Innovate your digital transformation journey with Big Data, Analytics, and ML/AL

How xAQUA® drives value for everyone

FEATURES
TRADITIONAL SOLUTION
WITH xAQUA® UNIFIED APPROACH

Approach

“Tool Centric” approach
Tool centric approach resulting large numbers of siloed tools, data and disconnected inefficient data operations processes.

92% f the companies cite people, processes, and culture as principal big data challenges!

“Output” focused, inefficient to drive Customer values
Tool centric approach more focused on “output” instead of “outcome” and often fails to drive customer values.

“Solution Centric” ApproachxAQUA UDP takes a “Solution Centric” centric approach as opposed to traditional “Tool Centric”  approachxAQUA UDP is an integrated and automated “All-in-One” solution platform for Enterprise Data Operations that delivers  the required capabilities  for enterprise data operations, analytics, management and governance out of the box – One platform for the entire teamNo siloed tools, data, people and disconnected processes.

Customer value

"Output" focused, inefficient to drive Customer values Tool centric approach more focused on "output" instead of "outcome" and often fails to drive customer values.

"Outcome" focused, drives Customer Values via efficient monetization. xAQUA Unified Approach takes a "Product Centric" approach to deliver reliable and trusted Live Data as a Product (LDaaP) to the Data Consumers to drive Customer Values via efficient monetization.

Critical technology
dependencies – time,
hidden costs, and
risks

Highly dependent of exponentially growing complex technology skills In traditional approach, the Data Leaders, Data Scientists and Business users need to depend on technology team for integrated, reliable and trusted datasets. Exponentially growing challenges with technology skills and complexities is one of the critical barriers to data-led innovation.

Empower everyone in team with self-service data operations xAQUA® UDP empowers businesses to perform self-service data preparation and analytics through highly interactive user interface and low code/no code solution and eliminates the critical dependencies on complex technology skills.

Critical dependencies
on Subject Matter
Experts (SME)
– time, hidden costs,
and risks

Highly dependent of handful of SMEs, key inhibitor for data driven culturePer Gartner, only 15% of companies qualified as a top-tier data culture in 2022! Traditional method relies on handful of Subject Matter Experts (SME) for data knowledge. This is one of the key inhibitor for establishing a data driven culture.

Enabling Data Culture via Democratization and CollaborationxAQUA® UDP providers a center place and a collaboration platform for your entire team to search, discover, access, catalog, enrich, transform, curate, share, analyze, visualize, manage, and govern your enterprise data assets. Our democratization and collaboration platform eliminates critical dependencies, hidden costs and risks caused by critical dependencies on technology skills and limited number of Subject Matter Experts (SME).

Adoption, onboarding,
and learning curve

Requires substantial investment of time and money for adoption Requires substantial time investment to learn diverse set of tools and technologies causing lengthy adoption timeline and investment.

Be productive from day 1xAQUA UDP is a low code/no code platform enabling less technology savvy users to perform self-service data operations from Day 1.

Time-to-delivery

Takes too long to deliver reliable trusted data to the consumersTakes too long to deliver integrated, clean, curated and trusted data to the data consumers.

Accelerated Time-to-Delivery via Integration and Automation Accelerate time to Insight from Data at scale! DIY – Compose, deploy, run, test, manage & monitor your data pipelines with our Low Code/No Code full lifecycle Data Automation Platform as a Service (DPAaaS). Both in Real-time and in Batch mode – at scale.

Observing and enforcing, and ensuring Data Quality and Trust

Lack integrated solution for Observing, measuring and enforcing Data Quality in every step of data preparation 89% of executives cited “a high level of data quality” as key to business success! 75% of the executives admit they do not have a very high level of trust in their data!

Deliver with a Certificate of Trust using our Data Quality First ApproachOur out of the box solution enables you to ensure data quality in every step of your data preparation by observing, enforcing and measuring data quality while treating the Data Model and Metadata as the First Class Citizens.

Managing Quality of Master Data and Reference Datasets

Lack of integrated solution for observing, enforcing and measuring quality of Master datasetsTraditional approach incorporates disconnected Master Data Management (MDM) tools requiring manual time consuming integration process.

Ensure the Quality of you Master Data and Reference DatasetsxAQUA UDP’s integrated out-of-the box Entity 360 solution enables you to iteratively manage the quality of your Master Data and Reference Datasets using our Subject Centric Approach! Establish Multi-domain Master Data Hub that integrates ETL/ELT process with out-of-the box  Probabilistic Entity Resolution (PER) mechanism to eliminate duplicate Master (Customer/Patient etc.) data.

Data Pipeline Observability

Data pipeline observability challengesIn traditional approach, separate tools need to be integrated and complex custom code needs to be written to address many challenges such as:1. Not sure what’s going on with my data pipeline2. Takes weeks/months to analyze and fix a broken data pipeline3. Performance, SLA Monitoring4. Alerting

Integrated out of the box solution for Data Pipeline Observability.xAQUA UDP’s takes proactive approach to reduce the data pipeline errors by enforcing validation of task contracts, formats, connectivity etc. in both design time and in run-time with alert actions. It delivers integrated out-of-the box solution to manage and monitor data pipelines using automated audit, logging, dashboard.

Operations and Maintenance

Custom Ops automation required for automated iterative delivery1. Takes too long to make changes to the data pipelines2. Reuse of data pipelines – treat as asset3. Automated versioning4. Automated deployment

Out of the box solution for Ops integrationxAQUA UDP allows you to create environments, deploy containerized platform and data pipeline components in a Kubernetes cluster just with few clicks.