and safetyKnowledge retrievalText generationVoice agentSearch answers

Recorded for ServiceNow. 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

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.

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.

ServiceNow

Application

AI SearchApplication

ServiceNow's generative-AI and semantic search layer, surfacing answers from knowledge articles, FAQs and platform data across portals, mobile apps and Virtual Agent.

ServiceNow Action FabricApplication

Lets any AI agent (Claude, ChatGPT, Gemini or custom) execute governed ServiceNow actions headlessly through MCP and A2A protocols, applying ServiceNow's own workflow guardrails to third-party agent calls.

ServiceNow Document IntelligenceApplication

AI document-processing app that extracts information from PDFs and scanned documents and classifies multi-page documents by user-defined type, with human-in-the-loop feedback for variable documents.

ServiceNow OttoApplication

An AI assistant that unifies Now Assist, Moveworks and AI Experience into one voice, chat and text interface for completing work across ServiceNow-connected systems.

ServiceNow Predictive IntelligenceApplication

Built-in machine-learning layer that classifies and routes incidents/cases, generates smart recommendations, detects major incidents and predicts resolution times across Now Platform workflows.

Platform

AI Control TowerPlatform

Governance layer that inventories every AI agent, model and MCP server in an estate and monitors what they do.

No counterpart

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

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.

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

AI agent

AI AgentsAI agent

Autonomous agents that execute IT, HR and customer service workflows on the Now Platform.

Build AgentAI agent

Creates and updates ServiceNow applications from natural-language prompts (ServiceNow's vibe-coding / app-building agent).

Developer tool

AI Agent StudioDeveloper tool

ServiceNow's tool for building and testing enterprise AI agents on the Now Platform.