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AI Models & Platforms Stocks

Companies building AI models, development platforms, and tools for AI deployment. Benefits when enterprises adopt more AI solutions and deploy more models.

Signal Context for This Category

Models & Platforms stocks benefit from institutional adoption stages and execution-led environments. They may face headwinds when narrative risk is high or value shifts purely to infrastructure.

Current Environment

Demand: stable
Capital: concentrating
Adoption: early production
Value: downstack
Narrative: execution led

Key Value Drivers

Enterprise AI platform adoption

Foundation model deployment growth

Developer tools and MLOps demand

API and inference service usage

Models & Platforms Stocks

20 companies • 20 high alignment • 0 neutral • 0 misaligned

TickerCompanyAlignmentDemandNarrative RiskWhy Included
AI

C3.ai

Enterprise AI application platform

HighLow

Strongly aligned with current AI market environment; AI platforms exposure; low narrative risk.

CFLT

Confluent

Data streaming for AI pipelines

HighLow

Strongly aligned with current AI market environment; AI platforms exposure; low narrative risk.

CRWD

CrowdStrike

AI-native endpoint security

HighLow

Strongly aligned with current AI market environment; AI platforms exposure; low narrative risk.

DDOG

Datadog

Cloud monitoring with AI/ML features

HighLow

Strongly aligned with current AI market environment; AI platforms exposure; low narrative risk.

ESTC

Elastic N.V.

Search and observability with AI

HighLow

Strongly aligned with current AI market environment; AI platforms exposure; low narrative risk.

FTNT

Fortinet

Network security with AI

HighLow

Strongly aligned with current AI market environment; AI platforms exposure; low narrative risk.

GTLB

GitLab

DevSecOps platform with AI coding

HighLow

Strongly aligned with current AI market environment; AI platforms exposure; low narrative risk.

MDB

MongoDB

Database platform for AI applications

HighLow

Strongly aligned with current AI market environment; AI platforms exposure; low narrative risk.

NET

Cloudflare

Edge computing and AI inference

HighLow

Strongly aligned with current AI market environment; AI platforms exposure; low narrative risk.

OKTA

Okta

Identity management with AI security

HighLow

Strongly aligned with current AI market environment; AI platforms exposure; low narrative risk.

PANW

Palo Alto Networks

AI-driven network security

HighLow

Strongly aligned with current AI market environment; AI platforms exposure; low narrative risk.

PATH

UiPath

AI-powered automation platform

HighLow

Strongly aligned with current AI market environment; AI platforms exposure; low narrative risk.

PLTR

Palantir Technologies

AI-powered data analytics platform

HighLow

Strongly aligned with current AI market environment; AI platforms exposure; low narrative risk.

S

SentinelOne

AI-powered cybersecurity platform

HighLow

Strongly aligned with current AI market environment; AI platforms exposure; low narrative risk.

SNOW

Snowflake

Cloud data platform with AI features

HighLow

Strongly aligned with current AI market environment; AI platforms exposure; low narrative risk.

SPLK

Splunk

Data platform for AI observability

HighLow

Strongly aligned with current AI market environment; AI platforms exposure; low narrative risk.

TEAM

Atlassian

Collaboration tools with AI features

HighLow

Strongly aligned with current AI market environment; AI platforms exposure; low narrative risk.

TWLO

Twilio

Communications platform with AI

HighLow

Strongly aligned with current AI market environment; AI platforms exposure; low narrative risk.

WDAY

Workday

Enterprise cloud with AI features

HighLow

Strongly aligned with current AI market environment; AI platforms exposure; low narrative risk.

ZS

Zscaler

AI-powered cloud security

HighLow

Strongly aligned with current AI market environment; AI platforms exposure; low narrative risk.

How We Classify Companies

Companies are classified based on their primary AI value chain position. We consider:

  • Core business model and revenue drivers
  • Product portfolio and AI exposure
  • Position in the AI stack (infrastructure vs application)
  • Correlation with upstream AI market signals

Classification is updated as companies evolve their AI strategy. A company may be reclassified if their primary AI exposure shifts significantly.

For informational purposes only. Not investment advice. Signal Alignment describes market environment fit, not expected performance.