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Data management platform testing services

Engineering trust into every data flow.

With 16 years of experience, DeviQA provides data management platform testing services focused on reliable, scalable data systems.

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Our solutions for your data management system testing challenges

Turning complex data risks into predictable, testable systems.

Data correctness breaks silently

Challenge

Poor data quality costs companies ~$12.9M per year on average. Pipelines pass, but data is wrong due to truncation, joins, timezones, or deduplication errors.

Solution

End-to-end data validation that checks semantics, not just job success, from source to consumption.

Flaky results in distributed systems

Challenge

Eventual consistency, retries, and parallelism make tests unstable and unreliable.

Solution

Consistency-aware testing using watermarks, idempotent checks, and reconciliation logic built for async data flows.

Issues appear only at scale

Challenge

Partition skew, hot keys, and storage throttling don’t show up in small test environments.

Solution

Production-like test setups with scalable synthetic data and load-aware validation.

Schema drift breaks downstream consumers

Challenge

Uncontrolled schema changes cause silent failures across pipelines, BI, and ML layers.

Solution

Contract-based testing for forward and backward compatibility across producers and consumers.

Toolchain integration failures

Challenge

Data platforms span ingestion, orchestration, storage, governance, and analytics tools, most failures happen at boundaries.

Solution

End-to-end integration testing across connectors, APIs, and data flows, not isolated components.

Governance and security aren’t provable

Challenge

Access control, masking, and audit trails often work “on paper” but fail under real conditions.

Solution

Testable governance: validation of permissions, data masking, lineage, and audit evidence.

Data management software we test

QA coverage across the core building blocks of modern data platforms.

Data management platforms

Data integration & ETL platforms

Data warehouses

Data lakes & lakehouse platforms

Master data management (MDM) systems

Data governance & catalog platforms

Data quality management software

Streaming & real-time data platforms

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The scope of our data management platform testing services

We provide end-to-end data management software testing services to ensure your software delivers exceptional quality at every level.

By testing approach

By testing levels

By testing types

Case studies

Partner with us:
see the difference

See all stories

Global healthcare giant

Web app testing
Test automation
API testing
Dedicated QA team

  • 90%

    Test coverage

  • 1.6k+

    Test cases created

  • X18

    Faster regression testing run

Read customer story

The first modern real estate platform

Web app testing
Test automation
E2E testing
Load testing
Mobile testing
+2

  • 85%

    Test coverage

  • 2k+

    Test cases created

  • 2.5x

    Faster regression testing run

Read customer story

Dental practice platform

Web app testing
API testing
Dedicated QA team
Mobile testing
+2

  • 95%

    Test coverage

  • 5k+

    Test cases created

  • 3k+

    Number of critical bugs logged

Read customer story

Solution for managing payments

Web app testing
Dedicated QA team
DB testing
API testing
Performance testing

  • 12

    Years of cooperation

  • 100%

    Covered performance

  • 2x

    Faster regression testing time

Read customer story

Booking system for tours and attractions

Web app testing
Test automation
Mobile testing
DB testing
Dedicated QA team

  • 90%

    Test coverage

  • 3.2k+

    Automation test scripts created

  • 1-2h

    Time of regression

Read customer story

Experience the DeviQA difference

From initial consultation to full-scale QA implementation, we deliver results.

DeviQA’s AI advantage

At DeviQA, we use AI to make testing smarter and simpler. Our ecosystem is built to deliver faster, smarter, and more cost-efficient results — so your team can do more in less time.

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AI-powered IDE assistant

Reduces test script writing time

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QA companion

Provides suggestions for test optimization and addresses gaps

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Automated code review

Flags unused variables, improper loops, and other common errors

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AI for API testing in Postman

Streamlines API test case creation and response validation

Features

Test case creation

Code review

Exploratory planning

Log analysis

without AI

6 hrs

3 hrs

2 hrs

2 hrs

with DeviQA AI

4 hrs (33% saved)

2 hrs (33% saved)

45 min (60% saved)

1 hr (50% saved)

Collaboration on your terms

Backed by 15+ years of expertise, DeviQA offers three flexible models for data management platform testing services to fit your project’s needs, timeline, and budget.

Staff augmentation

Senior QA experts embedded into your existing team.

Advantages:

  • Fast access to niche data platform expertise

  • Full control over priorities and execution

  • No overhead of hiring or onboarding internally

Best for:

Teams needing extra capacity or niche skills.

Get started

Dedicated QA team

A long-term QA team fully focused on your data platform.

Advantages:

  • Deep product and data-domain understanding over time

  • Predictable capacity and long-term quality ownership

  • Strong alignment with your release cadence and roadmap

Best for:

Ongoing data platforms with continuous change.

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Project-based outsourcing

Full testing ownership for a defined data initiative.

Advantages:

  • Clear scope, timelines, and outcomes

  • Reduced management load on your internal team

  • Independent validation of data quality and platform readiness

Best for:

Data migrations, new platforms, or one-off initiatives.

Get started

Why choose us as your data management software testing company?

Over 500,000 project man-days successfully delivered.

We take full accountability for our work.

A range of value-added services at no extra cost.

Free test trial. Try us before making any payment.

Our engineers are senior testers with strong autonomy and self-starting ability.

With a 96% retention rate, we offer stable teams, compared to the industry average of 80%.

Extensive testing lab with a wide range of environments, platforms, and devices.

Access to a technology community of over 1000 QA engineers and experts.

Data you can trust. Platforms that scale without surprises.

Our approach to data management software testing

A structured, risk-driven approach to building trust in your data.

01

Platform understanding

We analyze your data architecture, flows, and dependencies to focus on what truly matters.

02

Risk prioritization

We identify critical data paths and areas where failures have the highest business impact.

03

Contract-driven validation

We align checks with data contracts, schemas, and expected behaviors.

04

Production-like readiness

We prepare realistic environments and datasets that reflect real usage.

05

Execution & feedback

We validate data behavior and provide fast, actionable insights.

06

Continuous improvement

We turn findings into recommendations that strengthen long-term data reliability.

Here’s what people are saying
about DeviQA

26 reviews

32 reviews

9 reviews

Review

“It was so easy to integrate your people with us and we didn't have any problems.”

Author

Janosch Greber

VP of engineering at RealTyme

DeviQA helped develop a cybersecurity software platform. Complex automated scenarios test REST APIs through a Faraday library. An SDK application works with Azure, Google Cloud, Docker, and LXC containers.

Yuval Or

Yuval Or

QA manager at Mimecast

Review

“DeviQA has always brought us really high quality candidates for us to be able to seamlessly mesh into our team.”

Author

Danny He

CEO and founder at Soapbox

DeviQA provides software QA automation engineering support to a QC and QA company. Their work includes sandbox testing, QA, testing automation, DevOps support, and TechOps support.

Alex Ohoussou

Alex Ohoussou

Head of QA & techOPs at QIMA

Review

“You guys have always been genuine, flexible and personable.”

Author

Ryan Austin

CEO and founder at Cognota

DeviQA has provided application testing services for an HR tech company. The team has managed feature, smoke, and regression automation tests and offered test reports.

Mia Bunjac

Mia Bunjac

QA chapter lead at Renhead Technology

Review

“In fact, they have been a part of our success story, helping us grow from six workers 11 years ago to about 1200 workers now.”

Author

Raanan Tauber

QA manager at Tipalti

DeviQA provides automatic testing with continuous integration for native and hybrid mobile apps.

Giurea Renato Gabriel P.F.A.

Giurea Renato Gabriel P.F.A.

CTO at Impaktsoft Projekt S.R.L.

Review

“They can take my lack of knowledge and I can trust that they will be able to produce something of value.”

Author

Ray Alde

Co-founder & cto at Arklign

DeviQA provides QA and testing resources on an ongoing basis. They evaluate architectures and offer both manual and automated testing. The client has also utilized their on-demand developers.

Review

“To me, that's above and beyond, I did not expect that to be so smooth and so easy.”

Author

Mark Levine

Chief product officer at CYDEF

DeviQA is a dedicated vendor that assists with manual and automated testing on an ongoing basis. They're also overseeing other development projects and supervising the testing portion of those.

Review

“They know what they're doing because the people that they send to us are quality people.”

Author

Charles Chase

Chief technology officer at Returnmates

DeviQA provided application testing services for an audio editing platform. The team was responsible for continuously testing the UI and functionality of the platform via an automated testing framework.

Review

“There is also very good follow up on the engineers and the job they're doing.”

Author

Olivier Mayot

Chief technology officer at SimpliField

DeviQA serves as the process improvement partner to a diabetes care and solutions company. They helped scale the client's automated testing and are now working on improving their manual testing framework.

Collaboration process overview

  • 01

    Initial contact. We start by understanding your testing needs and aligning them with your goals.

  • 02

    Assessment. Our experts analyze your current process and propose a tailored improvement plan.

  • 03

    PoC. Try a free proof of concept to see our capabilities in action.

  • 04

    Trial & evaluation. We conduct a trial phase and review the results together.

  • 05

    Contract & QA implementation. Once satisfied, we sign the contract and begin full-scale QA.

  • 06

    Flexible partnership. DeviQA offers scalable solutions to adapt to your business needs.

Ready to connect?

Just fill in your name and email, and we’ll get back to you with available slots

Questions & answers

We align data ownership early, define shared quality rules, and run data management platform QA as a cross-team process, not a siloed activity.
Our data platform QA services focus on critical data paths first, so teams get fast feedback where business risk is highest.
Yes. We collaborate closely with internal teams, embedding QA for data management platforms into your delivery workflow instead of working in parallel.
We base data management software testing on data contracts and compatibility rules, so changes are validated before they break downstream consumers.
We test data behavior, dependencies, and governance, not just pipelines, bringing platform-level thinking expected from a specialized data platform testing company.
Our data management system testing scales with your platform, prioritizing high-impact datasets and adapting validation logic as usage evolves.
Both. We provide flexible data system QA services, from embedded experts to full QA ownership, depending on how you want to collaborate.
Through transparent data management platform QA reporting that turns test results into clear signals decision-makers can rely on.