bipp’s Data Modeling Layer Lets You Build Data Models with just SQL
Tired of writing the same SQL queries again and again? Is tweaking yesterday’s code getting you down? Modern data teams use a data modeling layer to define reusable data models in one place.
Unlike traditional BI platforms, bipp lets you use SQL expressions and statements to define a layer that hosts business logic, which can be explored by the rest of your organization. Our reusable SQL data models make you more productive - and less frustrated!
Features Designed for You
Simply Point And Click To Build Reusable Data Models That Streamline SQL
With bipp’s Visual Data Models, you create data models with a powerful point-and-click visual interface. You can map your business logic, and metric definition to your data schema - without any training or writing any code!
Visual Data Models let you interact with the database schema using simple drag and drop columns. You can make edits in real-time, and test the model before committing with our data preview pane.
Critically, bipp’s Visual Data Models have all of the features of language-created models, including LOD columns, and the ability to define custom metrics, parameters, and join relationships.
Finally, everyone in your organization can explore data independently based on trusted business logic, without writing a single line of code.
Simply Point And Click To Build Reusable Data Models That Streamline SQL
With bipp’s Visual Data Models, you create data models with a powerful point-and-click visual interface. You can map your business logic, and metric definition to your data schema - without any training or writing any code!
Visual Data Models let you interact with the database schema using simple drag and drop columns. You can make edits in real-time, and test the model before committing with our data preview pane.
Critically, bipp’s Visual Data Models have all of the features of language-created models, including LOD columns, and the ability to define custom metrics, parameters, and join relationships.
Finally, everyone in your organization can explore data independently based on trusted business logic, without writing a single line of code.
bipp’s Data Modeling Layer Is Built For Today’s Complex Data
Many UI-based data modeling tools dumb down the modeling process, which increases the data stack’s complexity. Doing all of your transformations at the database layer can be costly as the resulting SQL queries will not be optimal. And there’s the risk of polluting your database with a lot of expensive and time-consuming views.
Instead, bipp’s data modeling layer lets you use the full power of SQL to express any complexity in your data without having to change or move it. And when we say ‘any’ complexity, we mean it. You can…- Define n-way joins, custom SQL join expressions, one to many joins, custom metrics, parameters or variables, cohort definitions, and dynamic window functions, all using our easy-to-use visual interface.
- Create your data warehouse by connecting to all leading databases including Amazon Redshift, MS SQL Server, MySQL, PostgreSQL, Google BigQuery, Impala, and Snowflake, with support for the associated SQL syntax, making the data model an abstraction layer above SQL
- Enjoy direct connection to your database, which provides real-time analytics with no additional tools required
bipp’s Data Modeling Layer Is Built For Today’s Complex Data
Many UI-based data modeling tools dumb down the modeling process, which increases the data stack’s complexity. Doing all of your transformations at the database layer can be costly as the resulting SQL queries will not be optimal. And there’s the risk of polluting your database with a lot of expensive and time-consuming views.
Instead, bipp’s data modeling layer lets you use the full power of SQL to express any complexity in your data without having to change or move it. And when we say ‘any’ complexity, we mean it. You can…- Define n-way joins, custom SQL join expressions, one to many joins, custom metrics, parameters or variables, cohort definitions, and dynamic window functions, all using our easy-to-use visual interface.
- Create your data warehouse by connecting to all leading databases including Amazon Redshift, MS SQL Server, MySQL, PostgreSQL, Google BigQuery, Impala, and Snowflake, with support for the associated SQL syntax, making the data model an abstraction layer above SQL
- Enjoy direct connection to your database, which provides real-time analytics with no additional tools required
Finally, a Data Modeling Layer Designed For Data Engineers
We built bipp’s data modeling layer to support the modern data engineer’s workflow. bipp recognizes that data is a shared asset, and engineers want to work in tools that are right for the job - and not be forced to put data all in one place. So we added key features to our Data Modeling layer...
Git Lets You Collaborate Using A Modern Workflow
bipp includes native integration with your Git repository, so your data models stay with you without any vendor-lock in, both at the transformation layer and in the analytics tool.
bipp’s Data Models Complement The Modern ELT Process
While we advocate doing as much transformation as possible at the database layer, this can only go so far. There are some relationships - like many-to-one joins and measure/metric definitions - best done at the analytics/BI layer. With bipp, you get the best of both worlds.
Auto SQL Generator Generates Optimized Queries Based On Business User’s Context
Once deployed, the data modeling layer enables bipp’s powerful ad-hoc auto-SQL generator to figure out which tables to join, and generate queries based on context. A static data model in your database alone cannot do that.
Simple Data Modeling Language - A Data Engineer’s Best Friend
bipp’s optional, easy-to-learn language reduces the complexity of your data stack and improves productivity by taking advantage of a textual representation when you need one.
Finally, a Data Modeling Layer Designed For Data Engineers
We built bipp’s data modeling layer to support the modern data engineer’s workflow. bipp recognizes that data is a shared asset, and engineers want to work in tools that are right for the job - and not be forced to put data all in one place. So we added key features to our Data Modeling layer...
Git Lets You Collaborate Using A Modern Workflow
bipp includes native integration with your Git repository, so your data models stay with you without any vendor-lock in, both at the transformation layer and in the analytics tool.
bipp’s Data Models Complement The Modern ELT Process
While we advocate doing as much transformation as possible at the database layer, this can only go so far. There are some relationships - like many-to-one joins and measure/metric definitions - best done at the analytics/BI layer. With bipp, you get the best of both worlds.
Auto SQL Generator Generates Optimized Queries Based On Business User’s Context
Once deployed, the data modeling layer enables bipp’s powerful ad-hoc auto-SQL generator to figure out which tables to join, and generate queries based on context. A static data model in your database alone cannot do that.
Simple Data Modeling Language - A Data Engineer’s Best Friend
bipp’s optional, easy-to-learn language reduces the complexity of your data stack and improves productivity by taking advantage of a textual representation when you need one.
Data Models And Auto SQL Generator Help Business Users Quickly Create Ad Hoc Reports
Once you’ve defined the data models using bipp’s Data Modeling Layer, you’ll save time as everyone makes decisions based on the same trusted business logic.
bipp’s data models become single sources of truth, forming a friendly layer between your database and your business colleagues. They can use ad-hoc reporting to create visualizations and trust the results as everyone is using the same language to represent critical KPIs.
Business users can analyze billions of records in seconds, and get granular, row-level answers.
They can create dashboards, trust their visualizations and easily filter them in real-time. Which means they’re making decisions based on the latest, real-time information.
Data Models And Auto SQL Generator Help Business Users Quickly Create Ad Hoc Reports
Once you’ve defined the data models using bipp’s Data Modeling Layer, you’ll save time as everyone makes decisions based on the same trusted business logic.
bipp’s data models become single sources of truth, forming a friendly layer between your database and your business colleagues. They can use ad-hoc reporting to create visualizations and trust the results as everyone is using the same language to represent critical KPIs.
Business users can analyze billions of records in seconds, and get granular, row-level answers.
They can create dashboards, trust their visualizations and easily filter them in real-time. Which means they’re making decisions based on the latest, real-time information.
Want to make a robust data model without any coding?
