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What Mechanical Integrity program improvements will deliver integrity and reliability performance?","@type":"Question","acceptedAnswer":{"text":"Visualization and Digital Twins:For me personally, visualization is critical to enhancing any program. Whether I am looking at a spreadsheet, an inspection report, an engineering specification sheet or U1A, visualization of a digital twin helps me visualize the equipment and its degradation locations. Sometimes, when I don’t have visualization tools, I physically draw it out on a white board to “see” what problem I’m working to solve for the equipment. Seeing is believing, and for me, being able","@type":"Answer"}},{"name":"2. What are some of the most common resources and/or digital challenges integrity leaders face when looking to scale the Mechanical Integrity program?","@type":"Question","acceptedAnswer":{"text":"It seems that the three biggest constraints are time, budget, and initiative.","@type":"Answer"}},{"name":"3. What should organizations consider when looking to integrate new and existing Mechanical Integrity capabilities and technologies?","@type":"Question","acceptedAnswer":{"text":"It sounds like a bit of a sales pitch coming from me, but organizations need to bring in outside expertise to support their existing team and help them establish the future of their mechanical integrity program. The current team is there to sustain operations but not necessarily to change and upgrade the program. Outside expertise, such as our team at Cognascents, will implement an upgraded program to ensure the current team can utilize the upgraded technology and methodologies with success. Hav","@type":"Answer"}},{"name":"4. How can companies measure their progress in capturing the value of their Mechanical Integrity initiatives?","@type":"Question","acceptedAnswer":{"text":"Measuring the value of a future-proof mechanical integrity program will be different for every organization. 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What Mechanical Integrity program improvements will deliver integrity and reliability performance?"},{"answer":"It seems that the three biggest constraints are time, budget, and initiative.","category":"general","question":"2. What are some of the most common resources and/or digital challenges integrity leaders face when looking to scale the Mechanical Integrity program?"},{"answer":"It ‍sounds ​like ​a ​bit ​of ‍a ​sales ​pitch ​coming ​from ‍me, ‍but ‍organizations ​need ‍to ​bring ​in ​outside ‍expertise ​to ​support ‍their ​existing ​team ‍and ​help ​them ‍establish ‍the ​future ‍of ​their ​mechanical ‍integrity ​program. ​The ‍current ​team ‍is ​there ‍to ‍sustain ​operations ‍but ‍not ‍necessarily ‍to ‍change ‍and ​upgrade ​the ​program. ​Outside ‍expertise, ​such ​as ​our ​team ‍at ‍Cognascents, ‍will ​implement ‍an ​upgraded ​program ​to ‍ensure ​the ​current ‍team ​can ​utilize ‍the ​upgraded ​technology ‍and ‍methodologies ​with ‍success. ​Hav","category":"general","question":"3. 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