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Data Reconciliation

Comprehensive Automated Testing for Cloud Data Validation and Data Reconciliation

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Data Reconcilliation

Benefits of using Data Reconciliation Tools

DataOps suite offers easy to use wizards to generate tests for automating the testing of Data Reconciliation thus ensuring 100% Data Validation.

Compliance

Comply with industry specific regulations by ensuring trustworthy data across systems

Better decision-making

Empower organizations in making better decisions based on reconciled data across systems

Increased efficiency

Drive enterprise efficiency by automating reconciliation tasks across systems

Key Features

Application Reconciliation

Pipeline Automation

Drag and Drop capabilities to build testing pipelines in production to ensure that master from Master Data Management systems flows as expected into further downstream systems

Cross-System Comparison

Drag and Drop capabilities to compare operational data across multiple systems such as Salesforce & SAP. This ensures that data between System of Record and System of Engagement is consistent and as expected

Migration Data Validation

Drag and Drop capabilities to test successful reconciliation of data after migration from legacy to next generation applications. As an example, customers move from Oracle EBS to Oracle Fusion ERP systems or financial systems. In such scenarios, it is mandatory for the data to move as expected to the target systems

Application Reconciliation
Data and BI Reconciliation

Data and BI Reconciliation

Reporting Consistency

Reconciliation between data displayed in Reporting Systems such as Power BI or Tableau and back-end systems such as Oracle Fusion Cloud Applications

Functionality Validation

Reconciliation of data from Reporting Systems and historical data sets to ensure that new capabilities do not disrupt existing functionality or existing transformations

KPI Regression Check

Reconciliation of historical KPIs to ensure that there is no regression in existing systems

Scheduling & Reporting

Pipeline Automation

Scheduling and automation of reconciliation pipelines to trigger tests after ETL/ELT jobs are executed

Custom Reports & Dashboards

Custom reports and dashboards to address organizational reconciliation needs and deliver reports to senior management

Remediation & Re-run

Remediation and Re-run capabilities to address issues identified in the system and re-run the reports to ensure successful mitigation of issues

Scheduling & Reporting

Case Studies

Our clients receive great value from our data validation solutions

ETL Automation and Validation

How a French Consumer Brand Automated Testing and Cut Migration Time by 60%

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Powering a Midwest Insurer’s Financial Reconciliation

Premiums Faster: Datagaps Powers A Midwest Insurer's Financial Reconciliation

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Other BI Platforms Supported

BI Validator – BI Testing Tool to automate the testing of the following BI Platforms : Oracle Analytics, Power BI & Tableau

Oracle Analytics - BI

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Tableau - BI

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Reduce your data testing costs dramatically with BI Validator –

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Resources

14 Days Free Trial
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Documentation
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Blogs/Videos

APCD-Submissions-Automated-Solution-for-High-Data-Quality

Get Flawless High Data Quality in APCD Submissions: Automated Data Validation Solution 

Why ERP Implementations Fail — And How Testing Automation & Data Validation Fix It

ERP Implementations Still Fail at Alarming Rates – Here’s Why Testing Automation With Robust Data Validation Is the Fix

Automate SAP Material Master Testing in S/4HANA Migration

Testing Automation of Material Master in SAP During Migration to S/4HANA

Introduction to the Platform: Data Quality Monitor
From Mismatches to Mastery: The Future of Data Reconciliation
Enterprise Data Quality Monitoring

DataOps Suite Data Quality Monitor - 14 Days Free Trial

DataOps Suite – Data Quality Monitor helps define data rules using an easy-to-use web interface and share the results with your business users.
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Data Quality Monitor

Continuously assess, score, and improve your enterprise data quality using rule-based and AI-powered validation
Automated Data Quality Checks at Scale

Validate uniqueness, completeness, domain accuracy, and detect orphan records.

AI-Driven Anomaly Detection and Alerts

Identify data drift and outliers using ML-based statistical methods and IQR-based profiling.

Low-Code Rule Configuration with Data Rule Wizard

Create and deploy validation rules quickly without coding, even across large datasets.

Graphical Scoring and Monitoring Dashboard

Visualize data quality trends across models, tables, and records with actionable insights.

CI/CD and Cloud Integration Ready

Enable continuous validation across pipelines using integrated APIs and DevOps compatibility.

Test Data Manager

Generate high-quality synthetic test data securely while maintaining regulatory compliance with HIPAA, GDPR, and CCPA
AI-Powered Synthetic Test Data Generation

Automatically create realistic data based on patterns in production while masking PII/PHI.

Reduced Cost and Time for Test Data Preparation

Eliminate manual rule-writing and speed up test readiness for complex use cases.

Support for Diverse Data Formats and Models

Generate millions of records in JSON, XML, CSV, relational, or hierarchical formats.

Secure, Policy-Driven Data Masking

Ensure sensitive fields are protected using deterministic, reversible, or random masking.

Flexible Deployment Across Cloud or On-Prem

Deploy within your secure environment and integrate into automated pipelines seamlessly.

ETL Testing

Maximize the efficiency, quality, and reliability of your data pipelines through intelligent automation, validation, and scalability.
100% Data Validation Across Pipelines

Validate billions of records using Spark-powered parallel execution across on-prem and cloud sources.

Accelerated Migration and QA Cycles

Reduce migration testing time by up to 60% and QA costs by 30% with automated workflows.

Automated Metadata and Transformation Testing

Detect schema mismatches and ensure business rules are correctly applied via AI-assisted validation.

Seamless Collaboration and Governance

Enable role-based access, ALM integration, and shareable web reports to unify cross-team efforts.

Low-Code/No-Code Test Creation with AI

Empower both technical and business users to build, schedule, and execute validations using prompt-based automation.

BI Validator

Ensure accuracy, performance, and security of your Business Intelligence dashboards and reports across platforms like Tableau, Power BI, and Oracle Analytics
Automated Regression Testing Across BI Reports

Detect broken visuals or logic changes post-upgrade and data refreshes.

Cross-Platform Validation of Reports and Dashboards

Compare visuals and data across environments and BI tools with zero manual effort.

Performance and Load Testing for BI Assets

Simulate concurrent user access to measure response times and report load failures.

Access and Security Validation

Ensure only authorized groups have access to the correct records and reports.

Aesthetic and Metadata Change Detection

Identify formatting inconsistencies, filter changes, and layout drift with each release.

Products

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DataOps Suite

Intelligent Data Validation and Analytics Testing Platform with Agentic AI.

ETL Validator automated ETL testing tool

ETL Validator

Automated Data Validation and ETL Testing with Agentic AI.

BI Validator automated BI testing tool

BI Validator

Smarter BI Validation For Power BI, Tableau, Oracle Analytics – Accelerated by AI Agents.

Data Quality Monitor software

DQ Monitor

Proactive Data Quality with Agentic AI – Predict, Prevent, Govern.

Test Data Manager software

Test Data Manager

Generate compliant and realistic test data for all your testing needs, enabled by Agentic AI.

Solutions

Use Case

Data Migration Testing
Data Observability
Data Reconciliation
Data Quality Testing
Compliance
APCD Solutions

Cloud

Snowflake
Databricks
Azure Synapse
Salesforce
APCD Solutions

Analytics

Power BI
Tableau
Oracle Analytics

Industry

Healthcare
Financial Services
Life Sciences
Retail
Higher Education
Compliance Solutions
Datagaps DataOps Data Observability Tool

Data Observability

Data Reconciliation tool

Data Reconciliation

Resources

Data Testing Concepts

ETL Testing
BI Testing
Flat File Testing
Data Testing
Database Testing
Data Migration Testing
Data Warehouse Testing
DW Testing Checklist

Academy

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Pricing

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ETL Validator Free Trial
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Test Data Manager Free Trial
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