Data Platform Evaluation Highlights
Supplier
New Features Cost
LOW - Medium
Low- for Roadmap features & Medium- for Custom Features
BDB enhances platform on a regularly as per their Roadmap and recommendations from the customers. Those features automatically gets included as per yearly license. The Custom Features that are provided exclusively for a specific customer has medium cost.
Maintenance Cost
LOW
Maintenance cost for previous features
Most effective cost structure in the industry.
License cost (including infra & hosting cost)
LOW - Medium
License cost 2021 including hosting cost and other infrastructure costs
The overall Licensing Cost of the entire Platform - including Users, Data as API, Data Processing is minimal in Industry
Deployment Model
Hybrid & Private
Infrastructure for deployment
It can be in private cloud or on-premises deployment. 100% flexibility with Clients
Deployment Options
All Options Available
on premises + cloud, only cloud, federated, etc.
Platform supports multi-zone deployment
Cloud Providers
All Supported
on premises, azure, AWS, GCP
It can be deployed in any cloud or on-premises environment
Plugability
Very High
Ability to work with partners (data preparation, AI pretrained models)
BDB is highly plugable Platform, it provides integration via API, as well as custom component. Pretrained models can be imported used directly in the Data Science Workbench. It has facility to export AI models.
Interoperability
Very High
ability to work with operations (logs, metrics), powerBI and ticketing systems
Platform provides out-of-the-box connectivity with Salesforce, ServiceNow, Jira etc. It can provide custom connectivity via API's or SDK
Data Governance Integration
Medium
Integration can be provided
Data Catalogue Integration
Available
Data Quality Integration
Available
Available off-the-shelf
Benchmarking through Output
Platform is horizontally and vertically scalable to achieve the desired throughput requirments
Benchmarking Operations/sec
It supports autoscaling to support high concurrency
Environments
ALL
Dev, Test, Staging, Production
It can be deployed based on requirements
Cloud Agnosticity
Yes
the solution may work in any cloud provider or not
Platform can be deployed in any clould or on premises environments
User Friendliness
Very High
Platform provides intutive user interface with self-service and low-code development and deployment.
User Autonomy Level (self-service)
Self-Service reporting avaliable
Self-Service on Elastic and Mongo DB
Yes, Self-Service reporting is avaliable with AI-based search.
Learning Curve, Training, and Documentation
End to end, Low Code/No Code - Drag and Drop platform
Training Video's and Documentation is available
It has fast Learning Curve as entire Platform is drag and drop based on Open Source Technologies
Data as an API
Very High
BDB has Customers using it
Model as an API
Very High
BDB has customers using it
Simulation - Augmented Analytics
Very High
UI Modification, Write back is there
Write Back Features
Very High
Through Pipelines and Data Sheets
From UI one can enter the data in API based sources through the pipeline module and from Dashboards it is possible to read and write the Data Sheet Data
Overall Platform Feature Demostration
Last updated