Multimodal Database

BangDB is aligned with the data trend and is designed for modern applications.

Modern apps need to deal with all kinds of data and we need a database which can truly handle different data natively in a single place.

• Stitching a platform using multiple other databases won't work.
• It takes forever for a team to ship new product, or serve clients.
• Correlation and linking of all sorts of data is very hard with different data in seperate databases.
• With multimodal, the overall ops cost may go down by more than twice.

Truly Converged Database

Huge benefits due to BangDB convergence

Convergence of systems is the key so that the developers and orgs can be more productive by simply focusing on their use cases and not dealing with different kinds of databases for different data types.

Modern use cases require stream processing, graph structuring, document storage and finally AI, all at the same time and place.

• Extreme productivity - Break Silos, focus on app, accelerated time to market.
• High Performance - 2X compared to other popular databases
• Naturally Hybrid - Deploy and run anywhere. Device, Edge, Cloud etc.
• High Scale with ease - Scale linearly, vertically or horizontally.
• Huge cost reduction - Both System and ops wise, faster dev cycle.

Graph and Cypher

Entity and relationships for linked events

Data is coming from all directions and there are certain relationships and links among the data which defines context and are useful for business processing and intelligence.

• Graph processing as natively integrated part of the system with schema enforcement
• Cypher/English with explicit/implicit AI for querying data from Graph directly
• Graph is internally integrated with stream processing for context-based intelligence
• Scales for large amount of data for both storage and query due to unique composite index system for storing nodes and relations

Stream processing

Real-time continuous data intelligence

Rise of real time data pushes for real time streaming and predictive data analytics for advanced and optimized business operations.

• Continuous ingestion of time-series events from anywhere, any device, or systems
• Sliding window (continuous) for limitless continuous processing of the time-series events
• Running aggregates and statistics, training, prediction on streaming data
• Complex Event Processing, anomaly & pattern detection in real time
• Auto action from the stream processing layer
• Handle large amount of data using much lesser resources

Integrated AI

BangDB has natively integrated AI which allows AutoML to the users for various database activities

BangDB has inbuilt AI capabilities and provides APIs and tools to the users to deal with model training, deployment, prediction and measurement.

• Train data within database, test, deploy and automate the process
• AI integrated with query language which does all the work behind the scene and returns data as required
• AI is part of stream processing construct which helps enriching the data with models in real time manner
• Pattern analysis to information extraction to some deep learning activities are available as part of the database constructs
• BangDB implements resource server to keep these models and other large data or objects for AI as required

High performance.

2X+ more performance than most of the leading DBs in the market

BangDB is truly concurrent which leverages the machine in best way, for both read and write. Unlike other popular dbs in the market, BangDB implements core database features for performance, robustness, scale and security.

• Predictive buffer pool, page cache, adaptive IO Layer and SSD as RAM+ to achieve insanely high performance
• Written in C, with its own memory handling and event driven design (SEDA) to support several tens of concurrent connections for higher throughput per vm
• Several indexing techniques to enhance the query performance at scale for large amount of data beyond available memory
• Robust and battle ready with data replication, crash recovery, fine grained security and loads of automations and developer tools

Ampere

No-code platform for building apps and enabling use cases

Ampere is a no-code platform on cloud built on top of BangDB which makes it super easy for users to solve problems, build use cases without doing any coding.

• Train data within database, test and deploy. And automate the process
• AI integrated with query language which does all the work behind the scene and returns data as required

Apps and App Store

Powerful pre-baked apps to get you started in few minutes

• BangDB publishes built in apps on the Appstore for users to get started within a few minutes for a specific set of use cases in different domains.
• We actively develop apps and can also collaborate with users and customers to do so as required by them.
• Lead management, Lead Selling, Online Forum, Bug Tracker, App and Infra Monitoring, Visitor analysis, Ecommerce analysis etc. are some of the apps available on AppStore.
• In the future, we will allow users to build custom apps, publish on the app store and monetize.