Amazon's cloud computing platform providing on-demand infrastructure, storage, and managed services at global scale.

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Use Cases8
Companies8
Industries6

AI Use Cases with AWS

1I
How InpharmD Uses Pinecone & RAG to Boost Clinical Query Accuracy by 70%
InpharmD · Operations
80%Data Storage Cost Savings
2ME
How Massachusetts EOE Uses Snowflake to Save $1.5M Per Year
Massachusetts Executive Office of Education · Business Intelligence
$1.5 millionAnnual cost savings from Oracle migration
3I
How Intercom Uses Snowflake to Save Sales Teams $1.4M Annually
Intercom · Sales
$1.4MProjected annual savings from sales efficiency gains
4T
How Tipalti Uses Snowflake Cortex AI to Democratize Data Insights
Tipalti · Business Intelligence
5xParallel query throughput increase
5H
How HSE Uses Elasticsearch to Boost CTR 4% and Lift Satisfaction 8%
HSE · Operations
4%Search page click-through rate increase
6N
How nCino Uses Databricks to Build Domain-Specific Banking AI at Scale
nCino · Operations
3.5xFaster document filing
7F
How Fireblocks Uses Snowflake AI Agents to Handle 40-50% of Data Queries
Fireblocks · Business Intelligence
40–50%Share of data queries handled by AI agent
81
How 1up Uses Pinecone to Turn Sales Reps into Product Experts
1up · Marketing
10x fasterResponse generation speed for RFPs and compliance questionnaires
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AI Maturity

Average implementation stage across documented use cases.

0Pilot2Scaling6Mature
Industries

Industries most frequently targeted in use cases with this tool.

Technology
3
Financial Services
3
Healthcare
1
Government
1
Education
1
Retail
1

Often Used With

1S
Snowflake
Cloud data warehouse by Snowflake for storing, querying, and sharing structured and semi-structured data.
2P
Pinecone
Managed vector database by Pinecone for real-time semantic search and similarity matching at scale.
3SC
Snowflake Cortex AI
Built-in AI and ML capabilities within the Snowflake Data Cloud
4C
Canopy
Open-source RAG framework by Pinecone Systems for building production-grade retrieval pipelines.
5S
Sherlock
AI clinical assistant by InpharmD that answers drug information queries using evidence-based sources.
6MP
Microsoft Power BI
Business intelligence tool by Microsoft for interactive dashboards and self-service data visualization.
7SN
Snowflake Notebooks
Interactive notebook environment for data exploration and ML workflows inside Snowflake.
8SC
Snowpark Container Services
Containerized runtime environment for running ML workloads and custom code inside Snowflake.
Key Business Functions

Business areas most frequently targeted in use cases with this tool.

Operations
3
Business Intelligence
3
Marketing
1
Sales
1
Companies

Companies documented using this tool in real use cases.

AWS AI Use Cases & Reviews | Applied