Master Data Management Consulting
Master data management consulting for Australian mid-market - golden records for customer, product and supplier data, so AI and reporting work from one version of the truth.
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One Version of the Truth: Australia's MDM Specialists
Agents and Copilot amplify whatever your master data says. Five versions of the same customer becomes five confident, wrong answers, and no amount of clever AI fixes a ground truth that is broken. SureLogic builds that ground truth. We deliver master data management for mid-market organisations - prioritising the domains that matter, designing match-merge and survivorship rules, creating golden records and the stewardship workflows that keep them clean - on Microsoft Purview, Fabric or the best-fit MDM tooling for your situation. It is a smaller, fixed-scope alternative to a sprawling enterprise MDM program, explicitly framed as the one-truth layer your AI, reporting and operations can finally rely on.
Ground Truth for AI
Agents and Copilot amplify whatever the master data says, so we build the clean, de-duplicated golden records that give your AI a single version of the truth to work from.
Golden Records
We assemble one authoritative record for each customer, product and supplier from the duplicates scattered across your systems, with clear lineage of how every golden record was formed.
Rules You Can Trust
Match, merge and survivorship rules are transparent and tuned with your team, so duplicate records are resolved accurately and defensibly rather than by a black box nobody believes.
Right-Sized, Not Vast
We deliver a focused, fixed-scope build on platforms you already own, a practical alternative to a multi-year enterprise MDM program that solves the actual problem without the bloat.
Stays Clean
Stewardship workflows and named owners keep golden records accurate as new data arrives, so master data is a maintained asset rather than a clean-up that decays back into duplicates.
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Our Master Data Management Services
Domain Prioritisation & MDM Strategy
Start where bad master data hurts most, not everywhere at once. Enterprise MDM programs stall by trying to boil the ocean; we prioritise the domains that actually move the needle - usually customer, product or supplier - and scope a focused, achievable program around them. We assess where duplication and inconsistency are doing the most damage to reporting, AI and operations, and sequence the work so you get value early rather than after a multi-year build.
Match, Merge & Survivorship Rules
Decide which record wins, with rules you can trust. The heart of MDM is matching duplicate records and merging them into one, and that only works with deliberate match and survivorship rules. We design the logic that identifies the same real-world entity across systems and decides which attributes survive into the golden record. The rules are transparent and tuned with your team, so merges are accurate and defensible rather than a black box nobody trusts.
Golden Record Design
Create the single version of the truth every system can point to. We design the golden record - the authoritative, de-duplicated version of each customer, product or supplier - and how it flows back to the systems that need it. Instead of every application holding its own slightly different copy, there is one trusted record, with a clear lineage of how it was formed. Reporting reconciles, operations stop tripping over duplicates, and AI has a ground truth to amplify.
Stewardship Workflows & Ownership
Keep the master data clean after we build it. Golden records decay without ownership, so we design the stewardship workflows and assign the responsibilities that keep them accurate as new data arrives. Data stewards get a clear process for resolving matches the rules cannot decide, and a workflow for approving changes. Master data becomes a maintained asset with named owners, rather than a one-off clean-up that quietly degrades back into the same mess.
MDM on Purview, Fabric or Best-Fit Tooling
Build MDM on the platform that fits, not a forced product choice. We implement on Microsoft Purview, Microsoft Fabric or best-fit MDM tooling, choosing on your existing stack, domains and scale rather than a vendor relationship. For many mid-market organisations a focused build on platforms they already own is far more practical than a heavyweight enterprise MDM suite. You get a right-sized solution that delivers the golden records without the cost and complexity of an enterprise program you do not need.
190+ Australian organisations Choose Surelogic.
570+ Successful Projects
We bring deep architectural experience to every engagement, having engineered hundreds of secure, scalable data platforms and semantic models across Australian industries.
100% Australian Owned
We never farm your data assets out to offshore teams. Our team is entirely Australian-based, guaranteeing flawless communication, immediate timezone alignment, and strict data sovereignty.
Your Tenant, Your IP
We build directly inside your cloud environment so the infrastructure is entirely yours - including semantic models, custom code, and IP. You maintain absolute control without vendor lock-in.
Partnering with SureLogic was a game-changer for Cupid Media. They turned our outdated reporting process into a modern, data-driven strategy that delivered real-time insights and cost savings we didn’t think possible. Their expertise in BigQuery, Tableau and machine learning brought immediate value to our business.
Ben Snart
Chief Product Officer, Cupid Media
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Our Proven Master Data Management Framework
Our senior architects prioritise your domains, design the match and survivorship rules, and stand up golden records with the stewardship to keep them clean.
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Domain Prioritisation & Assessment
We assess where duplicate and inconsistent master data is doing the most damage across customer, product and supplier domains, and prioritise the highest-value one to start. We map the source systems, the current state and the target golden record. You receive a focused MDM roadmap scoped to deliver value early, not a multi-year enterprise program.
Rules, Golden Records & Build
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We design and tune the match, merge and survivorship rules, build the golden records, and implement them on Purview, Fabric or best-fit tooling. The authoritative record flows back to the systems that need it, with clear lineage. Every rule is transparent and validated with your team, so the merged data is accurate and trusted.
Stewardship & Handover
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We design the stewardship workflows, assign ownership, and train your data stewards to resolve the matches the rules cannot decide and approve changes. The golden records become a maintained asset with named owners. You leave with one version of the truth and the process to keep it clean as new data arrives, rather than a clean-up that decays.
Master Data Management FAQs
What is master data management and why does it matter for AI?
Master data management is the discipline of creating one authoritative, de-duplicated record - a golden record - for key entities like customers, products and suppliers, so every system works from the same truth. It matters more than ever for AI because agents and Copilot amplify whatever the master data says. Five versions of a customer becomes five confident, wrong answers. Clean master data is the ground truth AI needs to be reliable.
Clean master data is pillar one of AI readiness - see our AI Data Readiness Audit page.
What is a golden record?
A golden record is the single, authoritative version of an entity - one trusted customer, product or supplier record - assembled by matching and merging the duplicate copies scattered across your systems. It is built using deliberate survivorship rules that decide which attributes win, with a clear lineage of how it was formed. Instead of every application holding a slightly different version, there is one record the whole organisation, and your AI, can rely on.
Do we need a big enterprise MDM program?
Usually not - most mid-market organisations are better served by a focused, fixed-scope MDM build on platforms they already own than by a heavyweight enterprise suite. We prioritise the domains where bad master data hurts most and deliver golden records there first, so you get value early. It is a right-sized alternative to a multi-year enterprise program, designed to solve the actual problem without the cost and complexity you do not need.
Which tools do you use for master data management?
We build on Microsoft Purview, Microsoft Fabric or best-fit MDM tooling, choosing on your existing stack, domains and scale rather than a vendor relationship. For organisations already invested in Microsoft, building MDM on platforms they own is often the most practical path. We assess your situation and recommend the tooling that delivers golden records reliably without forcing an unnecessary new platform into your estate.
How do you stop the master data getting messy again?
By designing stewardship workflows and assigning clear ownership, so golden records stay accurate as new data arrives rather than decaying back into duplicates. Data stewards get a defined process for resolving the matches the rules cannot decide and approving changes. Master data becomes a maintained asset with named owners and a repeatable process, instead of a one-off clean-up that quietly degrades into the same mess within months.
Stewardship is part of governing data well - see our trusted data architecture and governance page.
78% of new clients engage us for recurring data partnerships
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U11002/1328 Gold Coast Highway,
Palm Beach, QLD, 4221, Australia