Data Pipeline Automation as a Service (DPAaaS)

DPAaaS

Data Pipeline Automation as a Service (DPAaaS)

Organizations have many external and internal data sources that are integrated, cleansed, and transformed into analytics ready datasets using batch ETL/ELT data pipelines. The end-to-end data pipeline lifecycle phases (planning, building, and operating) are very inefficient and failing to drive business values because of the following reasons:

Too complex and time-consuming adoption of the solution

Too many tools and technologies to connect – resulting siloed tools, people, process, and data

Too long time to insight from data

Takes too long to identify and fix the root causes for broken data pipelines

Too expensive

Too many disconnected tools, process to maintain

Too many dependencies on complex technology skills and data SMEs

Too many challenges with data quality – Garbage in and Garbage Out (GIGO)

Too wide gap in trust of business that IT delivers

xAQUA® Solution

Disconnected and inefficient Data Pipeline Lifecycle Process – Plan, Build and Operate

Too many disconnected tools and technologies

Requires experience and skills on diverse set of complex tools and technologies

Critical dependencies on data engineering team for data preparation

Analytics ready data not available on a timely manner

Poor data quality
Poor data trust level

xAQUA® Solution

xAQUA® Composer delivers complete out of the box solution for Data Pipeline lifecycle phases – Planning, Building and Operating. It’s an Integrated, Automated, and Simplified solution for self-service low code/no code Data Pipeline Automation (DPA) on Apache Airflow Platform.

Key Solution Objectives:

  • Deliver a “Solution” not a “Tool” – xAQUA UDP takes a “Solution Centric” approach as opposed to traditional “Tool Centric” approach. xAQUA 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 team. No siloed tools, data, people, and disconnected processes.
  • Focus on “Outcome” – drive 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.
  • Simplify – the complex data problems to make data everyone’s business by abstracting the complex technology solution behind highly interactive User Experience (UX) and self-service low code/no code solution.
  • Make data everyone’s business – Empower everyone in team with self-service data operations and eliminate the hidden cost and risks from critical dependencies on complex technology skills and handful of data Subject Matter Experts (SMEs). 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.
  • Enable data culture via democratization and collaboration – xAQUA® 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).
  • Do more for less – Deliver your first MVP just in few days. xAQUA Composer tremendously improves the productivity of the entire data team using out of the box integrated and automated low code/no code solution. This helps you to substantially reduces the time, cost and risks for your data integration and analytics projects.
  • Enable quick adoption – Be productive from day 1. No complex technology integration needed to get started.
  • Win trust of business – Adopt Quality First Approach to efficiently deliver data products with quality and trust
  • Enable Maximizing Investment on Business Value Creation: allow business to focus on innovating and delivering data products and driving business values rather than struggling with exponentially growing complex technology debts.

Delivery your first MVP at the end of first sprint using our self-service low code/no code platform!

xAQUA® Solution
We did the hard part by integrating and hiding complex technologies behind a highly interactive user interface for rapid self-sevice low code / no code delivery. Now you can start being productive from day 1!
xAQUA® Solution
Maximize your investment on delivering and innovating data services & insights instead of dealing with complex technology problems!

The xAQUA® Way

10x Factors that Enable Enterprise Data Culture

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10X Superior

Data & analytics team productivity

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10X Efficient

Maintenance & operations

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10X Quicker

Adoption – be productive on day one

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10X Faster

Time to insights – deliver in minutes, not months

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10X Cheaper

Cost of ownership – get more for less

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10X Better

Data quality, reliability, & trust on data products
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10X Improved

Monetization of data assets via democratization

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10X Sophisticated

Management & governance of data

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10X Lower

Risk on S&P and critical dependencies on technology & SMEs

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10X Simpler

Make your data everybody’s business

The Solution: xAQUA® Unified Data Platform (UDP)

xAQUA® Composer delivers the necessary capabilities out-of-the-box for your data team to collaborate and compose, deploy, manage, and monitor data pipelines at scale without writing code and rapidly deliver reliable trusted data whenever needed and wherever needed.

Our Data Pipeline Automation as a Service (DPAaaS) is powered by integrated Metadata Knowledge Graph, Data Catalog Embedding, Data Quality Management, and Augmented Intelligence, xAQUA ® UDP is designed to increase productivity throughout the end-to-end Data Operations lifecycle – Planning, Building and Operating.

The Solution: xAQUA® Unified Data Platform (UDP)

Rapidly process data and deliver insights using the low code/no code full lifecycle Data Pipeline Automation platform. Compose, deploy, run, test, manage & monitor your data pipelines with a xAQUA®.

DPA

COMPOSE

DPA

DEPLOY

DPA

RUN

DPA

TEST

DPA

MANAGE

DPA

MONITOR

Compose and deploy Data Pipelines on Apache Airflow

No coding required

xAQUA® Solution

Simplify for Self-Service

Low code/no code drag and drop data pipeline composition.
xAQUA® Solution

DataOp Automation

Create, modify, version, deploy, run and monitor your data pipeline.
xAQUA® Solution

Manage and Govern Data Pipeline as a Data Asset

Search, manage permission, share, and collaborate.
xAQUA® Solution

Accelerate the Time to Delivery

Rapidly compose, deploy and run multi-cloud data pipelines at scale.

Compose, Deploy and Run your ETL/ELT Pipelines at Scale on

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Without writing any code!

xAQUA® Composer allows you to compose data pipelines for Apache Airflow using low code/no code drag and drop workflow editor as Directed Acyclic Graph (DAG). The python script for the DAG is automatically generated that you can deploy to an environment with few clicks.

  • Low code/no code Data Pipeline orchestration using Apache Airflow.
  • No Python coding required for Airflow DAGs.
  • 1000s+ of built-in operators.
  • Integrated Data Pipeline and Operator’s Repository.
  • Built-in data pipeline templates for ETL and other data integration workflows.
  • Automated Version Control and Deployment.
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Efficiently Manage Data Pipeline Lifecycle.

Under one platform.
Manage Operators and, Data Pipelines/DAGs with an integrated repository for version control and automated CI/CD pipeline for continuous integration, testing, and deployment. The xAQUA® Composer allows the Data Engineers to efficiently manage the end-to-end lifecycle of the Operators and the Data Pipelines using the highly intuitive and efficient user interface.

UDP-Catalog

How xAQUA® UDP Drives Customer Values

Increase Data Engineering Team Productivity

Quick Adoption

Compose and deploy your first data pipeline on Apache Airflow on Day 1

Simplified for Self-Service

Low Code/No Code Drag and Drop Composition of Apache Airflow DAGs.

Visual Operator/Task Configuration

Visually configure your ETL/ELT operators to perform complex jobs without writing code

Operator Registry

You can Drag and Drop all operators including Airflow, Providers, and Custom Operators from the Operator Registry.

Designed to Scale

Separate DAG orchestration from task processing. Out of the Box Spark Jobs for ETL/ELT processes with massive volume of data.

Large Volume of Data Flow between Tasks

Out of the box solution to pass massive volume of data from one task to the other. No more living with XCOM push restrictions

Ensure Quality and Trust on Outcome

Task Contract Enforcement

Detect the schema change impact automatically in design-time and run-time.

Data Quality

View data profile, enforce and ensure data quality in every step of data pipeline.

Data Integrity Enforcement

Our out-of-the box ETL solution automatically infers schema during design time and runtime and ensures the data integrity of your target database.

Master Data Quality

Ensure Quality of your Patient or Customer data while bringing data to the MDM Repository or target data stores/Data warehouses using our Probabilistic Entity Resolution UDF for Apache Spark.

Observability

Know in minutes why your data pipeline broken, see the historic performance of pipelines, SLAs, detect anomalies and send alerts.

Increase Data Operations Team Productivity

Automated Host Deployment

Deploy Host, Apache Airflow and Spark Clusters on Kubernetes with few clicks.

Automated DAG Versioning

Manage DAG Versions DAG automatically with integrated GitHub repository

Automated DAG Deployment

Deploy DAGs on your environments with few clicks with our integrated and automated CI/CD pipelines.

Team Collaboration and Access Control