Data Platform Evaluation Highlights
| REQUIREMENT | EVALUATION (BDB) | DESCRIPTION | REMARKS |
|---|---|---|---|
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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 |
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