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Technology index

AI Use Cases by Technology

Explore AI technologies with supporting deployment evidence, ranked by recent adoption momentum.

Data as of Nov 10, 2026
Dataset details
Revision
dsr-fc53bf0883afdfe4
Canonical records
3,963

69 technologies · Momentum over the last 6 months · Verified analytical evidence. Why counts differ

1

AI Agents

AI agents are the next evolution beyond chatbots. Unlike simple Q&A systems, agents can take actions, use tools, and complete multi-step tasks autonomously. They're being deployed across industries to handle everything from customer support to complex business processes.

Momentum
Avg. Innovativeness3.5
Total1,186(+253)
2

BigQuery

BigQuery is a GCP technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.4
Total303(+109)
3

Amazon Bedrock

Amazon Bedrock is an AWS technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.4
Total482(+190)
4

Gemini Enterprise Agent Platform

Gemini Enterprise Agent Platform is a GCP technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.8
Total80(+55)
5

Google Kubernetes Engine

Google Kubernetes Engine is a GCP technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.4
Total193(+75)
6

Gemini

Gemini is a GCP technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.6
Total201(+74)
7

Vertex AI

Vertex AI is a GCP technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.5
Total297(+84)
8

Amazon S3

Amazon S3 is an AWS technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.4
Total260(+87)
9

AWS Lambda

AWS Lambda is an AWS technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.4
Total186(+68)
10

Cloud Storage

Cloud Storage is a GCP technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.5
Total93(+44)
11

Cloud Run

Cloud Run is a GCP technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.7
Total95(+42)
12

Elastic Compute Service

Elastic Compute Service is a Alibaba technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness2.8
Total47(+32)
13

RAG Systems

RAG (Retrieval-Augmented Generation) has become the go-to architecture for enterprise AI. Instead of relying solely on an LLM's training data, RAG systems retrieve relevant documents from your own data and use them to generate accurate, grounded responses.

Momentum
Avg. Innovativeness3.6
Total355(+74)
14

Looker

Looker is a GCP technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.3
Total71(+36)
15

Multi-Agent Systems

Multi-agent systems are the cutting edge of enterprise AI. Instead of one AI handling everything, multiple specialized agents collaborate—a researcher agent gathers information, an analyst processes it, and a writer creates the output.

Momentum
Avg. Innovativeness3.8
Total448(+75)
16

Voice & Speech AI

Voice AI is making technology more accessible and natural to use. From call center automation that handles millions of calls, to voice assistants embedded in products, to transcription services that convert speech to text, voice AI is everywhere.

Momentum
Avg. Innovativeness3.3
Total246(+39)
17

Amazon EC2

Amazon EC2 is an AWS technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.4
Total62(+32)
18

Cloud SQL

Cloud SQL is a GCP technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.5
Total64(+29)
19

Object Storage Service (OSS)

Object Storage Service (OSS) is a Alibaba technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness2.9
Total28(+22)
20

Pub/Sub

Pub/Sub is a GCP technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.5
Total37(+23)
21

Copilot Studio

Copilot Studio is a Microsoft technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.3
Total170(+33)
22

Alibaba Cloud Elastic Compute Service

Alibaba Cloud Elastic Compute Service is a Alibaba technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness2.8
Total28(+20)
23

Object Storage Service

Object Storage Service is a Alibaba technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness2.8
Total27(+20)
24

ApsaraDB RDS for MySQL

ApsaraDB RDS for MySQL is a Alibaba technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness2.8
Total24(+19)
25

Azure OpenAI

Azure OpenAI is a Microsoft technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.3
Total509(+32)
26

Computer Vision

Computer vision is one of the most mature and impactful AI technologies. From quality inspection on manufacturing lines, to medical imaging that spots tumors, to security systems that detect threats, vision AI is seeing adoption across every industry.

Momentum
Avg. Innovativeness3.5
Total384(+42)
27

Compute Engine

Compute Engine is a GCP technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.3
Total64(+24)
28

Amazon CloudWatch

Amazon CloudWatch is an AWS technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.3
Total38(+21)
29

Anthropic Claude 3

Anthropic Claude 3 is an AWS technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.3
Total42(+22)
30

Gemini Enterprise

Gemini Enterprise is a GCP technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.5
Total28(+18)
31

Copilot & AI Assistants

AI Copilots are transforming how people work. From Microsoft 365 Copilot helping with documents and meetings, to GitHub Copilot accelerating development, to custom copilots built for specific processes—these AI assistants are becoming essential workplace tools.

Momentum
Avg. Innovativeness3.1
Total619(+35)
32

Microsoft Foundry

Microsoft Foundry is a Microsoft technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.6
Total89(+26)
33

Qwen

Qwen is a Alibaba technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.3
Total28(+17)
34

Alibaba Cloud Container Service for Kubernetes (ACK)

Alibaba Cloud Container Service for Kubernetes (ACK) is a Alibaba technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness2.8
Total23(+16)
35

Elastic Compute Service (ECS)

Elastic Compute Service (ECS) is a Alibaba technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness2.7
Total19(+15)
36

Microsoft 365 Copilot

Microsoft 365 Copilot is a Microsoft technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.0
Total202(+29)
37

Google Workspace

Google Workspace is a GCP technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.0
Total47(+19)
38

Amazon Elastic Kubernetes Service

Amazon Elastic Kubernetes Service is an AWS technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.4
Total28(+17)
39

Amazon Bedrock AgentCore

Amazon Bedrock AgentCore is an AWS technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.8
Total54(+24)
40

Amazon EKS

Amazon EKS is an AWS technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.4
Total51(+22)
41

Server Load Balancer

Server Load Balancer is a Alibaba technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness2.6
Total22(+14)
42

Amazon SageMaker

Amazon SageMaker is an AWS technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.3
Total139(+30)
43

Amazon DynamoDB

Amazon DynamoDB is an AWS technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.5
Total61(+19)
44

Amazon RDS

Amazon RDS is an AWS technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.2
Total32(+15)
45

Amazon API Gateway

Amazon API Gateway is an AWS technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.5
Total68(+18)
46

Amazon Bedrock Guardrails

Amazon Bedrock Guardrails is an AWS technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.4
Total45(+17)
47

Cloud Run functions

Cloud Run functions is a GCP technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.5
Total14(+11)
48

Amazon SageMaker AI

Amazon SageMaker AI is an AWS technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.6
Total39(+16)
49

Azure AI Search

Azure AI Search is a Microsoft technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.5
Total62(+14)
50

AWS Glue

AWS Glue is an AWS technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.6
Total27(+13)
51

Container Service for Kubernetes

Container Service for Kubernetes is a Alibaba technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness2.9
Total14(+10)
52

Amazon Nova Foundation Models

Amazon Nova Foundation Models is an AWS technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.3
Total10(+9)
53

Microsoft Teams

Microsoft Teams is a Microsoft technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.0
Total101(+14)
54

Google Maps Platform

Google Maps Platform is a GCP technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.1
Total20(+11)
55

Alibaba Cloud Model Studio

Alibaba Cloud Model Studio is a Alibaba technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.5
Total19(+11)
56

Alibaba Cloud CDN

Alibaba Cloud CDN is a Alibaba technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness2.8
Total15(+10)
57

Cloud GPUs

Cloud GPUs is a GCP technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.6
Total11(+9)
58

Amazon OpenSearch Service

Amazon OpenSearch Service is an AWS technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.5
Total56(+15)
59

SharePoint

SharePoint is a Microsoft technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness2.7
Total74(+13)
60

Dataflow

Dataflow is a GCP technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.4
Total24(+11)
61

Strands Agents SDK

Strands Agents SDK is an AWS technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness4.0
Total16(+10)
62

Amazon Textract

Amazon Textract is an AWS technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.2
Total86(+16)
63

Microsoft Copilot Studio

Microsoft Copilot Studio is a Microsoft technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.3
Total64(+13)
64

Amazon ECS

Amazon ECS is an AWS technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.4
Total38(+13)
65

Amazon Elastic Container Service

Amazon Elastic Container Service is an AWS technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness3.1
Total16(+9)
66

Alibaba Cloud Object Storage Service (OSS)

Alibaba Cloud Object Storage Service (OSS) is a Alibaba technology referenced in recorded AI deployments; review the sample cases to see how it is applied.

Momentum
Avg. Innovativeness2.8
Total12(+8)
67

Fine-Tuned Models

Fine-tuning allows companies to adapt general-purpose AI models to their specific domain, terminology, and use cases. Whether it's training on proprietary data, improving accuracy for niche tasks, or reducing hallucinations, fine-tuning delivers models that work better for your business.

Momentum
Avg. Innovativeness3.6
Total185(+16)
68

Microsoft Fabric

Microsoft Fabric brings together data engineering, data science, and business intelligence in a unified platform. Companies are using it to build end-to-end analytics solutions that combine the power of AI with enterprise data governance.

Momentum
Avg. Innovativeness3.4
Total118(+8)
69

AI Avatars

AI Avatars and digital humans are creating more engaging, personalized interactions. From virtual customer service agents with human-like presence, to training avatars that teach employees, to marketing personas that represent brands, avatar AI is humanizing digital experiences.

Momentum
Avg. Innovativeness3.3
Total21(+3)
Explore technologies by provider

Use case catalog

Hot technologies by provider

Full hot ranking

Documented cases by provider - each technology ranked independently

AWS leads with 1,622 cases across its top technologies - 38% of the 4,322 tracked across 6 providers.

Each technology has its own bar. Counts uses one shared scale across providers; Share shows its portion of that provider's displayed total.

Each technology is ranked independently by its documented case count. Counts mode uses one shared scale across every provider, while Share mode shows each technology as a percentage of that provider's displayed top-technology total. Counts reflect source-linked cases to date.