Net Results Group Welcomes Terrence O'Hanlon to Its Board of Directors — Reliability Framework Pioneer Joins MRO Data Leader
AI / Machine Learning | 3 min read
Net Results Group, LLC (Glenview, Kentucky; established 1996; leading provider of MRO master data management solutions and MDaaS technology), has announced the appointment of Terrence O'Hanlon to its Board of Directors. O'Hanlon is the creator of the Uptime® Elements — A Reliability Framework and Asset Management System™ — the most widely implemented reliability framework in the world — and Executive Director of the Reliability Leadership Institute LLC (RLI). He brings decades of experience at the intersection of asset reliability, organisational culture, and operational performance. His appointment deepens Net Results Group's connection to the global reliability community at a moment when the stakes for MRO data quality have never been higher: industry data indicates that approximately 30% of item data in industrial catalogues contains errors, and companies spend significant time and resources on manual data correction each year — directly impacting equipment uptime, spare parts availability, and maintenance execution.
"Quality decisions require quality data. Terrence has spent his career building the frameworks that define how reliability should be practised. The fact that MRO master data quality sits at the foundation of every one of those frameworks makes this partnership a natural fit. We are honoured to have his voice at the table as we continue to grow."
— Lance Gilbert, Managing Partner and Board Chairman, Net Results Group
Terrence O'Hanlon — Uptime Elements, the Global Reliability Movement, and MRO Data
As the architect of the Uptime Elements Body of Knowledge — a comprehensive framework spanning seven domains including Work Execution Management, Asset Condition Management, and Lubrication Execution and Reliability — O'Hanlon has helped thousands of industrial organisations worldwide move from reactive maintenance cultures to proactive, reliability-centred operations. His framework has become the defining methodology for how asset-intensive organisations think about reliability, maintenance, and operational performance at scale. The connection to Net Results Group's work is structural: MRO master data quality — governing what part is available, where, and whether its data is accurate — sits at the foundation of every reliability programme. Without clean, governed master data, even the most sophisticated reliability frameworks cannot deliver their intended outcomes.
"The reliability community has long understood that the right part, in the right place, at the right time is not a supply chain problem — it is a data problem. Net Results Group has built something rare: a technology platform and professional services capability that actually solves the master data challenge at scale. I am looking forward to contributing to their mission and helping connect their work to the broader reliability leadership movement."
— Terrence O'Hanlon, Board Director, Net Results Group; Executive Director, Reliability Leadership Institute LLC
Net Results Group — MRO3i™ Platform and the MRO Master Data Challenge
Net Results Group combines its cloud-based MRO3i™ technology suite with field and remote professional services to help asset-intensive organisations govern Material Master, Service Master, Asset Master, Vendor Master, and Bill of Materials data. Its Data Dictionary contains over 6,000 taxonomy templates and integrates with major ERP, EAM, and CMMS platforms including IBM Maximo, IFS, Oracle, SAP, and JDE. The MDaaS (Master Data as a Service) model positions Net Results Group as a long-term data governance partner for industrial organisations navigating the operational and financial consequences of poor MRO data — from excess inventory and unplanned downtime to failed maintenance execution at critical moments.
Key Takeaways
- • Net Results Group, LLC (Glenview, Kentucky; established 1996; Managing Partner and Board Chairman Lance Gilbert; leading provider of MRO master data management solutions and MDaaS technology; cloud-based MRO3i™ technology suite) has appointed Terrence O'Hanlon to its Board of Directors. O'Hanlon is the creator of the Uptime® Elements — A Reliability Framework and Asset Management System™ (most widely implemented reliability framework in the world) and Executive Director of the Reliability Leadership Institute LLC (RLI).
- • Terrence O'Hanlon's background: decades of experience at the intersection of asset reliability, organisational culture, and operational performance. Architect of the Uptime Elements Body of Knowledge — a comprehensive framework spanning seven domains including Work Execution Management, Asset Condition Management, and Lubrication Execution and Reliability. Has helped thousands of industrial organisations worldwide move from reactive maintenance cultures to proactive, reliability-centred operations. His appointment connects Net Results Group to the global reliability leadership movement.
- • Why the appointment is strategically aligned: MRO master data quality sits at the foundation of every reliability programme — governing what part is available, where, and whether its data is accurate. Without clean, governed master data, even the most sophisticated reliability frameworks cannot deliver intended outcomes. Industry data: approximately 30% of item data in industrial catalogues contains errors; companies spend significant time and resources on manual data correction annually — directly impacting equipment uptime, spare parts availability, and maintenance execution.
- • Net Results Group platform: MRO3i™ cloud-based technology suite with field and remote professional services for asset-intensive organisations. Governs Material Master, Service Master, Asset Master, Vendor Master, and Bill of Materials data. Data Dictionary: 6,000+ taxonomy templates. Integrations: IBM Maximo, IFS, Oracle, SAP, JDE (ERP/EAM/CMMS platforms). MDaaS (Master Data as a Service) model. Operational consequences of poor MRO data addressed: excess inventory, unplanned downtime, failed maintenance execution, spare parts unavailability.
- • Strategic significance: O'Hanlon's appointment is framed as connecting Net Results Group's technology and professional services capability — solving the master data challenge at scale — to the broader reliability leadership movement. As industrial organisations increasingly pursue AI-driven operational intelligence, predictive maintenance, and autonomous asset management, clean and governed MRO master data is the foundational layer that makes those AI and ML initiatives actionable. The partnership positions Net Results Group at the intersection of the reliability framework community and the industrial data infrastructure that underpins it.