The Avinton AI Platform offers a comprehensive solution for big data and AI production with features like real-time analytics, low-cost infrastructure, and easy scalability. It supports robust AI pipelines and custom applications while ensuring high availability and collaborative development capabilities. Key functionalities include smart caching, automated model management, and comprehensive data pipelines for seamless integration.

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Avinton AI
Platform AVINTON

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AVINTON
AI Platform - Big Data & AI In Production
AI BigData
AI Pipelines
Data Analytics Workflows
Collaborative Data & AI
Model Development
Add Custom Applications
Data Pipelines

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AVINTON
AI Platform - Why this Platform?
AI BigData
Realtime Analytics
Low Cost
Easy to Manage
Easy to Scale
Self Healing

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AVINTON
Realtime Analytics
• Feed your dashboards in Realtime!
• Unparalleled Performance / Price ratio
• Distributed across all cluster servers:
• Data Storage
• Data Processing
• GPU accelerated Data Analytics
• In-Memory Smart Caching

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AVINTON
Low Cost
• Infrastructure Cost Break Even within 2 months.

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AVINTON
Easy To Manage
• Built In dedicated dashboards for each application
• Extendible / Customisable based on requirements
• Smart Machine Learning Based Alert Threshold Setting

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AVINTON
Easy To Scale
• Horizontally & Vertically Linearly Scalable
• Additional Cluster Servers
• Upgrade existing Cluster Servers
• Petabytes of data – no problem
• Adding Servers requires no downtime and is very simple

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AVINTON
Self Healing
• High Availability
• Redundancy Built In to each hardware component
• Fault Tolerance
• Kubernetes gives us the ability to maintain service uptime despite hardware issues
• Self Healing
• POD Configurations allow us to recover any services which may have crashed.

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AVINTON
AI Pipelines
• Robust Production Ready AI
• Expedite Time To Market
• Development -> Deployment in minutes
• AI Model Management
• AI Model Performance Analyses
• Automated Model Selection & Hyper-Parameter Tuning
• Instant Model Insights (ex: Class Activation Maps)

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AVINTON
Data Pipelines
• Bring Data From Anywhere
• Send Data To Anywhere
Simple Data Pipeline
Web
DataBase
Other Files
AI Platform

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AVINTON
Native Custom Applications
• Run Custom Applications on your cluster
• Kubernetes / Docker / Cloud Native / Dedicated Monitoring Dashboard in
Grafana
• Robustness and Reliability out of the box
Self Healing / POD affinity / High Availability
• Good for interacting with other applications or users outside of the cluster

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AVINTON
Collaborative AI & Data Model Development
• JupyterHub is designed for enabling collaboration within data
science teams
• Workbook Repository
• Share Workbooks / Version Control / Change Control

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AVINTON
Data Analytics Workflows
• Data Modelling / Feature Engineering / Data Splicing
• Massive Parallel Processing across all cluster nodes
• GPU Accelerated Data Processing