Features | TMA Data Platform |
Service Model | Supports both on-premises and multi-cloud environments, offering flexibility for deployment based on organizational needs. |
Supported Cloud Platforms | Compatible with a wide range of platforms including Azure, AWS, Google Cloud, Digital Ocean, as well as private clouds and enterprise data centers, ensuring broad interoperability. |
Scalability | Designed with horizontal scaling capabilities, allowing seamless expansion as data and user demands grow |
Vendor Lock-in | No vendor lock-in, providing clients with full control and freedom to migrate or integrate systems. |
Query Interface | Offers multiple options like SQL, Spark Dataframe, and REST API to suit diverse analytical and development needs. |
Data Structures | Capable of handling all types of data, including structured (e.g., relational databases), semi-structured (e.g., JSON, XML) and unstructured(raw, audio, video, logs, text, etc.) |
Services | Data lake, data warehouse, data lakehouse, data science, data analytics and AI/ML. |
Analytic Model | Supports Batch processing, Real-time analytics, and Streaming analytics for varied data processing needs |
AI/ML Capabilities | Built-in AI/ML models provided by TMA, designed to streamline predictive analysis and decision-making processes. |
BI & Reporting | Includes built-in reports and dynamic dashboards that offer real-time visualization and business intelligence insights. |
Security & Governance | Features role-based access control to ensure secure and restricted access to sensitive data. Can be customized to meet client’s needs |
Domain Specific | Tailored solutions for specific industries such as: Networking, Telecom, Health Tech, Client Insights |
Composable | Fully customizable components, enabling organizations to adapt the platform to meet unique business requirements. |
Easy to Use | Provides an intuitive drag-and-drop interface and customizable workflows, making it accessible even for non-technical users. |
Solution/ Service | Notes |
Client Data Platform | Unify client data for personalized experiences and insights. |
Enterprise Data Platform | Centralize data management for seamless access and analysis. |
Data Warehouse | Ingest, store and query millions events per day efficiently for business intelligence. |
Data Lake | Collect and store raw data in its native format for flexible analysis. |
Data Lakehouse | Combine data lake and warehouse capabilities into unified platform for comprehensive analytics. |
Low-code Data Ingestion pipeline | Simplify data ingestion with minimal coding effort with advanced and easy to use tool |
Low-code Data Transformation pipeline | Transform data easily with low-code and easy to use tools. |
Automatic Lakehouse Optimization pipeline | Optimize lakehouse performance automatically with our ready to use pipelines. |
Dynamic Reports & Dashboard | Create dynamic, flexible, interactive reports and dashboards for real-time insights. |
Data & AI Governance Pipeline | Ready to use pipeline for ensuring data quality, security, and compliance |
High performance real-time data ingestion (100M – 500M events/day) | Ingest massive data volumes in real-time. From millions to billions events/day. |
Extremely big data warehousing (100M – 500M events/day) | Query extremely large datasets with ease and high speed, in seconds instead of minutes. |
Vector Embedding (HTML, PDF, images) | Embed and analyze diverse data types for intelligent search & chat engine. |
Intelligent Search Engine & Chat Bot | Enhance user experience with AI-driven search and chat capabilities based on enterprise knowledge. |
Migration Data Warehouse From On-Premise To Cloud | Seamlessly migrate data warehouses to the cloud for scalability. |
Descriptive Data Analytics | Analyze historical data to understand trends and patterns through TMA ML/AI models. |
Predictive Data Analytics | Forecast future trends using advanced analytics and machine learning through TMA ML/AI models. |
Data Augmented Analytics | Leverage AI and natural languages for enhancing data analysis and decision-making. |
