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05

Top Implementations

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aerospace-defense10.0

Predictive Analytics for Aircraft Maintenance Scheduling

Using AI to predict when an airplane needs maintenance so it can be fixed just in time, saving money and keeping planes flying longer.

Predictive analytics leveraging historical maintenance and operational data
aerospace-defense10.0

AI-Driven Predictive Maintenance in Aerospace Manufacturing

AI systems predict when airplane parts might fail so they can be fixed before breaking.

Predictive analytics using time-series sensor data
retail10.0

AI Shopping Agents for Retail on AWS

This is like giving every shopper their own smart personal assistant that knows the entire store, all the promotions, and the shopper’s preferences, and can guide them from “I have a need” to “order placed” through natural conversation across web, app, or even voice.

Agentic-ReAct
aerospace-defense10.0

Machine Learning-based Structural Health Monitoring (SHM) for Aerospace Structures

Using smart computer programs to watch and check airplane parts for damage or wear so they can be fixed before problems happen.

Anomaly detection and pattern recognition in sensor data streams
pharmaceuticalsbiotech10.0

RosettaFold3 biomolecular modeling via Azure AI Foundry

This is like an ultra-detailed 3D CAD tool for molecules, powered by AI. Instead of engineers designing car parts, RosettaFold3 designs and predicts how proteins, DNA, and small‑molecule drugs fit and move together inside the body.

End-to-End NN
aerospace-defense10.0

AI-Driven Aerospace Structural Health Monitoring

AI systems watch over airplane parts to spot damage early, keeping flights safe and saving money on repairs.

Anomaly detection and predictive maintenance
04

AI Patterns

COGNITIVE ARCHITECTURES
ACTIVE
896

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ACTIVE
726

RAG (Retrieval Augmented Generation)

ACTIVE
531

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ACTIVE
408

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ACTIVE
329

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173

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ACTIVE
141

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ACTIVE
140

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02

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245solutions
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80solutions
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AI Solution Intelligence

Navigate 1,000 solutions across 33 industries. Start with what you're trying to solve.

33
INDUSTRIES
1000
SOLUTIONS
42
PATTERNS
01

What Problem Are You Solving?

START HERE
01366

Automate Manual Work

Eliminate repetitive tasks

Finance
Financial Crime Compliance
Energy
Energy System Optimization
Education
Student Success Prediction
Insurance
Insurance Claims Automation
+362 more solutions
02376

Improve Decisions

Better insights, faster

Finance
Financial Crime & Trading Pattern AI
Energy
AI Solar Forecasting & Dispatch
Advertising
Programmatic Advertising Optimization
Energy
Wind Turbine Predictive Maintenance
+372 more solutions
03103

Scale Operations

Do more with less

Automotive
Automotive Operations Optimization
Marketing
AI Behavioral Marketing Segmentation
Sales
AI Sales Velocity Enablement
Entertainment
Entertainment Experience Recommenders
+99 more solutions
0416

Discover & Research

Find what matters

Advertising
AI Audience Profiler
Healthcare
AI-Powered Radiology Diagnostics
Pharma
AI-Accelerated Drug Discovery
Pharma
AI Genomic Precision Platforms
+12 more solutions
03

Who's Building This?

MARKET INTELLIGENCE
TOP COMPANIES12 tracked
1
Microsoft
306
solutions
2
Google
223
solutions
3
Amazon
203
solutions
4
SAP
Public
127
solutions
5
Oracle
120
solutions
6
IBM
Public
106
solutions
7
Meta
Public
98
solutions
8
Adobe
83
solutions
TOP TOOLS & PLATFORMS12 in production
1
MLflow
243
uses
2
Temporal
226
uses
3
LangGraph
194
uses
4
Pinecone
Pinecone
194
uses
5
Weights & Biases
188
uses
6
Feast
145
uses
7
Gurobi Optimizer
Gurobi
138
uses
8
Weaviate
129
uses