IZAC is your customized unified data exchange platform which sources, transforms and visualizes every type of data – structured, semi-structured and unstructured. IZAC enables data democratization through easy and fast rule based data asset sharing, allowing non-specialists, decision makers to work independently on data by letting them find and consume data seamlessly. IZAC has inbuilt machine learning algorithms to drive the data models into artificial intelligence product.
User Access and Role Management
You can define roles of access for the data exchange system.
IZAC helps you to map the organisational hierarchy for the approval process of data assets.
An administrator can create and define new roles like data producer, data developer, data consumer and others.
An administrator can add users to specific roles, restrict and validate user access.
Data Extraction
Users can define specific connectors for their diverse set of structured, semi-structured and unstructured data sources.
Users can preview data structures at the sources and publish data independently.
Data is stored in a persistent, immutable manner within the platform and hence, can be used anytime in the future with proper data lineage, without depending on the source system.
IZAC has the capability to capture change data from a source (insert/delete/update).
Deletion of data at source does not lead to deletion within IZAC.
Data extraction is continuous and real-time, and the results can be viewed and analysed in real time.
There is no restriction on the number of data pipelines for data extraction; related statistics are available in real time.
Statistics like null counts, min, sum, max, etc. are visible in real-time.
Data deletion can be timed.
Data Transformation
Users can define data transformation workflows in real-time. Users can perform transformations using a web-based drag and drop tool, without any complex scripting, and publish the enriched data sets.
IZAC supports transformations including data preparation, data cleansing and filtering.
Data transformations are independent of source and destination systems.
All transformed data is stored within IZAC.
Data Sharing
IZAC supports data sharing with different members of the same organization.
IZAC can restrict access to data assets to particular users within the platform.
Users can review data assets before sharing, users can use data assets published by other users and users can push data to the database of their choice.
Data once shared can be made immutable.
Data Marketplace
Users can explore published data assets along with the data asset features.
All published data assets have the right documentation about their data and are real-time.
Users can subscribe to data assets in the marketplace.
All consumers of data have the same view of data.
Data Warehousing Extended Capability
IZAC extends capability to sync to Data Warehouses and Databases.
A user can perform arbitrary SQL queries on historical data, including slicing and dicing.
Users can analyze real time data along with historical data. Users can perform the aggregation in real time.
The data warehouse is scalable and can provide the most results in less than 60 seconds.
The data warehouse can integrate with other systems.
Advanced Analytics (Extended Capability) & Visualization
IZAC supports machine algorithms for optimization problems, projections, benchmarking, relationship analysis, trend analysis, classification and clustering,
IZAC supports querying relational and non-relational data for employing iterative machine learning algorithms and other arbitrary computations.
IZAC supports analytics queries to provide a summary view of data, cross-referencing multiple data sets.
IZAC performs in-memory processing and analytics on real-time data in real-time.
IZAC has an intuitive interface to explore and visualise datasets and create interactive dashboards.
It supports ad hoc data exploration and self-service dashboards.
Governance and Audit
IZAC provides role-based access to data catalogue objects, meta-data administration, dashboards and exception management.
It provides source-to-target visualisation of data movements and transformations—right from a high-level view, and thereafter, users can drill down into specific data assets.
Users can track every query made on the platform.
IZAC has detailed logs for auditing and troubleshooting.
IZAC is an ISO 9001 and ISO 27001 certified product—it enables organisations to meet their GDPR and other leading compliances across the world.
Workflows and Scheduling
IZAC can define schedules and workflows via a graphical user interface.
IZAC can pause, resume and rerun failed workflows and jobs.
You can monitor the progress of executed workflows, statistics and logs on IZAC.
You can establish a marketplace for data publishers and data subscribers to collaborate using IZAC.
Data Quality
IZAC uses the open source framework Deequ for verifying the quality of many large production datasets.
Dataset producers can add and edit data quality constraints.
The system computes data quality metrics on a regular basis (with every new version of a dataset), verifies constraints defined by dataset producers, and publishes datasets to consumers in case of success.
In error cases, dataset publication can be stopped, and producers are notified to take action.
Data quality issues do not propagate to consumer data pipelines, reducing their blast radius.
