Finance Efficiency and AI Success Start With Data Quality: Hackett Reveals Top Master Data Management (MDM) Providers
Report finds leading MDM technologies improve data standards that enable finance organizations to increase staff productivity (3X) and reduce finance costs (45%)
Improving data standards has a transformational impact on finance organizations, driving a 3X increase in staff productivity and a 45% decrease in finance costs – critical efficiencies because finance leaders are increasingly being asked to do more with less. At the same time, these leaders are also being tasked with spearheading their organizations’ digital transformations, which now largely focus on leveraging AI-enabled technologies. However, leading organizations are quickly realizing that data quality is a key requisite to maximizing the benefits of AI. Likewise, high-quality data is critical for lagging organizations striving to establish excellence in their transactional processes. All of these factors create a compelling business case for investing in solutions that enable data standardization.
The Master Data Management Digital World Class® Matrix provides an in-depth guide to the leading software providers and the impact of their solutions on companies’ operations, generating accurate transactions, preventing fraud and improving revenue assurance. The report evaluated 16 software vendors for their capabilities and the value delivered to clients based on vendor briefings and customer data input across 26 different value criteria.
The report evaluates MDM vendors based on their capabilities and value realization. Capability ratings assess a vendor’s capacity to enable effective governance and management of critical data domains – including customer, supplier, product, and employee through core functions like data modeling, acquisition/integration, quality, security, user interface, and analytics.
Value realization ratings measure vendors’ impact on key MDM performance metrics such as data accuracy, record creation speed, issue resolution and overall user adoption. Among end users assessed, 58% create new master records within two hours, 55% maintain duplicate records at 10% or less, and 75% have improved data visibility and intelligence.
Top vendors are excelling in the top three stated software selection objectives: improved data accuracy and consistency, increased operational efficiency, and enhanced decision-making. Leading solutions offer intuitive data modeling with intelligent data integration, along with key functionality of data match/merge, enrichment and deduplication. Select vendors are excelling with data security/privacy and delivering real-time dashboards.
All vendors are integrating AI into their platforms, including natural language interaction, automated data management and low-code/no-code development. Gen AI specifically enhances data accuracy by identifying and correcting errors while automating reconciliation. AI technology provides intelligent recommendations for data stewards, allowing them to focus on strategic tasks rather than repetitive data management activities.
“Organizations are rapidly learning that to fully exploit Gen AI-enabled applications, they must be fueled by timely and accurate data,” said
By using this comprehensive analysis, functional professionals in finance, procurement, information technology, and human resources can make informed purchasing decisions aligned with the strategic priorities and critical metrics they seek to impact through improved master data governance and management.
MDM Digital World Class® assessments are part of The Hackett Group’s full 68-page report. The assessments should be read in the context of the entire report. A 33-page MDM Digital World Class® Matrix Report summary report is also available complimentary with registration. Inquiries about purchasing the full MDM Digital World Class® Matrix report can be made by visiting our Market Intelligence webpage.
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