Data Quality solutions

Successful digital initiatives start with high quality data

Without high quality data, advanced initiatives – including AI and Machine Learning – cannot deliver value. QMetrix provides the essential services required to assess, cleanse, and ensure data integrity across your organisation.

Data Management Solutions Data Quality

Stop low quality data
from limiting you

Data and IT teams face major challenges when data is unreliable.
Poor quality data, security risks, and weak governance slow progress and limit competitive advantage.

  • Inconsistent naming: Inconsistent formats across systems create confusion and rework
  • Duplicate overload: Duplicate data distorts insights and inflates operational costs
  • Validation weakness: Poor validation controls allow errors to flow into critical processes
  • Inaccurate reporting: Inaccurate records undermine trust in reporting and analytics

Outcomes

Assess, cleanse, and assure

QMetrix, we help IT and Data leaders create trusted, high quality data that enables confident decisions and supports strategic initiatives, including effective use of AI/ML. We apply deep expertise in platforms like Ataccama to solve real-world data quality problems.

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Assess data

Comprehensive data audits and discovery phases to clearly establish requirements and identify key value drivers within your current architecture

Cleanse and improve

Implementation of configurable business rules to automatically improve quality, matching and deduplicating records to rapidly improve accuracy

Assure integrity

Enforce consistent quality standards across all master data to satisfy regulatory compliance, mitigate risk, and establish long-term trustworthiness

Why QMetrix

Collaborative partnership: Your co-pilot in data management strategy

QMetrix is a trusted partner delivering thoughtful solutions that work. We leverage deep specialisation in market-leading platforms, backed by technical mastery. Our consultants act as solution architects, working closely with your team to ensure we don’t just implement a software, but build a solution that works within your technical environment and delivers measurable results.

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Data management expertise

We are business-focussed information systems professionals with business and technical expertise

Award winning

We have been awarded Ataccama Emerging Partner of the Year in APAC for 2025

ISO certified security

Our Information Security Management Systems are ISO/IEC 27001: 2022 certified

We’ve had consultants who tried to give us bandages to fix cuts, but I wanted to get to the root of the problem and stop cuts from happening altogether. QMetrix upholds that kind of standard and I appreciate that. It’s a continual journey of innovation and learning, and we are so glad to be partnering with QMetrix on this journey.

Natasha Jalani

Finance Manager
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As accountants and finance people, we all love Excel. Adaptive Planning has the same look and feel as Excel, and the ability to write and extract reports as required is also beneficial. We now have more analytical ability to delve deeper into the business and its financial performance.

Adrian Pasa

Group Finance and Commercial Manager
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We have moved onto the one system for marketing and managing fan data. Not only is this efficient, each business can gain extra value in their data from the matching and harmonisation process. And best of all, there is transparency.

Data team member

Cricket Australia
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We wanted something that would work for us now, and also into the future. That’s why we chose Adaptive Planning. What really secured it for us was QMetrix and its people, whom we felt could support us in the best way to achieve our goals and the process.

Anthony Young

Financial Controller
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We no longer have to manually source, integrate and align data from multiple systems to get what we need. Now, it’s like we are being handed data on a silver platter! The data is there – we can just use it. It has increased accessibility and useability, made analytics and reporting much easier, and we can trust it for decision making.

Senior Data Analyst

Large energy producer in Australia
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Learn how this government education organisation gained a full lifecycle view of students, staff and schools. They were enabled by an upgraded Master Data Management platform, which also provided a solid foundation for modernising their technology stack.

Master Data Management

Government education
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“The beauty of now having it all in Adaptive is I’ve got my consolidation and actuals all going through one platform. I’ve got my budget and my forecast – all going through one system… It is a game changer for me. So that is, I can get a new version created, I can tinker at the bottom up view, make some higher level changes on assumptions and forecast done. It’s great.”

Cindy Gregory

CFO
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“We have Power BI capability, but QMetrix broadened our horizon of what a good Power BI dashboard can and should do. We learnt a lot of best practice principles from them, and they showed us how dashboards can be designed to be truly meaningful, useful and impactful.”

Melissa Trute

Data Services Manager
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“From guiding us through the licensing that best fit our needs to mentoring on best practice implementation methods, we have known QMetrix to be helpful, knowledgable and responsive to our needs. ”

Andrew Holgate

Applications Manager
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“We now have master data we can trust, save hours upon hours of time, and more easily get insights that the business can build on. Profisee has made everything simpler, more straightforward, and trusted… Just a few months in, we already see the benefits.”

Rocco Bagnato

Group Systems Manager
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    Go from low to high quality data

    Don’t let poor data quality hold your organisation back. Partner with specialist consultants who understand your unique challenges and deliver implementable solutions for long-term success.

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