COUPS helps organisations transform faster, compete smarter, and unlock real business value across ERP, CRM, and digital ecosystems.
From S/4HANA transformation to data and analytics modernisation, we turn complex initiatives into practical, high-impact outcomes. We embed AI where it matters — within core business processes — so innovation translates into measurable performance, not just experimentation.
Our strength lies in combining deep expertise across ERP, CRM, Supply Chain, and Enterprise Asset Management with cutting-edge capabilities in data platforms and intelligent automation. The result is simplified landscapes, connected operations, and data you can trust.
We do not just deliver programs. We design future-ready operating models that scale, adapt, and continue to create value long after go-live.
From SAP S/4HANA transformation to AI-powered data platforms, COUPS delivers end-to-end consulting across your entire technology landscape — with a single point of accountability from strategy through to go-live.
Discuss Your Project →
End-to-end S/4HANA transformation — Greenfield, Brownfield, or Bluefield — delivering in-memory processing, a simplified data model, and a future-ready architecture built to scale with your business.
Explore →Extend, integrate, and innovate across your SAP landscape with SAP BTP — leveraging Integration Suite, SAP Build, ABAP Cloud, Kyma, and embedded AI services on a single, unified platform.
Explore →Unify business intelligence, connected planning, and predictive analytics on SAP's strategic cloud platform — delivering executive-grade dashboards and AI-driven forecasting within a single, governed solution.
Explore →Leverage in-memory processing to analyse massive datasets in real time — powering live operational reporting, advanced analytics, and AI workloads at enterprise scale with unmatched performance.
Explore →Combine ERP, CRM, and unstructured data sources to build production-grade ML models — predicting churn, optimising supply chains, and automating high-volume decisions at enterprise scale.
Explore →Develop an executive-aligned data strategy — establishing governance frameworks, target architecture, and a pragmatic roadmap that transforms your data assets into a sustained competitive advantage.
Explore →COUPS brings the technical depth, delivery discipline, and cross-functional expertise to turn complex SAP and data initiatives into measurable business outcomes — consistently, and at pace.
Our consultants hold deep expertise across SAP S/4HANA, Salesforce, and Microsoft Dynamics. Years of enterprise programme delivery mean we anticipate the risks others discover mid-project.
True digital transformation requires systems that work in concert. We architect end-to-end integrations that eliminate manual handoffs, reduce data latency, and hold up under real production conditions.
We embed AI capabilities directly within your business processes — intelligent forecasting, anomaly detection, and predictive scoring that drive decisions where it matters most, not just in a proof of concept.
With consultants across ANZ, APAC, Europe, and India, we deliver the regional proximity and time-zone coverage that complex global programmes demand. Senior expertise, always accessible.
A single, integrated team spanning enterprise architecture, solution design, development, and delivery management — bringing coherence and accountability to even the most complex transformation programmes.
Enterprise architecture governanceWe help organisations design technology landscapes that reflect genuine strategic intent — establishing governance frameworks, architecture principles, and roadmaps that provide direction and prevent complexity from accumulating unchecked.
Precision solution architectureOur solution architects produce implementation-ready designs — detailed landscape blueprints, integration topologies, and NFR frameworks that development teams can act on from day one, with no ambiguity.
Expert programme managementSAP programmes succeed through disciplined governance, proactive risk management, and clear stakeholder communication. Our programme managers bring structured delivery expertise to protect scope, timeline, and budget throughout the engagement.
Independent strategic advisoryOur advisory practice provides independent, vendor-neutral guidance on technology strategy, platform selection, and transformation investment decisions — informed by real-world delivery experience across dozens of enterprise programmes.
Clean-core SAP developmentWe develop SAP extensions aligned to clean core principles — ABAP Cloud, RAP, and Fiori solutions engineered for long-term maintainability and upgrade resilience, protecting your technology investment across release cycles.
SAP integration & API servicesWe design and implement enterprise-grade integration architectures that connect SAP S/4HANA to your broader technology ecosystem — Salesforce, Workday, ServiceNow, and beyond — with the reliability and scalability production environments demand.
Every successful engagement begins with alignment. Our structured delivery methodology ensures clear expectations, visible progress, and accountable outcomes from first conversation to post-go-live optimisation.
We begin with a structured assessment of your current landscape, strategic objectives, and constraints — identifying opportunities and risks before committing to any course of action.
We develop a clear transformation roadmap with defined milestones, investment requirements, and a business case that aligns technology decisions to measurable commercial outcomes.
Iterative delivery with structured governance, regular milestone reviews, and transparent progress reporting — providing stakeholder confidence throughout the programme lifecycle.
Post-go-live hypercare, performance optimisation, and ongoing support ensure your investment continues to deliver value — and that your team is positioned for sustained operational success.
Deep sector experience across six industries enables COUPS to deliver solutions that address industry-specific processes, compliance requirements, and operational realities from day one.
Resources & Mining
SAP PM, MM, EWM & asset managementRetail & Consumer
SAP IS-Retail, CRM, omnichannel dataFinancial Services
SAP FSCD, regulatory reporting, AMLEnergy & Utilities
SAP IS-U, Grid Management, BTP IoTManufacturing
S/4HANA MfgOps, PP-PI, digital supply chainHealthcare
SAP Healthcare, patient data, FHIR integrationCOUPS delivered our ERP rollout on time and under budget — something we were told was impossible. Their technical depth and project discipline set them apart from every other partner we evaluated.
Amid complex technical and process challenges in our S/4HANA migration and widespread doubts about achieving our timeline and budget COUPS delivered on schedule and below budget. Their depth of expertise and disciplined delivery clearly set them apart from other partners.
What I valued most was their honesty. COUPS told us what was realistic, flagged risks early, and stayed accountable throughout. After years of failed ERP projects, they restored our faith in what good consulting looks like.
COUPS was founded to address a persistent gap in enterprise consulting: organisations investing heavily in SAP, yet failing to realise the full value of their platforms. We deliver the expertise, discipline, and accountability to change that.
COUPS was established to address a challenge our founders encountered repeatedly across enterprise programmes: organisations with significant SAP investments that were not delivering the operational value they were designed to provide. Systems were live, but data remained siloed, processes were still manual, and business users had lost confidence in the platform.
We built COUPS to combine deep SAP delivery expertise with modern data engineering, cloud architecture, and AI capabilities — under a single roof, with unified accountability from programme inception through to sustained operational performance.
Today, COUPS serves clients across ANZ, APAC, Europe, and India — from established mid-market organisations to large multinationals — delivering transformation programmes across resources, retail, financial services, utilities, manufacturing, and healthcare.
Start a Conversation →Every COUPS engagement follows a structured four-phase methodology — designed to eliminate programme risk and accelerate value delivery at every stage.
Every recommendation we make is grounded in a clearly defined business outcome. We challenge assumptions — including our own — to ensure that technology decisions consistently serve strategic objectives.
We invest in your team's capability alongside the solution itself. Knowledge transfer, upskilling, and building internal confidence are integral to how we measure the success of every engagement.
Our consultants maintain current expertise in emerging SAP and data technologies — not for the proposal, but because informed technology choices are often the determining factor in programme success.
Delivering across ANZ, APAC, Europe, and India gives our consultants perspective that single-region firms cannot offer. Cross-cultural delivery experience translates into more nuanced, better-informed advice.
We provide candid, objective assessments — even when the message is difficult. Early identification of risk and honest communication are the foundations of the trust that sustainable client relationships are built on.
Iterative delivery accelerates value realisation, reduces programme risk, and provides stakeholders with visible progress throughout the engagement. We adopt agile principles because evidence demonstrates they produce better outcomes.
COUPS consultants bring deep enterprise programme experience — across complex implementations, critical cutovers, and high-stakes transformation initiatives — to every client engagement.
Our technology partnerships are built on real-world implementation experience — we work with platforms and vendors that we have successfully deployed in production enterprise environments.
Whether you are exploring how COUPS can support your transformation objectives or are ready to initiate an engagement — we would welcome the conversation.
Describe your challenge or objective, and a senior COUPS consultant will respond within one business day — ready to provide informed, substantive guidance from the outset.
We connect production planning, supply chain, asset management and finance with modern enterprise systems — delivering operational visibility and ERP transformation for manufacturing organisations across Australia and APAC.
Australian manufacturing organisations face rising input costs, supply chain fragility, increasing regulatory requirements, and the digital transformation of operations from the shop floor to the boardroom. Enterprise systems designed for a different operational environment are increasingly inadequate. Disconnected systems create information gaps that prevent operational decisions from being made with confidence.
OT/IT integration in manufacturing requires attention to security, latency, and the operating patterns of operational technology systems. We design integration architectures providing enterprise visibility into operational data without compromising OT system performance or security, typically using an edge processing layer that aggregates OT data before passing it to the enterprise integration platform.
Yes. We have led SAP implementations across multi-entity manufacturing groups with operations across multiple Australian states and APAC markets. Our template-and-localisation approach ensures global consistency while accommodating site-specific requirements.
We connect operational technology with enterprise systems for APAC mining organisations — delivering SAP advisory, OT/IT integration, and data platform modernisation for the world's most demanding operational environments.
Australia's mining and resources sector operates some of the world's largest and most complex operational environments. Remote assets, complex supply chains, stringent safety and environmental compliance, and the need to connect operational technology with enterprise systems create a unique set of technology challenges. SAP and ERP systems in mining often fail to deliver their potential because they are not adequately connected to the operational environment.
OT/IT integration in mining requires careful attention to security, latency, and the different operating patterns of operational technology. We design integration architectures providing enterprise visibility into operational data without compromising OT system performance or security. This typically involves an edge processing layer aggregating and transforming OT data before passing it to the enterprise integration platform.
We modernise finance, procurement, and data systems for Australian healthcare organisations — building interoperable data platforms that connect clinical and administrative data under Australian privacy compliance.
Australian healthcare organisations are managing growing patient volumes, increasing care complexity, and the pressure to do more with constrained resources. Enterprise systems have a direct impact on operational efficiency and increasingly on patient outcomes through the data they hold and the insights they enable. Healthcare organisations face specific ERP and data challenges: compliance with Australian privacy legislation, interoperability requirements with clinical systems, complex workforce management, and the need to connect administrative and clinical data for population health purposes.
All healthcare data platform implementations are designed with Australian Privacy Act and HIPAA compliance requirements built in from the architecture phase. We ensure data residency controls keep health data in Australian cloud regions, implement role-based access controls aligned to clinical role structures, and conduct Privacy Impact Assessments for all data flows.
We design retail ERP architectures that connect e-commerce, supply chain, and finance in real time — enabling the inventory visibility and order management that omnichannel retail requires.
Australian retail is in transition. The integration of physical and digital channels has moved from a competitive differentiator to a baseline requirement. Supply chains have become more complex and more fragile. Consumer expectations for personalisation and convenience are rising. And the data required to meet these expectations is scattered across disconnected systems. SAP and ERP systems designed for a store-centric retail model are often inadequate for omnichannel operations without significant integration and modernisation investment.
Real-time inventory synchronisation requires an event-driven integration architecture where inventory changes in any channel publish events consumed by all other channels within seconds. We design this architecture using SAP Integration Suite with Event Mesh, connecting SAP inventory management to e-commerce, POS, and WMS platforms. The architecture is designed for the transaction volumes of major Australian retail operations.
We lead ERP transformation for Australian government agencies with proven governance, compliance expertise, and the rigour that public-sector programmes demand.
Australian government agencies face ERP modernisation challenges that differ from the private sector. Procurement governance requirements add complexity to vendor selection. Legacy systems are often older and more deeply embedded than in comparable private-sector organisations. Political and public accountability requirements create risk aversion. And the consequences of system failure are visible in ways that private-sector failures are not. These constraints are real but do not prevent successful ERP modernisation — they require programme approaches specifically designed for the public-sector environment.
We have experience operating under panel arrangements, open tender processes, and direct engagement under applicable procurement thresholds. We understand the documentation and compliance requirements of government procurement and can support agencies through vendor selection as well as delivery.
We have advised on and led ERP programmes for federal and state government agencies across Australia. Government programmes require specific expertise in probity management, public-sector programme governance, and communication with ministerial and parliamentary stakeholders.
We design and implement SAP IS-U, asset management, and regulatory reporting solutions for Australian utilities and energy organisations navigating the energy transition.
Australian utilities are navigating a transformation of their operating environment. The energy transition is reshaping the asset base, operating model, and regulatory requirements of electricity network operators, generators, and retailers. In this context, enterprise systems are critical infrastructure. SAP IS-U, SAP PM, and SAP Finance support the billing, asset management, and financial management processes that utilities depend on. And the data these systems hold is increasingly important for regulatory compliance, capital planning, and operational performance management.
We design SAP reporting architectures specifically for the Australian regulatory reporting requirements, including automated data extraction, validation, and submission workflows aligned to AEMO and AER submission formats. Our utilities practice has experience building these architectures for network operators and retailers across multiple Australian jurisdictions.
We design SAP and enterprise architecture solutions for Australian financial services organisations operating under APRA, ASIC, and AUSTRAC obligations.
Australian financial services organisations operate under APRA prudential standards, ASIC regulatory requirements, and increasingly complex data privacy and cybersecurity obligations. Enterprise systems must support operational efficiency while providing the controls, auditability, and reporting capabilities that regulated environments demand. ERP and data platform decisions have compliance implications requiring specialist knowledge — SAP implementations must be designed with the right access controls, segregation of duties, and audit trail capabilities.
Segregation of duties in SAP for financial services requires a role design methodology that maps regulatory requirements to SAP authorisation objects, implements compensating controls for conflicts that cannot be structurally avoided, and integrates with GRC tooling for ongoing monitoring. We design and implement SoD frameworks that satisfy APRA auditor requirements.
COUPS delivers enterprise SAP consulting, ERP transformation, and data advisory in Sydney. Our Sydney-based principals serve ASX-listed companies, government agencies, and enterprise organisations across New South Wales.
Sydney is Australia's primary enterprise market, home to the headquarters of ASX-listed companies, federal and state government agencies, and the Australian operations of major multinationals. The enterprise technology decisions made in Sydney have national and APAC-wide implications. Our Sydney-based principals have led SAP and ERP programmes for organisations across the NSW enterprise market and bring that local knowledge to every engagement.
Yes. Our Sydney-based principals are available for on-site engagement throughout the engagement lifecycle. We operate a hybrid model — on-site for key workshops, governance meetings, and critical programme milestones, with ongoing advisory delivered remotely. This model is effective for both Sydney CBD and greater NSW clients.
Our Sydney practice serves financial services, government, retail, manufacturing, healthcare, and media organisations. Financial services and government are the two largest sectors in our Sydney client base, reflecting the concentration of these organisations in the NSW market.
COUPS delivers SAP consulting, ERP transformation, and enterprise architecture advisory in Melbourne for Victorian manufacturing, financial services, and government organisations.
Melbourne is home to a large manufacturing base, significant financial services operations, and major state government programmes. Our Melbourne practice serves manufacturing, financial services, government, and healthcare clients. We bring deep experience in the manufacturing sector in particular, where ERP and data platform modernisation is reshaping how Victorian manufacturers compete.
Yes. COUPS has consulting presence in Melbourne and can staff senior consultants on-site for Melbourne-based programmes. For programmes requiring a hybrid model, our Melbourne consultants combine on-site delivery with remote advisory between key milestones.
COUPS delivers SAP consulting and ERP transformation in Brisbane for Queensland mining, energy, and government organisations. Deep resources sector and QLD government programme experience.
Brisbane and Queensland's enterprise market is shaped by resources (mining, energy, and infrastructure) and government. Both sectors face significant ERP modernisation challenges and require advisors who understand the specific operational and regulatory context of Queensland.
Yes. We have navigated Queensland government procurement requirements for advisory engagements including panel arrangements and open tender processes aligned to Queensland Government ICT procurement frameworks.
Perth is the operational hub of Australia's resources industry. COUPS delivers specialist SAP consulting for WA-based mining, oil and gas, and infrastructure organisations.
Perth is the operational hub of Australia's resources industry, and the enterprise technology challenges of the Western Australian resources sector are among the most complex in the world. Remote assets, complex supply chains, integration of operational technology with enterprise systems, and the scale of capital projects create a unique set of SAP and ERP requirements. Our Perth practice is built around the resources sector.
We design delivery models for remote WA operations that combine fly-in, fly-out consulting support for on-site work with remote advisory between site visits. For operations in the Pilbara, Goldfields, or offshore environments, we structure programmes with clear on-site versus remote workstream separation so that travel costs are proportionate to delivery value.
COUPS provides Adelaide-based SAP consulting for South Australian manufacturing, energy, defence, and government organisations — senior consultant access without the overhead of a major-market engagement model.
Adelaide and South Australia's enterprise market is anchored in manufacturing, energy, defence, and state government. The defence sector has significant enterprise systems requirements as prime contractors invest in ERP modernisation to meet ITAR and sovereign capability requirements. South Australia's energy sector is also navigating significant transformation, with renewables investment creating new asset management and operational data requirements.
Yes. COUPS has consulting presence in Adelaide and can provide senior consultants on-site for Adelaide-based programmes. We structure delivery models proportionate to the programme scale.
Yes. We understand the compliance environment for enterprise systems supporting Australian defence programmes, including DISP membership requirements, ITAR compliance implications for system architecture, and the specific procurement and financial management requirements of defence prime contractors.
COUPS provides SAP consulting in Singapore for regional headquarters operations and Singapore-headquartered enterprises. Our APAC coverage ensures consistency of advisory across programmes spanning multiple markets.
Singapore is the APAC regional headquarters location for a large number of multinational enterprises, and the enterprise technology decisions made in Singapore typically have implications across the Asia Pacific region. SAP and ERP programmes run from Singapore must accommodate the regulatory environments, language requirements, and operational characteristics of markets across APAC. COUPS provides SAP consulting that bridges local regulatory and operational context with the global programme design.
Yes. Our APAC network covers Singapore, Australia, and Japan, and we have led multi-country SAP programmes across these markets. Our approach establishes a global template in the programme's design phase and manages country-specific localisation through a structured localisation framework, ensuring global architecture consistency while accommodating local requirements.
COUPS provides bilingual SAP advisory in Japan, bridging Japanese operational requirements and regulatory context with global SAP architecture design. We help Japanese enterprises design S/4HANA programmes that meet global standards while accommodating local requirements.
Japan's enterprise market has distinct characteristics affecting SAP and ERP programme design. Japanese business process requirements often diverge from global standards in ways that must be accommodated in system design. Japanese-language interface requirements and specific reporting requirements of Japanese regulatory and tax authorities add complexity to SAP implementations. And the cultural dimensions of change management in Japanese organisations require specific programme approaches.
Japanese-specific requirements — including J-SOX compliance, Japanese consumption tax handling, specific accounts payable processes, and Japanese-language reporting — are identified during the global template design phase and accommodated through a defined localisation layer. We design the localisation architecture to be clean core compliant, using BTP extensions where standard SAP localisation does not meet requirements.
COUPS provides Auckland-based SAP consulting bringing Australian and APAC enterprise-scale experience to New Zealand manufacturing, government, financial services, and agricultural organisations.
New Zealand's enterprise market shares many characteristics with Australia but has its own regulatory environment, organisation scale, and talent market for enterprise technology programmes. Organisations needing enterprise-grade SAP and ERP advisory often find that the local market is limited. COUPS provides Auckland-based SAP consulting that brings Australian and APAC enterprise-scale experience to New Zealand clients, proportionate to NZ-scale programmes without compromising on quality.
Yes. Our NZ practice understands the specific regulatory and compliance requirements that affect SAP implementations in New Zealand, including NZ GST handling, NZ IRD reporting, and NZ employment law requirements in SAP HCM. We design implementations that meet both global architecture standards and NZ local requirements.
18-month S/4HANA transformation across five business units, retiring three legacy ERP systems and delivering real-time operational visibility for 2,400 users.
A national manufacturing group operating across five business units had accumulated three separate ERP instances over two decades of acquisitions. Finance consolidation required five business days of manual effort each month. Inventory positions could not be reconciled across sites without overnight batch processing. Production planners were working from Excel-based tools because MRP data in the legacy ERP was unreliable. The board had approved a technology transformation programme to improve operational visibility and reduce the cost of running disconnected systems.
COUPS provided programme leadership and architecture design. A six-week landscape assessment quantified technical debt across all three ERP instances, assessed fit against S/4HANA standard functionality, and identified integration dependencies to be redesigned. The strategy recommended a phased brownfield migration for four business units and a greenfield implementation for the fifth (a recent acquisition). The architecture covered the S/4HANA multi-client landscape, integration architecture using SAP Integration Suite for 140 interfaces, and data migration for 20+ years of transactional history.
The programme was structured in four releases: finance and procurement first, then production planning and quality management, then plant maintenance, then the greenfield entity. COUPS led the architecture board throughout and provided programme management for the first two releases. A tier-one system integrator was engaged for configuration under architecture governance provided by COUPS. A dedicated data migration factory ran eight parallel loads across dress rehearsals before production cutover.
14-month programme consolidating 14 operational and enterprise data sources across 3 APAC countries into a unified cloud analytics estate, enabling predictive maintenance AI that reduced unplanned downtime by 23%.
A mining group with operations across three APAC countries had a fragmented data estate. Operational data from plant historians, SCADA systems, and maintenance management platforms was disconnected from enterprise data in SAP and finance systems. Monthly production reporting required a team of analysts to manually aggregate data from 14 source systems over a three-day cycle. The board had mandated real-time operational dashboards, but the underlying data architecture could not support this requirement. Additionally, the organisation had identified predictive maintenance as a priority AI use case — unplanned equipment downtime was costly, and the operational data needed to support predictive models existed but was not accessible in structured form.
COUPS designed a cloud lakehouse architecture with SAP Datasphere as the integration layer for SAP data, Azure Data Lake as the primary data store, and Azure Synapse Analytics as the processing and serving layer. A data governance framework established data ownership for each of the 14 source domains. Results: monthly production reporting cycle reduced from 72 hours to under 4 hours; real-time equipment performance dashboards deployed to operations managers; predictive maintenance model achieved 78% accuracy in identifying equipment requiring intervention 14 days in advance; and unplanned downtime reduced by 23% in the 12 months following model deployment.
22-month programme replacing a 20-year-old legacy ERP with SAP S/4HANA Public Cloud for 1,200 users — delivered on schedule and within budget, a result that stands against the industry average for public-sector ERP programmes.
A federal government agency was running a finance and procurement system in place for over 20 years, out of vendor support, hosted on infrastructure requiring urgent replacement. Two previous replacement attempts had been terminated before go-live due to scope and cost overruns.
COUPS conducted a six-week programme recovery assessment identifying three root causes of previous failures: poorly defined scope, over-optimistic benefit assumptions, and governance too slow to make required decisions. We recommended SAP S/4HANA Public Cloud, supported by a fit/gap analysis showing 94% of functional requirements met by standard functionality. A fixed-scope programme with locked business case and decision-velocity governance model followed. Results: delivered 3 days ahead of go-live date and within approved budget; 20-year legacy system retired; month-end close reduced from 10 days to 4 days; procurement approval times reduced by 60% through automated workflow.
What does SAP's clean core strategy mean for organisations approaching S/4HANA migration? This guide explains the principles, implications, and how to build a realistic clean core roadmap.
Clean core is SAP's architecture principle that the core S/4HANA system should be kept as close to standard as possible, with customisations and extensions built outside the core using SAP-standard APIs and BTP tools. In ECC, core modifications were common and often the easiest way to implement business requirements. They accumulated as technical debt that made upgrades expensive and change slow. In S/4HANA, SAP has invested in making standard functionality rich enough that most requirements can be met without core modification, and in providing BTP as the platform for clean extensions.
Australian enterprises approaching S/4HANA migration typically have two to five hundred customisations in their ECC landscape accumulated over a decade or more. Rebuilding them as S/4HANA customisations preserves technical debt. Retiring them forces process redesign. Building them as BTP extensions requires architecture discipline but produces a sustainable result. Organisations that adopt clean core during migration find subsequent upgrades take weeks rather than months, and features that SAP releases quarterly become available quickly rather than being blocked by upgrade risk assessment.
A practical clean core strategy starts with a customisation inventory and assessment. Every customisation should be documented, classified by business criticality and technical complexity, and evaluated against three options: retire (the business need no longer exists or can be met by standard functionality); adopt (replace with standard SAP functionality or process redesign); or extend (rebuild as a clean BTP extension). For a typical Australian enterprise with 300 to 500 ECC customisations, realistic outcomes are: 30-40% retired, 30-40% replaced by standard functionality with some process change, and 20-30% requiring clean BTP extensions.
For a mid-size enterprise with 200 to 400 ECC customisations, typically four to six weeks. For larger landscapes, eight to twelve weeks. This assessment is a prerequisite for the S/4HANA migration business case.
Yes, but the scope of the BTP entitlement varies by contract and does not always cover all services needed for a comprehensive extension architecture. Review the specific BTP services included in your RISE contract against your architecture requirements before signing.
No. Clean core means customisations are built in the right place (outside the core) using the right tools (BTP and standard APIs). Organisations can and should build extensions meeting their specific business requirements. The principle is about where and how, not whether.
The failure modes in ERP transformation are identifiable in advance and preventable with the right programme design. This article describes the five most common causes and their countermeasures.
The most common cause of ERP programme cost and schedule overrun is scope that grows during delivery without corresponding budget or timeline adjustment. The prevention: a thorough scope definition process, a change control process requiring financial impact quantification and executive approval for every addition, and a business case reviewed against actual scope at each major milestone.
Data quality issues discovered in the final quarter are the most common cause of go-live delay. The prevention: data quality assessment from the first programme phase, data cleansing as a funded workstream throughout delivery, and migration dress rehearsals validating completeness and accuracy against defined acceptance criteria.
Legacy integration landscapes are consistently underestimated. Some interfaces may not be documented. Some may connect to retired systems whose data flows are still relied upon. The prevention: comprehensive integration inventory in the strategy phase, integration migration as a dedicated programme workstream, and end-to-end integration testing validating business process flows rather than individual interface connectivity.
ERP transformation changes how people do their jobs. If people whose jobs change are not adequately prepared, go-live adoption is poor, workarounds proliferate, and business benefits fail to materialise. The prevention: change management budgeted at 15-25% of total programme cost, a change impact assessment identifying every affected role, and a sustained communication programme from programme start to post-go-live stabilisation.
Governance that cannot make decisions quickly enough is as damaging as no governance at all. The prevention: a steering committee meeting at least fortnightly during active delivery, clear decision rights defining which decisions the programme makes independently, and escalation paths allowing urgent decisions to reach the executive sponsor within 48 hours.
Data mesh and data lakehouse are the two most discussed data architecture patterns in enterprise technology. Both have real merits. The choice between them should be made based on organisational context, not architectural fashion.
A data lakehouse combines the low-cost storage and schema flexibility of a data lake with the governance, performance, and query capabilities of a data warehouse. The core idea is a single storage layer supporting both structured analytical queries and raw, unstructured data, with governance and access controls applied across the entire estate. Implementations typically use cloud object storage (Azure Data Lake Storage, AWS S3, Google Cloud Storage) with a governance and query layer (Delta Lake, Apache Iceberg) and a processing and serving layer (Azure Synapse, Databricks, Amazon Redshift, Google BigQuery). The data lakehouse pattern is centralised by design — a central data team manages the platform, pipelines, and data quality standards.
Data mesh is a decentralised architecture pattern treating data as a product owned by the business domain that generates it. Each domain is responsible for publishing its data as a product meeting defined standards of quality, accessibility, and documentation. Data mesh is an organisational and architectural pattern, not a specific technology. The critical components are: domain ownership, data as a product, self-serve infrastructure, and federated governance.
The lakehouse works well for organisations with centralised data teams, clear source system data ownership, and a manageable number of domains. The data mesh works well for large organisations with strong domain ownership culture, a history of centralised warehouse bottlenecks, and engineering maturity in domain teams to build and maintain data products. Most Australian enterprises in 2025 are adopting a pragmatic hybrid: lakehouse infrastructure with data mesh principles applied to data ownership and governance.
SAP BDC, built on SAP Datasphere, supports data mesh principles through its data product and data space capabilities. SAP-originated data domains can be published as data products and consumed by other domain teams without requiring centralised pipeline management. This makes BDC a natural fit for organisations applying data mesh principles to their SAP data estate.
Last updated: February 2026
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Last updated: February 2026
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