Data Quality & Test Automation for Data LakehousesTrust Your Data
Rely On The Outcome

Our Mission: To Improve Your Data Quality

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News & Announcements

  • Product UpdateOctober 16, 2026

    Bring Your Own AI Model: AI-Assisted Test Suites With XAM MCP.

    XAM MCP connects the AI agent of your choice to X-AutoMate. Your agent learns your existing suites, templates and DAGs, writes custom Robot Framework test suites in your Git repo, and reads the execution logs to explain and fix failures.

    In a recent customer rollout, 218 AI-assisted tests across 10 data products were built in three weeks. Once the shared library was in place, a full product's custom tests took about 20 minutes.

    xAutomateXAMMCPAITestingRobotFrameworkTestAutomationDatabricksPowerBI
  • Product UpdateMarch 31, 2026

    AI-Powered Test Generation Is Here.

    xAutomate now generates production-ready test suites across your entire data and application stack — from pipeline validation to end-to-end browser automation. Zero boilerplate. Full coverage.

    ETL / ELT — Pipeline Test Generation

    Auto-generate row count checks, null assertions, referential integrity tests, and transformation logic validation across your entire data pipeline — source to target.

    DATA QUALITY — DQ Test Suites

    Schema conformance, freshness checks, statistical profiling, completeness and uniqueness rules — generated from your data contracts and executed directly on your datalakehouse.

    PLAYWRIGHT — Web & Mobile Tests

    AI-generated Playwright scripts for web and mobile UIs. Simulate user flows, validate portals, and catch regressions across browsers — generated from screenshots or specs.

    xAutomateDataQualityETLTestingELTTestingPlaywrightTestAutomationDataContractsODCSAITestingDataEngineeringDatabricksRobotFramework
  • Platform AnnouncementMarch 25, 2026

    Two capabilities. One platform. Faster, safer enterprise delivery.

    We're excited to announce that our platform now fully supports the Open Data Contract Standard (ODCS) — and that our platform generates AI-powered automated tests using Robot Framework and Playwright across APIs, web, mobile, desktop applications & any datalakehouse.

    For clients modernising their data lakehouse, every data product now ships with a structured contract covering schema, data definitions, data quality rules, SLAs, ownership, and GDPR/PII classification — bringing formal governance to your data from day one.

    For clients building on or migrating ERP platforms, AI-generated test suites mean rapid regression coverage across your entire application landscape, without the overhead of manual scripting.

    Governed data. Continuously validated applications. Delivered with confidence.

    DataContractsODCSDataGovernanceTestAutomationRobotFrameworkPlaywrightDataLakehouseERPDigitalTransformationEnterpriseData

If you're exploring lakehouse modernisation or ERP/CRM/SCM/HCM/BI/CMS/PIM/MAP application development, we'd love to connect.

AI-Powered Data Quality Automation

X-AutoMate empowers teams to create and run intelligent, AI-driven data quality checks and tests — automating rule generation and validation to ensure clean, reliable data at scale

What Is Data Quality?

What is Software Testing?

When To Consider X-AutoMate?

Data Quality & Testing is a crucial part of any software development process. It helps ensure that the software being developed meets the required quality standards and is bug-free. Here are example problems that X-AutoMate would solve in your organization:

  • Poor Quality Testing

    The AI/ML capabilities of the application can help to provide efficient testing and reduce the number of manual errors, streamlining the testing process and improving the overall quality of the data.

  • Unclear Test Goals

    X-AutoMate is capable of scanning metadata to propose recommended tests & dq checks,  streamlining the testing process by providing guidance to end users.

  • Production Incidents

    X-AutoMate helps to shift left, detecting issues early in the development process and reducing the risk of production incidents.

  • Slow testing

    Scheduling, orchestration and executions enable faster testing, reducing the time required for delivering new features and allowing you to focus on other critical aspects of software development life cycle.
Experience the possibilities of our app, and see how it can revolutionize your data testing and quality assurance processes.
Your Dream. Our Mission.

We Solve Real Problems

  • Business Benefits

    Our clients have been able to significantly reduce test automation time and costs. Our main business objectives are:
    Accelerating your time-to-market up to
    50X
    Faster deployment to production
    Enhancing your data quality, which builds trust with your end users.
    4X
    Cost savings
    By streamlining manual tasks within your organization.

  • Technical Features

    We offer flexible and scalable deployment options, making it easy to integrate with existing systems. With a mature API, advanced execution & orchestration mechanism, advanced monitoring and reporting systems, data export to export to version control system features and compatibility with multiple database technologies, it is a solution for efficient data testing that supports external tests and is easily extensible.We do not store any client data.

  • System Integration

    X-AutoTest streamlines the data testing workflow by combining tickets with test cases and data quality rules, resulting in a consistent process. With bi-directional synchronization and integration with tools such as AzureDevOps, Jira, Active Directory, SMTP, 1Password, and GIT, it offers seamless collaboration, increased efficiency, and added security.

  • Monitoring And Reporting

    The reporting and monitoring features of our app provide a comprehensive solution for ensuring the accuracy and integrity of data in your warehouse. Whether you need to keep track of coverage, generate reports or receive notifications, our app is here to help.

Test Automation That Makes Your Testing Clear

  • E2E Approach

    Automate your Datalakehouse, DWH, CRM, ERP, Mainframe, Web, Mobile and follow your data from creation process to data collection/reporting

  • DAG / Workflows

    Orchestrate your test with our powerful orchestration module including the dependency management

  • Schedule your tests

    Schedule your executions to run any time. As part of your ci/cd or at a given time/state

X-AutoMate workflow editor orchestrating web, API and mobile tests as a DAG
X-AutoMate test case list with test approaches and execution history
X-AutoMate REST API for triggering tests from CI/CD pipelines
X-AutoMate reusable test group templates with runtime variables

Prefer to let your AI agent write the tests? See how XAM MCP turns your model of choice into a test engineer.

Built For Agentic Software Development

Your AI agent already writes your code. With XAM MCP, the same agent, on the model of your choice, designs and runs the tests that verify it, from data contracts to custom Robot Framework suites.

  • 1. Explore

    Your agent uses XAM MCP to learn your setup: existing test suites, templates and DAGs.

  • 2. Generate

    Your model of choice designs the tests: data contracts, DQ checks, ETL tests and custom Robot Framework suites.

  • 3. Import

    Tests land in X-AutoMate through XAM MCP, or as custom suites synced from your Git repo, each mapped to a test case in Azure DevOps.

  • 4. Run & Refine

    X-AutoMate runs them. Your agent reads the results through XAM MCP, explains failures and fixes the tests.

Design And Execute Every Test With AI

  • Data Contracts

    AI Design
    Your agent drafts schema, data quality rules, SLAs and ownership for each data product.
    AI Execution
    X-AutoMate validates every run against the contract; your agent explains any breach.

  • DQ Checks

    AI Design
    Your agent generates completeness, freshness, uniqueness and schema rules for your lakehouse tables.
    AI Execution
    Scheduled or in-pipeline checks stop bad data; your agent investigates what failed.

  • ETL Tests

    AI Design
    Your agent builds row count, source-to-target and transformation checks across your pipelines.
    AI Execution
    Orchestrated in DAGs, on a schedule or from your CI/CD; your agent runs them through XAM MCP and optimizes or translates the queries.

  • Robot Framework Tests

    Open-source, keyword-driven automation for any app your users touch.

    AI Design
    Your agent writes custom suites, reusable keywords and Python libraries in your Git repo.
    AI Execution
    Run as custom tests in X-AutoMate; your agent reads the logs and fixes failures.
    Covers
    WebMobile appsDesktop GUI & appsAPIsDatabasesand more
    Popular Libraries
    Selenium, Playwright, Appium, FlaUI and more
    Explore the ecosystem

From A Real Customer Rollout

218
AI-assisted tests
10
Data products covered
3 weeks
From zero to full suite
20 min
For ~20 tests per product
Works with:ClaudeDatabricks GenieAny MCP-compatible agent

Coming soon: an XAM MCP tool that describes the custom-suite contract, so your agent writes suites that run the first time.

Data Quality Monitoring For Your Data Pipelines

X-AutoMate Can Help YouDetect Your Data Quality Issues

  • Detect

    Measure And Follow Up​

    By utilising our AI/ML capabilities we can help you to understand current state of your data

    X-AutoMate DQ rules overview with pass ratio and rule run results

  • Prevent

    Block bad data from entering BI landscape

    By integrating X-AutoMate towards your ETL/ELT and data pipelines we can help you implement a DQ firewall and block bad data from entering your BI/Analytical landscape

    X-AutoMate charts of executed data quality rules over time

  • Cure

    Progression and Regression Testing

    By utilizing easy to implement & maintain X-AutoMate test approaches we can ensure high data quality in every release to production

    X-AutoMate dashboard with test execution trends and metadata coverage

  • Eliminate

    Start Testing Your Source Systems

    By extending your testing to source systems and creating E2E test scenarios we can stop bad data quality from occurring in the first place

    X-AutoMate execution results for test and data quality runs

Frequently Asked Questions

Find answers for your question now!

A data contract is a formal agreement between the producers and consumers of a data product. It defines the schema, data definitions, data quality rules, SLAs, ownership and GDPR/PII classification. X-AutoMate supports the Open Data Contract Standard (ODCS) and generates data quality tests directly from your contracts.
X-AutoMate tests a data lakehouse end to end: pipeline tests for ETL/ELT (row counts, null checks, referential integrity and transformation logic from source to target), data quality suites for schema, freshness, completeness and uniqueness, and regression tests on every release. Tests run directly on platforms such as Databricks and Snowflake and can be triggered from your CI/CD pipeline.
X-AutoMate uses AI to scan your metadata and data contracts and generate the tests and data quality checks you need, profiles your data daily to surface issues early, and turns screenshots or specs into Playwright tests. Your team gets broad coverage without writing boilerplate and can focus on the complex scenarios.
We follow an open source standard and our end-to-end solution spans across various technologies such as APIs, frontend applications, desktop applications and even mainframes – utilising our smart adoption technology.
Our solution is designed to be containerized, which offers flexibility in its usage. It can be run on various platforms such as virtual machines, Kubernetes clusters, or any Docker runtime. (Cloud or on-premise)
To schedule a demo, please get in touch with us at info@xautomate.se
X-AutoMate supports:
  • MySQL
  • Redshift
  • PostgreSQL
  • Databricks
  • Snowflake
  • MSSQL
out of the box, with possibility of expansion.
Absolutely! Every action in X-AutoMate can be triggered from API.
We Love Them

What Our Users Have To Say

The introduction of the data quality dashboard has revolutionized our testing process. It permits the monitoring and quantification of our progress in several data quality dimensions and significantly improves our efficiency. We can easily identify areas that need additional attention due to the visual representation of our test coverage.

AI-generated tests allowed me to quickly start testing the application, saving me time and effort from generating test cases from scratch. This allowed me to focus on the more complex and critical scenarios. Overall, the AI technology helped me hit the ground running.

Daily profiling and metadata gathering features have been invaluable in optimizing my testing process and ensuring data accuracy and quality. The app has improved my productivity and made me a more efficient and effective tester, enabling me to deliver high-quality results to my team and clients.

A software team discussing work at their desks
We Couldn’t Do It Without Them

The Team Behind X-AutoMate

Our team has over 20 years of experience in software development, data warehousing and IT operations. We pride ourselves on providing our clients with a high quality service and ensuring the highest quality of your data. At the heart of our business is a focus on data quality and testing, which we believe is necessary to make accurate decisions.We are committed to providing innovative solutions, superior customer service and the highest level of expertise to meet your software development and IT needs.

We Would Be Happy To Meet

Drop Us A Line And Keep In Touch
Send Us A Messageinfo@xautomate.se
Give Us A Call+46 72 163 01 65