Technology momentum ranking

AI Adoption Momentum by Technology

See which broad AI capabilities and evidence-qualified named technologies are gaining speed across real deployments.

Ranked

69

Top

Amazon Bedrock

Recent cases

3,327

Technologies

Ranked by momentum index (recent acceleration over last 6 months) · higher is better

95Amazon Bedrock90AI Agents74BigQuery70Vertex AI67RAG Systems67Amazon S367Google Kubernetes Engine65Gemini63Multi-Agent Systems61AWS Lambda58Gemini Enterprise Agent Platform57Computer Vision57Cloud Storage56Cloud Run55Amazon SageMaker54Looker52Amazon EC251Voice & Speech AI51Amazon EKS50Amazon Bedrock AgentCore49Copilot & AI Assistants49Microsoft 365 Copilot49Copilot Studio49Cloud SQL49Elastic Compute Service48Amazon Textract47Compute Engine47Amazon Bedrock Guardrails47Anthropic Claude 346Microsoft Foundry45Azure OpenAI45Amazon DynamoDB45Amazon Bedrock Knowledge Bases45Pub/Sub45Amazon Elastic Kubernetes Service44Google Workspace44Amazon SageMaker AI44Amazon CloudWatch43Amazon OpenSearch Service43Object Storage Service (OSS)

Full ranking

Technology ranking

Sorted by momentum

1

Amazon Bedrock

Why this ranks: momentum 95/100; 321 recent cases in the last 6 months; +275 vs previous period; innovativeness 3.4/5 across 455 scored cases; evidence depth 455 cases; top sources Customer Story (210), Blog Post (163), Case Study (47).

Momentum95
Avg. Innovativeness3.4
Total455(+321)
2

AI Agents

Why this ranks: momentum 90/100; 366 recent cases in the last 6 months; +245 vs previous period; innovativeness 3.5/5 across 1,184 scored cases; evidence depth 1,184 cases; top sources Customer Story (371), Blog Post (323), Unknown (235).

Momentum90
Avg. Innovativeness3.5
Total1,184(+366)
3

BigQuery

Why this ranks: momentum 74/100; 151 recent cases in the last 6 months; +149 vs previous period; innovativeness 3.4/5 across 295 scored cases; evidence depth 295 cases; top sources Customer Story (279), Blog Post (11), Unknown (4).

Momentum74
Avg. Innovativeness3.4
Total295(+151)
4

Vertex AI

Why this ranks: momentum 70/100; 135 recent cases in the last 6 months; +127 vs previous period; innovativeness 3.5/5 across 297 scored cases; evidence depth 297 cases; top sources Customer Story (257), Blog Post (23), Unknown (9).

Momentum70
Avg. Innovativeness3.5
Total297(+135)
5

RAG Systems

Why this ranks: momentum 67/100; 132 recent cases in the last 6 months; +97 vs previous period; innovativeness 3.6/5 across 340 scored cases; evidence depth 340 cases; top sources Blog Post (148), Customer Story (116), Unknown (33).

Momentum67
Avg. Innovativeness3.6
Total340(+132)
6

Amazon S3

Why this ranks: momentum 67/100; 121 recent cases in the last 6 months; +98 vs previous period; innovativeness 3.4/5 across 235 scored cases; evidence depth 235 cases; top sources Blog Post (155), Customer Story (62), Case Study (8).

Momentum67
Avg. Innovativeness3.4
Total235(+121)
7

Google Kubernetes Engine

Why this ranks: momentum 67/100; 109 recent cases in the last 6 months; +105 vs previous period; innovativeness 3.3/5 across 191 scored cases; evidence depth 191 cases; top sources Customer Story (181), Blog Post (5), Unknown (5).

Momentum67
Avg. Innovativeness3.3
Total191(+109)
8

Gemini

Why this ranks: momentum 65/100; 102 recent cases in the last 6 months; +96 vs previous period; innovativeness 3.6/5 across 184 scored cases; evidence depth 184 cases; top sources Customer Story (160), Blog Post (17), Unknown (3).

Momentum65
Avg. Innovativeness3.6
Total184(+102)
9

Multi-Agent Systems

Why this ranks: momentum 63/100; 129 recent cases in the last 6 months; +71 vs previous period; innovativeness 3.8/5 across 445 scored cases; evidence depth 445 cases; top sources Blog Post (157), Customer Story (111), Unknown (83).

Momentum63
Avg. Innovativeness3.8
Total445(+129)
10

AWS Lambda

Why this ranks: momentum 61/100; 87 recent cases in the last 6 months; +70 vs previous period; innovativeness 3.4/5 across 167 scored cases; evidence depth 167 cases; top sources Blog Post (92), Customer Story (49), Case Study (15).

Momentum61
Avg. Innovativeness3.4
Total167(+87)
11

Gemini Enterprise Agent Platform

Why this ranks: momentum 58/100; 56 recent cases in the last 6 months; +56 vs previous period; innovativeness 3.7/5 across 65 scored cases; evidence depth 65 cases; top sources Customer Story (61), Blog Post (4).

Momentum58
Avg. Innovativeness3.7
Total65(+56)
12

Computer Vision

Why this ranks: momentum 57/100; 82 recent cases in the last 6 months; +64 vs previous period; innovativeness 3.5/5 across 412 scored cases; evidence depth 412 cases; top sources Customer Story (131), Blog Post (86), Unknown (81).

Momentum57
Avg. Innovativeness3.5
Total412(+82)
13

Cloud Storage

Why this ranks: momentum 57/100; 60 recent cases in the last 6 months; +60 vs previous period; innovativeness 3.5/5 across 97 scored cases; evidence depth 97 cases; top sources Customer Story (94), Unknown (2), Blog Post (1).

Momentum57
Avg. Innovativeness3.5
Total97(+60)
14

Cloud Run

Why this ranks: momentum 56/100; 57 recent cases in the last 6 months; +56 vs previous period; innovativeness 3.6/5 across 92 scored cases; evidence depth 92 cases; top sources Customer Story (90), Blog Post (1), Unknown (1).

Momentum56
Avg. Innovativeness3.6
Total92(+57)
15

Amazon SageMaker

Why this ranks: momentum 55/100; 60 recent cases in the last 6 months; +54 vs previous period; innovativeness 3.3/5 across 124 scored cases; evidence depth 124 cases; top sources Blog Post (50), Customer Story (44), Case Study (12).

Momentum55
Avg. Innovativeness3.3
Total124(+60)
16

Looker

Why this ranks: momentum 54/100; 47 recent cases in the last 6 months; +46 vs previous period; innovativeness 3.3/5 across 66 scored cases; evidence depth 66 cases; top sources Customer Story (61), Blog Post (3), Case Study (1).

Momentum54
Avg. Innovativeness3.3
Total66(+47)
17

Amazon EC2

Why this ranks: momentum 52/100; 42 recent cases in the last 6 months; +38 vs previous period; innovativeness 3.3/5 across 56 scored cases; evidence depth 56 cases; top sources Customer Story (33), Blog Post (18), Case Study (4).

Momentum52
Avg. Innovativeness3.3
Total56(+42)
18

Voice & Speech AI

Why this ranks: momentum 51/100; 56 recent cases in the last 6 months; +39 vs previous period; innovativeness 3.3/5 across 253 scored cases; evidence depth 253 cases; top sources Customer Story (81), Unknown (58), Blog Post (51).

Momentum51
Avg. Innovativeness3.3
Total253(+56)
19

Amazon EKS

Why this ranks: momentum 51/100; 35 recent cases in the last 6 months; +35 vs previous period; innovativeness 3.3/5 across 42 scored cases; evidence depth 42 cases; top sources Customer Story (22), Blog Post (11), Case Study (9).

Momentum51
Avg. Innovativeness3.3
Total42(+35)
20

Amazon Bedrock AgentCore

Why this ranks: momentum 50/100; 39 recent cases in the last 6 months; +24 vs previous period; innovativeness 3.8/5 across 54 scored cases; evidence depth 54 cases; top sources Blog Post (32), Customer Story (15), Case Study (4).

Momentum50
Avg. Innovativeness3.8
Total54(+39)
21

Copilot & AI Assistants

Why this ranks: momentum 49/100; 62 recent cases in the last 6 months; +13 vs previous period; innovativeness 3.1/5 across 654 scored cases; evidence depth 654 cases; top sources Unknown (200), Blog Post (153), News Article (125).

Momentum49
Avg. Innovativeness3.1
Total654(+62)
22

Microsoft 365 Copilot

Why this ranks: momentum 49/100; 49 recent cases in the last 6 months; +32 vs previous period; innovativeness 2.9/5 across 191 scored cases; evidence depth 191 cases; top sources Blog Post (46), Customer Story (45), Unknown (42).

Momentum49
Avg. Innovativeness2.9
Total191(+49)
23

Copilot Studio

Why this ranks: momentum 49/100; 48 recent cases in the last 6 months; +36 vs previous period; innovativeness 3.3/5 across 156 scored cases; evidence depth 156 cases; top sources Customer Story (58), Blog Post (38), Unknown (35).

Momentum49
Avg. Innovativeness3.3
Total156(+48)
24

Cloud SQL

Why this ranks: momentum 49/100; 37 recent cases in the last 6 months; +35 vs previous period; innovativeness 3.5/5 across 63 scored cases; evidence depth 63 cases; top sources Customer Story (61), Blog Post (1), Unknown (1).

Momentum49
Avg. Innovativeness3.5
Total63(+37)
25

Elastic Compute Service

Why this ranks: momentum 49/100; 32 recent cases in the last 6 months; +32 vs previous period; innovativeness 2.9/5 across 41 scored cases; evidence depth 41 cases; top sources Customer Story (39), Unknown (2).

Momentum49
Avg. Innovativeness2.9
Total41(+32)
26

Amazon Textract

Why this ranks: momentum 48/100; 39 recent cases in the last 6 months; +32 vs previous period; innovativeness 3.2/5 across 93 scored cases; evidence depth 93 cases; top sources Blog Post (55), Customer Story (20), Case Study (6).

Momentum48
Avg. Innovativeness3.2
Total93(+39)
27

Compute Engine

Why this ranks: momentum 47/100; 33 recent cases in the last 6 months; +32 vs previous period; innovativeness 3.3/5 across 65 scored cases; evidence depth 65 cases; top sources Customer Story (65).

Momentum47
Avg. Innovativeness3.3
Total65(+33)
28

Amazon Bedrock Guardrails

Why this ranks: momentum 47/100; 30 recent cases in the last 6 months; +28 vs previous period; innovativeness 3.4/5 across 44 scored cases; evidence depth 44 cases; top sources Blog Post (24), Customer Story (15), Case Study (3).

Momentum47
Avg. Innovativeness3.4
Total44(+30)
29

Anthropic Claude 3

Why this ranks: momentum 47/100; 29 recent cases in the last 6 months; +25 vs previous period; innovativeness 3.3/5 across 41 scored cases; evidence depth 41 cases; top sources Customer Story (22), Blog Post (16), Case Study (2).

Momentum47
Avg. Innovativeness3.3
Total41(+29)
30

Microsoft Foundry

Why this ranks: momentum 46/100; 36 recent cases in the last 6 months; +24 vs previous period; innovativeness 3.5/5 across 84 scored cases; evidence depth 84 cases; top sources Customer Story (34), Blog Post (18), News Article (13).

Momentum46
Avg. Innovativeness3.5
Total84(+36)
31

Azure OpenAI

Why this ranks: momentum 45/100; 43 recent cases in the last 6 months; +18 vs previous period; innovativeness 3.3/5 across 543 scored cases; evidence depth 543 cases; top sources Unknown (143), News Article (114), Customer Story (100).

Momentum45
Avg. Innovativeness3.3
Total543(+43)
32

Amazon DynamoDB

Why this ranks: momentum 45/100; 30 recent cases in the last 6 months; +26 vs previous period; innovativeness 3.4/5 across 60 scored cases; evidence depth 60 cases; top sources Blog Post (40), Customer Story (13), Case Study (4).

Momentum45
Avg. Innovativeness3.4
Total60(+30)
33

Amazon Bedrock Knowledge Bases

Why this ranks: momentum 45/100; 29 recent cases in the last 6 months; +23 vs previous period; innovativeness 3.5/5 across 56 scored cases; evidence depth 56 cases; top sources Blog Post (43), Customer Story (10), Case Study (2).

Momentum45
Avg. Innovativeness3.5
Total56(+29)
34

Pub/Sub

Why this ranks: momentum 45/100; 26 recent cases in the last 6 months; +25 vs previous period; innovativeness 3.5/5 across 41 scored cases; evidence depth 41 cases; top sources Customer Story (40), Blog Post (1).

Momentum45
Avg. Innovativeness3.5
Total41(+26)
35

Amazon Elastic Kubernetes Service

Why this ranks: momentum 45/100; 23 recent cases in the last 6 months; +22 vs previous period; innovativeness 3.4/5 across 28 scored cases; evidence depth 28 cases; top sources Customer Story (18), Blog Post (7), Case Study (3).

Momentum45
Avg. Innovativeness3.4
Total28(+23)
36

Google Workspace

Why this ranks: momentum 44/100; 25 recent cases in the last 6 months; +24 vs previous period; innovativeness 3.0/5 across 43 scored cases; evidence depth 43 cases; top sources Customer Story (40), Blog Post (3).

Momentum44
Avg. Innovativeness3.0
Total43(+25)
37

Amazon SageMaker AI

Why this ranks: momentum 44/100; 25 recent cases in the last 6 months; +20 vs previous period; innovativeness 3.5/5 across 36 scored cases; evidence depth 36 cases; top sources Blog Post (24), Customer Story (11), Unknown (1).

Momentum44
Avg. Innovativeness3.5
Total36(+25)
38

Amazon CloudWatch

Why this ranks: momentum 44/100; 23 recent cases in the last 6 months; +23 vs previous period; innovativeness 3.4/5 across 32 scored cases; evidence depth 32 cases; top sources Blog Post (16), Customer Story (12), Case Study (2).

Momentum44
Avg. Innovativeness3.4
Total32(+23)
39

Amazon OpenSearch Service

Why this ranks: momentum 43/100; 26 recent cases in the last 6 months; +24 vs previous period; innovativeness 3.4/5 across 53 scored cases; evidence depth 53 cases; top sources Blog Post (31), Customer Story (14), Case Study (7).

Momentum43
Avg. Innovativeness3.4
Total53(+26)
40

Object Storage Service (OSS)

Why this ranks: momentum 43/100; 21 recent cases in the last 6 months; +21 vs previous period; innovativeness 2.9/5 across 28 scored cases; evidence depth 28 cases; top sources Customer Story (27), Blog Post (1).

Momentum43
Avg. Innovativeness2.9
Total28(+21)
41

Amazon Nova Lite

Why this ranks: momentum 43/100; 19 recent cases in the last 6 months; +17 vs previous period; innovativeness 3.4/5 across 21 scored cases; evidence depth 21 cases; top sources Blog Post (13), Customer Story (5), Case Study (3).

Momentum43
Avg. Innovativeness3.4
Total21(+19)
42

Fine-Tuned Models

Why this ranks: momentum 42/100; 30 recent cases in the last 6 months; +19 vs previous period; innovativeness 3.6/5 across 188 scored cases; evidence depth 188 cases; top sources Customer Story (47), Blog Post (46), Unknown (37).

Momentum42
Avg. Innovativeness3.6
Total188(+30)
43

Amazon RDS

Why this ranks: momentum 42/100; 20 recent cases in the last 6 months; +18 vs previous period; innovativeness 3.2/5 across 30 scored cases; evidence depth 30 cases; top sources Customer Story (14), Blog Post (13), Case Study (2).

Momentum42
Avg. Innovativeness3.2
Total30(+20)
44

ApsaraDB RDS for MySQL

Why this ranks: momentum 42/100; 18 recent cases in the last 6 months; +18 vs previous period; innovativeness 2.8/5 across 22 scored cases; evidence depth 22 cases; top sources Customer Story (22).

Momentum42
Avg. Innovativeness2.8
Total22(+18)
45

Amazon Q Developer

Why this ranks: momentum 42/100; 17 recent cases in the last 6 months; +17 vs previous period; innovativeness 3.1/5 across 20 scored cases; evidence depth 20 cases; top sources Customer Story (13), Case Study (4), Blog Post (1).

Momentum42
Avg. Innovativeness3.1
Total20(+17)
46

Gemini Enterprise

Why this ranks: momentum 42/100; 17 recent cases in the last 6 months; +17 vs previous period; innovativeness 3.4/5 across 19 scored cases; evidence depth 19 cases; top sources Customer Story (19).

Momentum42
Avg. Innovativeness3.4
Total19(+17)
47

Amazon API Gateway

Why this ranks: momentum 41/100; 24 recent cases in the last 6 months; +14 vs previous period; innovativeness 3.4/5 across 61 scored cases; evidence depth 61 cases; top sources Blog Post (43), Customer Story (11), Case Study (5).

Momentum41
Avg. Innovativeness3.4
Total61(+24)
48

Microsoft Copilot Studio

Why this ranks: momentum 41/100; 22 recent cases in the last 6 months; +18 vs previous period; innovativeness 3.4/5 across 49 scored cases; evidence depth 49 cases; top sources Customer Story (24), Unknown (10), Blog Post (6).

Momentum41
Avg. Innovativeness3.4
Total49(+22)
49

Amazon ECS

Why this ranks: momentum 41/100; 20 recent cases in the last 6 months; +17 vs previous period; innovativeness 3.4/5 across 35 scored cases; evidence depth 35 cases; top sources Blog Post (19), Customer Story (11), Case Study (4).

Momentum41
Avg. Innovativeness3.4
Total35(+20)
50

Object Storage Service

Why this ranks: momentum 41/100; 17 recent cases in the last 6 months; +17 vs previous period; innovativeness 2.9/5 across 21 scored cases; evidence depth 21 cases; top sources Customer Story (21).

Momentum41
Avg. Innovativeness2.9
Total21(+17)
51

Qwen

Why this ranks: momentum 41/100; 16 recent cases in the last 6 months; +16 vs previous period; innovativeness 3.4/5 across 19 scored cases; evidence depth 19 cases; top sources Customer Story (16), Blog Post (1), Press Release (1).

Momentum41
Avg. Innovativeness3.4
Total19(+16)
52

AWS Step Functions

Why this ranks: momentum 40/100; 22 recent cases in the last 6 months; +14 vs previous period; innovativeness 3.5/5 across 59 scored cases; evidence depth 59 cases; top sources Blog Post (47), Customer Story (7), Case Study (2).

Momentum40
Avg. Innovativeness3.5
Total59(+22)
53

Alibaba Cloud Elastic Compute Service

Why this ranks: momentum 40/100; 17 recent cases in the last 6 months; +17 vs previous period; innovativeness 2.8/5 across 24 scored cases; evidence depth 24 cases; top sources Customer Story (24).

Momentum40
Avg. Innovativeness2.8
Total24(+17)
54

Strands Agents SDK

Why this ranks: momentum 40/100; 15 recent cases in the last 6 months; +13 vs previous period; innovativeness 4.0/5 across 18 scored cases; evidence depth 18 cases; top sources Blog Post (14), Customer Story (2), Unknown (1).

Momentum40
Avg. Innovativeness4.0
Total18(+15)
55

Amazon Connect Customer

Why this ranks: momentum 40/100; 13 recent cases in the last 6 months; +13 vs previous period; innovativeness 3.1/5 across 13 scored cases; evidence depth 13 cases; top sources Customer Story (8), Case Study (4), Press Release (1).

Momentum40
Avg. Innovativeness3.1
Total13(+13)
56

AWS Glue

Why this ranks: momentum 39/100; 16 recent cases in the last 6 months; +14 vs previous period; innovativeness 3.5/5 across 23 scored cases; evidence depth 23 cases; top sources Blog Post (10), Customer Story (9), Video Or Webinar (2).

Momentum39
Avg. Innovativeness3.5
Total23(+16)
57

Microsoft Teams

Why this ranks: momentum 38/100; 21 recent cases in the last 6 months; +16 vs previous period; innovativeness 3.0/5 across 104 scored cases; evidence depth 104 cases; top sources Customer Story (36), News Article (19), Unknown (18).

Momentum38
Avg. Innovativeness3.0
Total104(+21)
58

Alibaba Cloud Container Service for Kubernetes (ACK)

Why this ranks: momentum 38/100; 15 recent cases in the last 6 months; +15 vs previous period; innovativeness 2.8/5 across 24 scored cases; evidence depth 24 cases; top sources Customer Story (23), Blog Post (1).

Momentum38
Avg. Innovativeness2.8
Total24(+15)
59

IBM watsonx Orchestrate

Why this ranks: momentum 38/100; 14 recent cases in the last 6 months; +12 vs previous period; innovativeness 3.8/5 across 18 scored cases; evidence depth 18 cases; top sources Blog Post (6), Case Study (6), Customer Story (4).

Momentum38
Avg. Innovativeness3.8
Total18(+14)
60

Elastic Compute Service (ECS)

Why this ranks: momentum 38/100; 13 recent cases in the last 6 months; +13 vs previous period; innovativeness 2.7/5 across 17 scored cases; evidence depth 17 cases; top sources Customer Story (17).

Momentum38
Avg. Innovativeness2.7
Total17(+13)
61

Container Service for Kubernetes

Why this ranks: momentum 38/100; 12 recent cases in the last 6 months; +12 vs previous period; innovativeness 2.9/5 across 14 scored cases; evidence depth 14 cases; top sources Customer Story (14).

Momentum38
Avg. Innovativeness2.9
Total14(+12)
62

Alibaba Cloud Model Studio

Why this ranks: momentum 38/100; 12 recent cases in the last 6 months; +12 vs previous period; innovativeness 3.6/5 across 13 scored cases; evidence depth 13 cases; top sources Customer Story (11), Blog Post (1), Unknown (1).

Momentum38
Avg. Innovativeness3.6
Total13(+12)
63

Cloud Run functions

Why this ranks: momentum 38/100; 12 recent cases in the last 6 months; +12 vs previous period; innovativeness 3.5/5 across 13 scored cases; evidence depth 13 cases; top sources Customer Story (13).

Momentum38
Avg. Innovativeness3.5
Total13(+12)
64

Document AI

Why this ranks: momentum 37/100; 16 recent cases in the last 6 months; +14 vs previous period; innovativeness 3.2/5 across 36 scored cases; evidence depth 36 cases; top sources Customer Story (28), Blog Post (7), Press Release (1).

Momentum37
Avg. Innovativeness3.2
Total36(+16)
65

Amazon Nova Pro

Why this ranks: momentum 37/100; 14 recent cases in the last 6 months; +8 vs previous period; innovativeness 3.3/5 across 20 scored cases; evidence depth 20 cases; top sources Blog Post (15), Customer Story (5).

Momentum37
Avg. Innovativeness3.3
Total20(+14)
66

Amazon Nova

Why this ranks: momentum 37/100; 12 recent cases in the last 6 months; +10 vs previous period; innovativeness 3.4/5 across 15 scored cases; evidence depth 15 cases; top sources Blog Post (6), Customer Story (6), Case Study (2).

Momentum37
Avg. Innovativeness3.4
Total15(+12)
67

Amazon Nova Foundation Models

Why this ranks: momentum 37/100; 10 recent cases in the last 6 months; +10 vs previous period; innovativeness 3.3/5 across 10 scored cases; evidence depth 10 cases; top sources Customer Story (10).

Momentum37
Avg. Innovativeness3.3
Total10(+10)
68

Microsoft Fabric

Why this ranks: momentum 35/100; 17 recent cases in the last 6 months; +7 vs previous period; innovativeness 3.4/5 across 125 scored cases; evidence depth 125 cases; top sources Blog Post (38), Customer Story (23), Unknown (22).

Momentum35
Avg. Innovativeness3.4
Total125(+17)
69

AI Avatars

Why this ranks: momentum 17/100; 3 recent cases in the last 6 months; +3 vs previous period; innovativeness 3.4/5 across 22 scored cases; evidence depth 22 cases; top sources Customer Story (8), Blog Post (4), Unknown (4).

Momentum17
Avg. Innovativeness3.4
Total22(+3)