How does DataOps Suite validate schema conversion when migrating from a legacy CRM like Siebel or Microsoft Dynamics to Salesforce?

DataOps Suite's schema conversion validation compares the migration mapping specification against the actual Salesforce object and field definitions once the target schema has been configured — flagging any field where the data type, field length, required flag, or picklist value set does not match the expected mapping. For example, it detects a legacy free-text status field incorrectly created as a Text field instead of a Salesforce Picklist, or a numeric field where precision was lost in conversion. This ensures schema configuration issues are identified and corrected before the full data load begins, preventing structural defects from propagating into migrated CRM records.

How does DataOps Suite test data integrity and completeness after migrating CRM records to Salesforce?

DataOps Suite validates post-migration completeness at three levels: aggregate-level record count comparison for each migrated Salesforce object to detect dropped or duplicated records; profile-level field statistics comparison including count, count distinct, null count, and value distribution to surface anomalies; and row-level full record-by-record comparison using the ELV engine, matching source and Salesforce records by a defined key field and identifying exactly which records are missing, extra, or contain field-level mismatches. All three levels run as a single automated test plan with results published as a shareable report after each migration batch.

How does DataOps Suite validate referential integrity and relationship data after a Salesforce migration?

DataOps Suite validates referential integrity by checking that every Lookup and Master-Detail relationship field in the migrated Salesforce records contains a valid, non-null Salesforce record ID that resolves to an existing parent record — for example, verifying every migrated Contact's AccountId maps to an Account that exists in the org, and every Opportunity's associated Contact roles resolve to migrated Contact records. Any broken relationship is flagged with the object name, record ID, and the specific relationship field that failed, giving the migration team a targeted list of records requiring remediation.

How does DataOps Suite automate ELT transformation testing for Salesforce integration pipelines that move data between Salesforce and a data warehouse?

DataOps Suite automates transformation testing for Salesforce integration pipelines by configuring source-to-target test cases that validate the specific transformation logic at each step. For Salesforce-to-warehouse flows, it validates that Salesforce field values — including formula field outputs, currency conversions, and picklist labels vs. API values — are correctly transformed as they land in the warehouse target schema. For warehouse-to-Salesforce write-back flows, it validates that enriched scores or calculated fields are correctly mapped back to the right Salesforce custom fields on the right records, flagging any transformation defect with the source record, expected value, and actual target value.

How does DataOps Suite validate data ingested into Salesforce from external source systems for data quality and source consistency?

DataOps Suite validates each Salesforce ingestion batch at two levels. For data quality, it applies configured rules immediately after each load — completeness checks for required fields, uniqueness checks for external ID fields to detect duplicate upserts, validity checks for picklist values, and cross-field business rules. For source consistency, it performs a source-to-Salesforce field-by-field comparison using the ELV engine, catching silent data alterations introduced by integration middleware, Salesforce Process Builder automations, or Apex triggers that modify field values upon record creation.

How does DataOps Suite perform regression testing of Salesforce reports and dashboards before and after a migration or platform upgrade?

Before a Salesforce migration or major platform change, DataOps Suite captures a baseline snapshot of key Salesforce report and dashboard outputs — record counts by segment, pipeline values by stage, open case totals, and other key business metrics. After the migration or upgrade, DataOps Suite re-executes the same reports and compares new output against the pre-change baseline. Any metric returning a different value is flagged as a regression with the specific report, the pre-change value, and the post-change value — giving Salesforce admins documented, automated proof of whether business-critical reports were impacted.

How does DataOps Suite test the performance of Salesforce reports and dashboards under concurrent user load?

DataOps Suite's Salesforce performance testing simulates a defined number of concurrent users each loading the same set of Salesforce reports or dashboards simultaneously, measuring report load times, SOQL query execution durations, and failure rates under load. Results identify whether Salesforce report performance meets response time SLAs expected by business users under peak usage conditions. Performance results are stored per run, allowing teams to compare configurations over time and prioritize query optimization or report simplification for reports that consistently exceed acceptable response times.

How does DataOps Suite reconcile Salesforce CRM data against a downstream data warehouse or BI system to detect discrepancies?

DataOps Suite connects simultaneously to Salesforce — querying Opportunity, Account, or custom object data via SOQL — and to the downstream data warehouse, then compares the two datasets record by record. Any Salesforce record missing from the warehouse, any field value that differs between the two systems, or any aggregated metric that does not match is flagged with the specific object, field, and record ID. This reconciliation can be scheduled to run automatically after each Salesforce-to-warehouse sync, giving data teams continuous assurance that reporting data accurately reflects the live Salesforce CRM state.

How does DataOps Suite automate data quality testing for ongoing Salesforce data health monitoring using data quality rules and observability?

DataOps Suite's ongoing Salesforce data quality monitoring uses two complementary layers. Rule-based quality checks enforce known business constraints — completeness for required CRM fields, uniqueness for external ID and email fields, validity for picklist values, and cross-field rules such as ensuring every Closed Lost Opportunity has a populated Loss Reason — firing on a configured schedule. Data Observability layered on top applies ML-based anomaly detection to catch unknown issues such as unusual spikes in opportunities moving directly to Closed Won, sudden drops in newly created Leads, or unexpected increases in blank Account Industry fields that no explicit rule was written to detect.

How does DataOps Suite support end-to-end testing of the entire Salesforce data pipeline from source ingestion through CRM records to downstream report consumption?

DataOps Suite covers the complete Salesforce data lifecycle in a single integrated test framework — validating incoming data from external systems at the ingestion layer, testing integration pipeline field mapping and transformation logic, performing source-to-Salesforce row-level comparison at the CRM data layer, and validating both functional accuracy and performance of Salesforce reports and downstream BI dashboards at the reporting layer. A single DataOps Suite test plan can be scheduled to run automatically after every integration pipeline execution, covering all layers in one automated run.

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DataOps Suite

The complete platform

Data Quality Monitor

Continuous quality monitoring

ETL Validator

ETL, ELT and migration testing

BI Validator

Dashboard and report testing

Test Data Manager

Compliant synthetic test data

Platform Overview

See how it works

DataOps Suite

Data Quality and Agentic AI platform that validates, reconciles, scores, monitors and remediates data from ingestion to BI and AI.

Why one platform

Agentic AI-powered test and rule creation

Agents generate data quality rules, validation tests and SQL from prompts, with your approval.

Data quality score per dataset

Shows the current score, what changed since the last run and the failing records behind it.

Validation and observability inside the pipeline

Every load is compared with its source, transformations are tested against business logic, and freshness, volume and schema changes are monitored.

Reports that match the source

Dashboard figures are compared with the source data behind them before users see them.

Test data without real records

Synthetic data that mirrors production replaces sensitive records in test environments.

Quality gates for releases

Pipeline and report changes are tested before they go to production.

Data Quality Monitor

Continuously profiles, validates and scores enterprise data, with Agentic AI that recommends rules and flags anomalies, so analytics and AI run on trusted data.

Capabilities

AI-recommended DQ rules and scoring

Agents suggest completeness, validity and uniqueness rules, with scores down to the column.

Data profiling

Analyzes distributions, patterns and frequencies to surface outliers.

AI-based observability

Agents monitor pipelines end to end, detect anomalies and suggest fixes.

Data catalog

Organizes models and tables in one catalog, with AI-drafted descriptions.

Data lineage

Traces data from origin to destination through every transformation.

Data quality issue tracking

Assigns every failing record to an owner and tracks it to resolution.

ETL Validator

Automates ETL/ELT testing, with Agentic AI that builds tests from mapping docs, confirming every record arrives complete, accurate and correctly transformed.

Capabilities

AI-generated ETL tests

Turns mapping docs into checks for joins, transforms and edge cases.

Source-to-target validation

Matches loaded data to the source, down to record counts and required fields.

Transformation validation

Verifies business logic with SQL, Python or Scala.

Migration validation

Checks schema, row counts and integrity for cloud migrations.

Metadata change audit

Catches schema and metadata discrepancies before they break pipelines.

Root cause and adaptive tests

Pinpoints where data broke, and agents update tests when mappings change.

BI Validator

Automates testing and governance for Power BI, Tableau and Oracle Analytics, with Agentic AI that builds tests from plain English and keeps reports accurate and reliable.

Capabilities

AI-created BI tests

Describe a test scenario in plain English, and agents build it.

Visual-to-source comparison

Compares the data behind every visual to the source using auto-generated SQL.

Regression and upgrade checks

Pixel-level comparisons across environments, with AI summaries of what changed.

Measure logic checks

Converts BI measures and calculations to SQL to confirm KPI logic.

Performance and load testing

Simulates concurrent users and measures load and refresh times.

BI governance

Finds unused measures, duplicate reports and orphaned tables.

Test Data Manager

Uses Agentic AI to detect and mask sensitive data and generate synthetic data that mirrors production, so teams can test without exposing real records.

Capabilities

AI synthetic data generation

Learns patterns from a small sample to create production-like data.

PII discovery and masking

Detects PII and PHI and replaces it with realistic fake values.

Relationship-aware data

Keeps linked tables connected with referential integrity.

Millions of records in minutes

Scales for load, stress and performance testing.

Multi-format output

CSV, Parquet or JSON, or loaded straight into test databases.

Compliant by design

Cloud or on-prem, supporting GDPR and HIPAA requirements.

Data Quality Use Case

The problem to solve

Cloud platforms

Warehouses, lakes and CRM

BI and analytics

Dashboards and reports

ROI calculator

Estimate the time and cost you’ll save.

Data Quality Use Case

Start from the outcome your team needs, with Agentic AI doing the groundwork.

Data Migration Testing

Proves data moved intact from legacy and on-prem systems to new platforms through cutover.

Data Reconciliation

Finds missing, mismatched, orphan and duplicate rows between source and target.

Data Observability

Tracks freshness, volume and schema changes across pipelines, with AI agents tracing root causes.

Data Remediation

Routes failing records to owners, suggests fixes and tracks each one to resolution.

Data Compliance

Audit-ready evidence for SOX, HIPAA, GDPR, CCPA, FERPA, NAIC and MAR.

AI Ready Data

Validates the data feeding ML models and catches drift before retraining.

Cloud Platforms Use Case

Validate and monitor data and its quality on the platforms you already run, backed by Agentic AI.

Snowflake

Validates and scores data inside Snowflake with SQL pushdown, catching schema drift and migration gaps.

Databricks

Validates Delta Lake tables from Bronze to Gold inside notebooks, with results in Unity Catalog.

Microsoft Fabric

Validates Fabric data from OneLake ingestion through Lakehouse and Warehouse to Power BI semantic models.

Azure Synapse

Validates Synapse migrations and Medallion-layer transformations, with tests running in Azure DevOps.

Salesforce

Checks Salesforce objects, uploads and updates for completeness and quality on every migration and ingest.

BI and Analytics Use Case

Keep every report accurate across your BI tools, as Agentic AI builds the tests for you.

Power BI

Matches visuals to source data and tests DAX, slicers and row-level security from Dev to Prod.

Tableau

Matches dashboards to source tables, checks calculated fields and row-level security, and catches drift across versions.

Oracle Analytics

Matches analyses to SQL results, tests subject areas and permissions, and validates OBIEE to OAC migrations.

Financial services

SOX, BCBS 239 and NAIC MAR

Healthcare

HIPAA, EHR migration and APCD

Life sciences

GxP and 21 CFR Part 11

Manufacturing

ERP migration and supplier data

Retail and utilities

Settlement, pricing and NERC CIP

Higher education

FERPA, IPEDS and research data

Banking, Financial Services, and Insurance (BFSI)

Stop reporting errors before examiners find them, with every number traced from core system to board dashboard.

How Datagaps helps

Core platform migrations

Cut over banking and insurance platforms, including mainframe to cloud, without losing a record.

Regulatory reporting

Hold submissions until the data meets quality thresholds.

Financial reconciliation

Match GL to subledger automatically, with every break flagged.

Risk and credit data

Catch drift before risk, lending and pricing models degrade.

Dashboard attestation

Prove capital and board dashboards match the warehouse.

Healthcare

Keep claims and clinical data accurate through every migration, without exposing patient records in testing.

How Datagaps helps

EHR migrations

Confirm every record survives the move to Epic, Cerner or Oracle Health.

Claims data quality

Catch errors in claims and remittance feeds as they arrive.

APCD submissions

Check every file against state templates before you submit.

Clinical dashboards

Catch KPI and report changes after every refresh.

Provider directories

Keep provider listings accurate, current and audit-ready.

Life Sciences

Catch issues in clinical and real-world data before submission, and keep trial subject data out of test environments.

How Datagaps helps

Clinical data migrations

Move EDC, CTMS and LIMS data to the cloud without losses.

CRM migrations

Keep rebate calculations right through Veeva and Salesforce moves.

Pharmacovigilance data

Catch adverse event data issues before regulatory submission.

Commercial and clinical dashboards

Trace every KPI back to source clinical and lab records.

De-identified trial data

Keep subject data out of test, analytics and AI environments.

Manufacturing

Avoid broken ERP cutovers and supplier overpayments, and catch sensor drift before it hits production.

How Datagaps helps

ERP migrations

Move BOM, inventory and financial data across Oracle, SAP and cloud without breaks.

Supplier reconciliation

Catch overpayments and duplicate invoices with three-way PO, ASN and invoice matching.

Sensor data quality

Catch drift before it skews predictive maintenance and yield models.

Operations dashboards

Catch report breaks after every release or upgrade.

Safe ERP test data

Keep supplier pricing and production volumes out of lower environments.

Retail and Utilities

Catch settlement, inventory and pricing errors before your customers or regulators do.

How Datagaps helps

Settlement reconciliation

Match marketplace payout files to the general ledger, record by record.

Inventory accuracy

Keep POS, ERP and warehouse numbers in sync.

Pricing and promotions

Catch price and promotion mismatches across channels.

Reliability dashboards

Keep SAIDI and SAIFI reliability reporting accurate.

BI under load

Make sure reports hold up for thousands of concurrent users.

Higher Education & Research

Get enrollment, financial-aid and transcript data right before SIS cutover, before students feel it.

How Datagaps helps

SIS migrations

Validate moves from Banner or PeopleSoft to Workday Student or Ellucian.

Financial-aid reconciliation

Match aid and Bursar data to the general ledger.

Enrollment reporting

Keep census and admissions dashboards consistent from cycle to cycle.

Federal reporting

Monitor data quality ahead of IPEDS submissions.

Safe student data

Test and train AI without exposing real student records.

Trusted Data Summit

A practitioner summit focused on the validation, observability, governance, and reconciliation practices that determine whether enterprise data is ready for AI.

Save Your Spot

Nov 19th, 2026

Learn

Blog

Insights from data quality experts.

Webinars

Live and on-demand sessions.

Events

Summits and industry events.

Complete Guide

Data Quality & Data Observability

Data testing concepts

ETL, BI, database and warehouse testing.

Customers and tools

Case studies

How enterprises reach trusted data.

eBooks

Deeper insights through curated reads.

Whitepapers

In-depth research and guides.

ROI calculator

Estimate the time and cost you’ll save.

Certification

Prove your Datagaps skills.

Trusted Data Summit

Annual Data Practitioners summit.

Support

Support portal

Get help from our team.

Help center

Product docs and setup guides.

FAQs

Quick answers to common questions.

Expert services

Implementation and testing help.

Product Tour

Watch our curated demo videos.

Case study

Automating Financial and Production Data Reconciliation for a U.S. Property Insurer

A major U.S. property insurer managing 600 to 800 data interfaces and pipelines across Oracle, Oracle PeopleSoft, Guidewire, and AWS

View Case Study

Datagaps

About us

Our mission and story since 2010.

Careers

Current openings across our teams.

Life at Datagaps

Our culture and the people behind the platform.

Get in touch

Talk to sales or support.

Plans

Plans for DataOps Suite, ETL Validator and BI Validator.

Product news and DataOps insights.

Why teams trust Datagaps

100+ Enterprise Customers

Company news

Datagaps partners with Vega IT

Bringing trusted data foundations to digital and AI transformation.

Read the announcement

Technology Partners

Cloud, data and BI platforms

SI Partners

Consulting and implementation

Technology Partners

Datagaps works natively with the cloud, data and BI platforms your teams already run.

Our technology partners

SI Partners

Consulting and integration firms that deliver Datagaps validation for enterprise clients worldwide.

Our SI partners

+6 more partners

Existing partner? Register a deal

Platform

DataOps Suite

Data Quality and Agentic AI platform that validates, reconciles, scores, monitors and remediates data from ingestion to BI and AI.

Data Quality Monitor

Continuously profiles, validates and scores enterprise data, with Agentic AI that recommends rules and flags anomalies, so analytics and AI run on trusted data.

ETL Validator

Automates ETL/ELT testing, with Agentic AI that builds tests from mapping docs, confirming every record arrives complete, accurate and correctly transformed.

BI Validator

Automates testing and governance for Power BI, Tableau and Oracle Analytics, with Agentic AI that builds tests from plain English and keeps reports accurate and reliable.

Test Data Manager

Uses Agentic AI to detect and mask sensitive data and generate synthetic data that mirrors production, so teams can test without exposing real records.

See it in action →

Solutions

Use cases

Data migration testing

Proves data moved intact from legacy and on-prem systems to new platforms through cutover.

Data reconciliation

Finds missing, mismatched, orphan and duplicate rows between source and target.

Data observability

Tracks freshness, volume and schema changes across pipelines, with AI agents tracing root causes.

Data remediation

Routes failing records to owners, suggests fixes and tracks each one to resolution.

Data Compliance

Audit-ready evidence for SOX, HIPAA, GDPR, CCPA, FERPA, NAIC and MAR.

AI Ready Data

Validates the data feeding ML models and catches drift before retraining.

Cloud platforms

Snowflake

Validates and scores data inside Snowflake with SQL pushdown, catching schema drift and migration gaps.

Databricks

Validates Delta Lake tables from Bronze to Gold inside notebooks, with results in Unity Catalog.

Microsoft Fabric

Validates Fabric data from OneLake ingestion through Lakehouse and Warehouse to Power BI semantic models.

Azure Synapse

Validates Synapse migrations and Medallion-layer transformations, with tests running in Azure DevOps.

Salesforce

Checks Salesforce objects, uploads and updates for completeness and quality on every migration and ingest.

BI and analytics

Power BI

Matches visuals to source data and tests DAX, slicers and row-level security from Dev to Prod.

Tableau

Matches dashboards to source tables, checks calculated fields and row-level security, and catches drift across versions.

Oracle Analytics

Matches analyses to SQL results, tests subject areas and permissions, and validates OBIEE to OAC migrations.

ROI calculator →

Industries

Financial services

Stop reporting errors before examiners find them, with every number traced from core system to board dashboard.

Healthcare

Keep claims and clinical data accurate through every migration, without exposing patient records in testing.

Life sciences

Catch issues in clinical and real-world data before submission, and keep trial subject data out of test environments.

Manufacturing

Avoid broken ERP cutovers and supplier overpayments, and catch sensor drift before it hits production.

Retail and utilities

Catch settlement, inventory and pricing errors before your customers or regulators do.

Higher education

Get enrollment, financial-aid and transcript data right before SIS cutover, before students feel it.

Trusted Data Summit

A practitioner summit focused on the validation, observability, governance, and reconciliation practices that determine whether enterprise data is ready for AI.

Save Your Spot

Nov 19th, 2026

Resources

Learn

Blog

Insights from data quality experts.

Webinars

Live and on-demand sessions.

Events

Summits and industry events.

Complete Guide

Data Quality & Data Observability

Data testing concepts

ETL, BI, database and warehouse testing.

Customers and tools

Case studies

How enterprises reach trusted data.

eBooks

Deeper insights through curated reads.

Whitepapers

In-depth research and guides.

ROI calculator

Estimate the time and cost you’ll save.

Certification

Prove your Datagaps skills.

Trusted Data Summit

Annual Data Practitioners summit.

Support

Support portal

Get help from our team.

Help center

Product docs and setup guides.

FAQs

Quick answers to common questions.

Expert services

Implementation and testing help.

Product Tour

Watch our curated demo videos.

Automating Financial and Production Data Reconciliation for a U.S. Property Insurer →

Company

Datagaps

About us

Our mission and story since 2010.

Careers

Current openings across our teams.

Life at Datagaps

Our culture and the people behind the platform.

Get in touch

Talk to sales or support.

Product news and DataOps insights.

Plans

Plans for DataOps Suite, ETL Validator and BI Validator.

Datagaps partners with Vega IT →

Partners

Technology Partners

Explore Our Technology Partners

Datagaps works natively with the cloud, data and BI platforms your teams already run.

SI Partners

Explore Our SI Partners

Consulting and integration firms that deliver Datagaps validation for enterprise clients worldwide.

For existing Datagaps partners.

Salesforce Data Testing Automation

DataOps suite enables users to perform end-to-end data testing automation of Salesforce projects

Benefits of Automating Salesforce Data Testing

Automating Salesforce data testing streamlines data quality verification, enhances operational efficiency, and reduces the risk of errors in Salesforce data integration.

Improve Reliability of data in Salesforce

Bloor states that 64% of data migration issues arise from inadequate data mapping

Reduce Cost of Migration to Salesforce

Gartner reports that 83% of data migration projects fail or exceed budgets and schedules.

Empower users to make better decisions

Bloor Group reports that more than 80% of data migration projects run over time or over budget

Key Features

Automate Testing of Data Migration to Salesforce

Validate Schema Conversion to Salesforce

Ensure that the Data Mapping is correct and validate Schema conversion prior to migrating data to Salesforce.

Test Data Integrity and Completeness after Data Migration

Verify that all required data has been migrated by comparing data counts, data profiles & records between the Source and Salesforce.

Regression and Stress Test Reports on Salesforce

Compare the functionality and performance of reports pre and post migration to ensure that the expectations are being met.

Automate Salesforce ELT Testing

Automate Salesforce Transformation Testing

Ensure that the Salesforce ETL and ELT pipelines are working as expected by automating the Transformation testing between different layers of your Medallion Architecture.

Test Salesforce Data Ingestion

Ensure data ingested into Salesforce is meeting the Data Quality requirements and verify that the data is consistent with source data.

Automate Salesforce Data Quality Testing

Automate Data Validation in Salesforce by measuring Data Quality using a combination of Data Quality rules and Data Observability.

Automate Salesforce Report Testing

Functional Testing of Reports on Salesforce

Build trust in reports built on Salesforce Data Warehouse by comparing the data in the reports (eg. Power BI, Tableau) with data in Salesforce

Salesforce Performance Testing

Simulate concurrent user load to test the performance of the reports and Salesforce Data Warehouse and ensure that the SLAs are being met

End-to-end testing of Salesforce

Perform end-to-end testing of Salesforce from the point of ingestion to the point of consumption

Case Studies

Our clients receive great value from our data validation solutions

Modernizing Court Systems: Automating Data Migration and Validation

Ensuring 100% Data Accuracy Across University SIS and CRM Systems

Signup for a free trial of BI Validator

Reduce your data testing costs dramatically with BI Validator –

Get your I4 days free trial now.

Resources

14 Days Free Trial

Videos

Use Cases

Documentation

FAQs

Support

Blogs/Videos

Datagaps vs iCEDQ: An Honest Guide to End-to-End Data Quality & Validation

Top 3 ETL Testing Tools

Datagaps vs QuerySurge An Honest Buyer's Guide to Enterprise Data Validation

Datagaps vs QuerySurge: A Buyer’s Guide to Data Validation

Automate Power BI Testing using BI Validator

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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Salesforce Data Testing Automation

Benefits of Automating Salesforce Data Testing

Improve Reliability of data in Salesforce

Reduce Cost of Migration to Salesforce

Empower users to make better decisions

Key Features

Automate Testing of Data Migration to Salesforce

Validate Schema Conversion to Salesforce

Test Data Integrity and Completeness after Data Migration

Regression and Stress Test Reports on Salesforce

Automate Salesforce ELT Testing

Automate Salesforce Transformation Testing

Test Salesforce Data Ingestion

Automate Salesforce Data Quality Testing

Automate Salesforce Report Testing

Functional Testing of Reports on Salesforce

Salesforce Performance Testing

End-to-end testing of Salesforce

Case Studies

Modernizing Court Systems: Automating Data Migration and Validation

Ensuring 100% Data Accuracy Across University SIS and CRM Systems

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Resources

Blogs/Videos

DataOps Suite Data Quality Monitor - 14 Days Free Trial

Solutions

Data Testing Concepts

Products

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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

AI-Driven Anomaly Detection and Alerts

Low-Code Rule Configuration with Data Rule Wizard

Graphical Scoring and Monitoring Dashboard

CI/CD and Cloud Integration Ready

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

Reduced Cost and Time for Test Data Preparation

Support for Diverse Data Formats and Models

Secure, Policy-Driven Data Masking

Flexible Deployment Across Cloud or On-Prem

ETL Testing

Maximize the efficiency, quality, and reliability of your data pipelines through intelligent automation, validation, and scalability.

100% Data Validation Across Pipelines

Accelerated Migration and QA Cycles

Automated Metadata and Transformation Testing

Seamless Collaboration and Governance

Low-Code/No-Code Test Creation with AI

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

Cross-Platform Validation of Reports and Dashboards

Performance and Load Testing for BI Assets

Access and Security Validation

Aesthetic and Metadata Change Detection

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