Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Google Cloud at GraphSummit London 14 Nov 2023.pptx
1. Gather Deeper Analytical Insights and
Expand Problem-Solving Abilities using
Neo4j and Google Cloud
Nov 2023 | GraphSummit London
Abhinav Bhatia
ISV Partner Engineer
Google Cloud
2. Proprietary + Confidential
Document Key-value In-memory Wide Column Graph Time-series Relational
DBaaS
Firestore
Serverless,
scalable
document
store
Cloud
Bigtable
Low latency,
scalable wide
column store
MemoryStore
Managed Redis
Cloud
Bigtable
Low latency,
scalable wide
column store
Fastest Path to
Graph
Cloud
Bigtable
Low latency,
scalable wide
column store
Cloud SQL
Managed MySQL, PostgreSQL,
& SQL Server
Cloud Spanner
Scalable relational database
AlloyDB
Downloadable PostgreSQL
compatible database
Neo4j’s is Google Cloud’s strategic partner for graph databases
3. Neo4j with Google Cloud is perfect fit
2023 Global Partner of the Year for
Data Management
Sales alignment for co-solutioning to
meet customer needs
100% Google commit burndown for
partner solutions through Marketplace
One team Deep integrations Easy deployment
Easy click to deploy through Google
Cloud Marketplace, listed for SaaS or VM
deployments
Quicker time to value through deep
customer engagements such as on-site
hackathons, dedicated workshops, and
more
Pre-packaged vertical solutions e.g.
supply chain twin, fraud detection,
personalization & promotion, etc.
AI/ML
- Gen AI: Press release, Demo, Blog-Build
intelligent apps with Neo4j Knowledge
Graphs and Google Cloud genAI
- Vertex AI: Blogs - Use graphs for smarter
AI with Neo4j and Google Cloud Vertex AI;
Graph Data Science on Google Cloud:
Neo4j AuraDS and Vertex AI
Analytics: BigQuery, Looker, Dataflow
Application development: Google
Compute Engine, Google Kubernetes Engine,
Cloud Functions
4. ●Recommendation Engine
●Personalization &
Promotions
●Supply Chain
●Product catalog
●Advertising Optimization
●Fraud Detection
Neo4j & Google Cloud: Solving customer challenges, together
Financial services Retail & CPG Manufacturing & logistics Healthcare & Life Sciences
● Fraud Detection / Anti
Money Laundering
●Customer Journey / 360
●Identity and Access
Management
●Regulatory Compliance
●Knowledge Graph
● Digital Twin BOM
● Supply Chain Twin
●Connected Car
●Customer 360
● Patient journey and
outcomes
● Drug Discovery
● Supply Chain
●Genomics Research
●Knowledge Graph (R&D,
etc.)
Top use
cases
Select
customers
6. Neo4j Connector for
Apache Kafka
Dataproc
Workbench
Kafka
Cloud
Storage
Neo4j Aura
Graph Data Science
Graph
Database
Bloom
Neo4j Connector for Apache
Spark
Neo4j in the Google Cloud Ecosystem
7. Dataproc
● Scalable CRUD operations on Neo4j at scale
on the Apache Spark-based DataProc
service.
● Supports local development on any Spark
run-time using python and scala notebook
clients.
● Monitor jobs using DataProc logging and
monitoring tools.
● Build dataframes and pipelines in Python or
Scala using notebooks of your choice.
● Example notebooks
8. Neo4j BigQuery Connector
● BigQuery Spark Stored procedures that pull
data from BigQuery via Arrow and write it
directly into Neo4j Graph Data Science
● Highly performant and scalable
● Code available on GitHub
9. Dataflow
● Create and merge nodes and relationships on
Neo4j at scale on the Apache Beam-based
DataFlow service.
● Runs locally using DirectRunner mode as well
as in the cloud.
● Monitor using DataFlow logging and step-
through operations.
● Resources
○ Blog Post
○ GitHub
10. Neo4j Vertex AI Integration
● Use Graph embeddings as novel
features in supervised learning
methods
● Example notebooks here
● Blog posts
○ Analyze Graph Data
○ AuraDS and Vertex AI
Neo4j AuraDS
Graph Data Science
Graph
Database
Bloom
Vertex AI
Workbench
AutoML
11. Neo4j and Google Enterprise Knowledge Graph
● Enrich and reconcile data in
Neo4j with Google Enterprise
Knowledge Graph
● Example Notebooks here
● Blog post
12. Google Cloud’s AI Portfolio
To support the needs of Generative AI centric enterprise development
Search
AI Solutions
Contact Center | Document
AI Platform
Extension | Connectors | Grounding Prompt | Serve | Tune | Distill | Eval
Conversation
Build your own generative AI-powered agents
Model Garden
Google | OSS | Partner Models
Google Cloud Infrastructure (GPU/TPU) | Google Data Cloud
Vertex AI
Broad Ecosystem
of Partners
Responsible
AI