Signal Snapshot

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Last updated: Feb 21, 2026

AI Demand Trend

Accelerating

Deal activity up 55% vs prior period

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AI Capital Flow

Concentrating

Top 3 companies received 96% of funding

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AI Adoption Stage

Low Confidence
🔬Experimental

Low execution activity (6% of events)

Limited recent data; signal may be noisy.

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AI Value Concentration

⬆️Upstack

Applications receiving 49% of value

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AI Narrative Risk

!Narrative-heavy

Funding accelerating but execution lagging

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Live AI Stocks Index

Beneficiary alignment based on current AI market signals

CompanyTickerCategorySignal AlignmentDemand PressureNarrative Risk
Autodesk
Design software with generative AI
ADSKData & AnalyticsHighMedium
Akamai Technologies
Edge computing and security analytics
AKAMData & AnalyticsHighMedium
ANSYS
Simulation software with AI
ANSSData & AnalyticsHighMedium
Cadence Design Systems
AI-powered chip design software
CDNSData & AnalyticsHighMedium
Dynatrace
AI-powered observability
DTData & AnalyticsHighMedium
Fair Isaac Corporation
AI-powered credit scoring and analytics
FICOData & AnalyticsHighMedium
Intuit
Financial software with AI
INTUData & AnalyticsHighMedium
Manhattan Associates
Supply chain AI analytics
MANHData & AnalyticsHighMedium
New Relic
Observability and AI ops
NEWRData & AnalyticsHighMedium
NICE Ltd.
AI analytics for customer engagement
NICEData & AnalyticsHighMedium
PTC Inc.
Industrial IoT and analytics
PTCData & AnalyticsHighMedium
Qualys
Cloud security analytics
QLYSData & AnalyticsHighMedium
Rapid7
Security analytics platform
RPDData & AnalyticsHighMedium
Synopsys
EDA and AI chip design tools
SNPSData & AnalyticsHighMedium
Sumo Logic
Cloud-native machine data analytics
SUMOData & AnalyticsHighMedium
Tenable Holdings
Vulnerability management analytics
TENBData & AnalyticsHighMedium
Tyler Technologies
Government software with data analytics
TYLData & AnalyticsHighMedium
Veeva Systems
Life sciences cloud and data
VEEVData & AnalyticsHighMedium
Varonis Systems
Data security analytics
VRNSData & AnalyticsHighMedium
ZoomInfo Technologies
AI-powered B2B data platform
ZIData & AnalyticsHighMedium
Analog Devices
Analog and mixed-signal semiconductors
ADIInfrastructureHighHigh
Applied Materials
Semiconductor manufacturing equipment
AMATInfrastructureHighHigh
Advanced Micro Devices
CPU and GPU chips for AI workloads
AMDInfrastructureHighHigh
AMETEK Inc.
Electronic instruments and electromechanical
AMEInfrastructureHighHigh
Arista Networks
Cloud networking for AI data centers
ANETInfrastructureHighHigh
Arm Holdings
CPU architecture licensing for AI devices
ARMInfrastructureHighHigh
ASML Holding
EUV lithography equipment for advanced chips
ASMLInfrastructureHighHigh
Broadcom Inc.
Networking chips and custom AI accelerators
AVGOInfrastructureHighHigh
Ciena Corporation
Network equipment and software
CIENInfrastructureHighHigh
Cisco Systems
Networking infrastructure
CSCOInfrastructureHighHigh
Dell Technologies
Enterprise AI servers and infrastructure
DELLInfrastructureHighHigh
Digital Realty
Data center infrastructure
DLRInfrastructureHighHigh
Equinix
Data center REIT for AI workloads
EQIXInfrastructureHighHigh
GlobalFoundries
Semiconductor foundry services
GFSInfrastructureHighHigh
Hewlett Packard Enterprise
Enterprise AI infrastructure
HPEInfrastructureHighHigh
Intel Corporation
CPUs and AI accelerator chips
INTCInfrastructureHighHigh
Juniper Networks
AI-driven networking
JNPRInfrastructureHighHigh
KLA Corporation
Semiconductor process control equipment
KLACInfrastructureHighHigh
Lam Research
Wafer fabrication equipment
LRCXInfrastructureHighHigh
Monolithic Power Systems
Power management for AI systems
MPWRInfrastructureHighHigh
Marvell Technology
Data infrastructure semiconductors
MRVLInfrastructureHighHigh
Micron Technology
Memory and storage for AI systems
MUInfrastructureHighHigh
NetApp
Cloud data services
NTAPInfrastructureHighHigh
NVIDIA Corporation
Leading AI GPU and accelerator chip maker
NVDAInfrastructureHighHigh
NXP Semiconductors
Automotive and edge AI chips
NXPIInfrastructureHighHigh
ON Semiconductor
Power management and sensing chips
ONInfrastructureHighHigh
Pure Storage
All-flash storage for AI
PSTGInfrastructureHighHigh
Qualcomm Inc.
Mobile AI chips and edge computing
QCOMInfrastructureHighHigh
Super Micro Computer
AI server and storage systems
SMCIInfrastructureHighHigh
Seagate Technology
Mass storage solutions
STXInfrastructureHighHigh
Skyworks Solutions
Analog semiconductors for connectivity
SWKSInfrastructureHighHigh
Taiwan Semiconductor
Leading chip foundry for AI processors
TSMInfrastructureHighHigh
Texas Instruments
Analog chips and embedded processors
TXNInfrastructureHighHigh
Vertiv Holdings
Data center power and cooling
VRTInfrastructureHighHigh
Western Digital
Data storage for AI systems
WDCInfrastructureHighHigh
Apple Inc.
AI chips and applications
AAPLHybridHighHigh
Accenture
AI consulting and implementation
ACNHybridHighHigh
Adobe Inc.
Creative AI and document cloud
ADBEHybridHighHigh
Amazon.com
Cloud infrastructure and AI services
AMZNHybridHighHigh
Alibaba Group
Cloud and AI platform
BABAHybridHighHigh
Baidu
AI search and autonomous vehicles
BIDUHybridHighHigh
Salesforce
AI-powered CRM platform
CRMHybridHighHigh
Alphabet Inc.
AI models, cloud, and applications
GOOGLHybridHighHigh
IBM Corporation
Enterprise AI and consulting
IBMHybridHighHigh
Infosys
AI services and consulting
INFYHybridHighHigh
JD.com
E-commerce with AI logistics
JDHybridHighHigh
Meta Platforms
AI models and social applications
METAHybridHighHigh
Microsoft Corporation
Cloud, AI platform, and applications
MSFTHybridHighHigh
ServiceNow
AI-powered workflow automation
NOWHybridHighHigh
Oracle Corporation
Cloud infrastructure and AI platform
ORCLHybridHighHigh
SAP SE
Enterprise software with AI
SAPHybridHighHigh
Sony Group
AI in gaming and semiconductors
SONYHybridHighHigh
Samsung Electronics
Memory, chips, and AI devices
SSNLFHybridHighHigh
Tencent Holdings
AI in gaming and social
TCEHYHybridHighHigh
Wipro
IT services with AI focus
WITHybridHighHigh
Affirm Holdings
AI-driven buy now pay later
AFRMApplications & VerticalNeutralMedium
C3.ai
Enterprise AI application platform
AIModels & PlatformsNeutralHigh
Align Technology
AI-powered dental treatment planning
ALGNApplications & VerticalNeutralMedium
AppFolio
AI-powered property management
APPFApplications & VerticalNeutralMedium
Bill Holdings
AI financial operations for SMBs
BILLApplications & VerticalNeutralMedium
Braze
AI customer engagement platform
BRZEApplications & VerticalNeutralMedium
Confluent
Data streaming for AI pipelines
CFLTModels & PlatformsNeutralHigh
Chegg
AI tutoring and education
CHGGApplications & VerticalNeutralMedium
Coursera
AI-enhanced online learning
COURApplications & VerticalNeutralMedium
CrowdStrike
AI-native endpoint security
CRWDModels & PlatformsNeutralHigh
Datadog
Cloud monitoring with AI/ML features
DDOGModels & PlatformsNeutralHigh
Walt Disney
AI in content and streaming
DISApplications & VerticalNeutralMedium
DocuSign
AI-powered agreement cloud
DOCUApplications & VerticalNeutralMedium
Duolingo
AI-powered language learning
DUOLApplications & VerticalNeutralMedium
DexCom
AI-enabled glucose monitoring
DXCMApplications & VerticalNeutralMedium
Elastic N.V.
Search and observability with AI
ESTCModels & PlatformsNeutralHigh
JFrog
DevOps platform with ML
FROGApplications & VerticalNeutralMedium
Fortinet
Network security with AI
FTNTModels & PlatformsNeutralHigh
GitLab
DevSecOps platform with AI coding
GTLBModels & PlatformsNeutralHigh
HubSpot
AI-powered CRM and marketing
HUBSApplications & VerticalNeutralMedium
Illumina
AI in genomics sequencing
ILMNApplications & VerticalNeutralMedium
Intuitive Surgical
AI-powered surgical robotics
ISRGApplications & VerticalNeutralMedium
Lemonade
AI-first insurance
LMNDApplications & VerticalNeutralMedium
MongoDB
Database platform for AI applications
MDBModels & PlatformsNeutralHigh
Cloudflare
Edge computing and AI inference
NETModels & PlatformsNeutralHigh
Netflix
AI content recommendations
NFLXApplications & VerticalNeutralMedium
Okta
Identity management with AI security
OKTAModels & PlatformsNeutralHigh
Palo Alto Networks
AI-driven network security
PANWModels & PlatformsNeutralHigh
UiPath
AI-powered automation platform
PATHModels & PlatformsNeutralHigh
Paycom Software
AI-powered HR and payroll
PAYCApplications & VerticalNeutralMedium
Paylocity
Cloud HCM with AI features
PCTYApplications & VerticalNeutralMedium
Pinterest
AI-powered visual discovery
PINSApplications & VerticalNeutralMedium
Palantir Technologies
AI-powered data analytics platform
PLTRModels & PlatformsNeutralHigh
Roblox
AI-enhanced gaming platform
RBLXApplications & VerticalNeutralMedium
Root Inc.
AI auto insurance
ROOTApplications & VerticalNeutralMedium
SentinelOne
AI-powered cybersecurity platform
SModels & PlatformsNeutralHigh
Semrush Holdings
AI-powered digital marketing
SEMRApplications & VerticalNeutralMedium
Shopify
AI-enhanced e-commerce platform
SHOPApplications & VerticalNeutralMedium
Smartsheet
Work management with AI automation
SMARApplications & VerticalNeutralMedium
Snap Inc.
AR and AI social platform
SNAPApplications & VerticalNeutralMedium
Snowflake
Cloud data platform with AI features
SNOWModels & PlatformsNeutralHigh
SoFi Technologies
AI-powered fintech platform
SOFIApplications & VerticalNeutralMedium
Splunk
Data platform for AI observability
SPLKModels & PlatformsNeutralHigh
Spotify Technology
AI music recommendations
SPOTApplications & VerticalNeutralMedium
Block Inc.
AI-powered payments and fintech
SQApplications & VerticalNeutralMedium
Atlassian
Collaboration tools with AI features
TEAMModels & PlatformsNeutralHigh
Toast
AI restaurant management platform
TOSTApplications & VerticalNeutralMedium
Take-Two Interactive
AI in game development
TTWOApplications & VerticalNeutralMedium
Twilio
Communications platform with AI
TWLOModels & PlatformsNeutralHigh
Unity Software
AI for game development and 3D
UApplications & VerticalNeutralMedium
Udemy
AI-powered skills marketplace
UDMYApplications & VerticalNeutralMedium
Upstart Holdings
AI lending platform
UPSTApplications & VerticalNeutralMedium
Workday
Enterprise cloud with AI features
WDAYModels & PlatformsNeutralHigh
Zoom Video
AI-enhanced video communications
ZMApplications & VerticalNeutralMedium
Zscaler
AI-powered cloud security
ZSModels & PlatformsNeutralHigh

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

What's Gaining AI Momentum

TYL

Tyler Technologies

High AlignmentData & Analytics

Strongly aligned with current AI market environment; benefits from accelerating AI demand.

FICO

Fair Isaac Corporation

High AlignmentData & Analytics

Strongly aligned with current AI market environment; benefits from accelerating AI demand.

CDNS

Cadence Design Systems

High AlignmentData & Analytics

Strongly aligned with current AI market environment; benefits from accelerating AI demand.

ANSS

ANSYS

High AlignmentData & Analytics

Strongly aligned with current AI market environment; benefits from accelerating AI demand.

INTU

Intuit

High AlignmentData & Analytics

Strongly aligned with current AI market environment; benefits from accelerating AI demand.

ADSK

Autodesk

High AlignmentData & Analytics

Strongly aligned with current AI market environment; benefits from accelerating AI demand.

SNPS

Synopsys

High AlignmentData & Analytics

Strongly aligned with current AI market environment; benefits from accelerating AI demand.

MANH

Manhattan Associates

High AlignmentData & Analytics

Strongly aligned with current AI market environment; benefits from accelerating AI demand.

How We Generate Signals

We translate upstream AI activity into downstream beneficiary signals. Our system aggregates data from AI funding rounds, enterprise deals, partnerships, M&A activity, and IPO filings to compute market-level signals.

We do not map startups to stocks. Instead, we score environments and structural exposure. A company benefits from "accelerating AI demand" not because of a specific startup, but because the entire category is experiencing tailwinds.

Signals use rolling windows (30-day momentum vs 90-day structure) with confidence levels based on data density. Low confidence doesn't mean wrong—it means interpret with caution.

Learn more about each signal →

Frequently Asked Questions

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