--- title: Sound QI Blog | Laurie Weston Bellman description: Sound QI blog where our President, Laurie Weston, presents interesting ideas in a blog format on geophysics, machine learning, the human machine partnership, Quantitative Interpretation (QI), seismic attributes, and more. --- - [MAESTRO SOFTWARE](https://maestro-mapping.com/site/) - [SERVICES](https://www.sound-qi.com/services) - [CASE STUDIES](https://www.sound-qi.com/case-studies) - [RESOURCES](https://www.sound-qi.com/resources) - [QI 101](https://info.sound-qi.com/en/qi101) - MORE - [ABOUT](https://www.sound-qi.com/about) - [CONTACT](https://www.sound-qi.com/contact) - [NEWS & EVENTS](https://www.sound-qi.com/news) # Sound QI Blog - [All Posts](https://blog.sound-qi.com) - [All Posts](https://blog.sound-qi.com) ## Laurie Weston Bellman Find me on: ### Recent Posts ## [Optimizing the Human/Machine Partnership: Revealing More Value than Ever from Investments in Data](https://blog.sound-qi.com/optimizing-the-human/machine-partnership-revealing-more-value-than-ever-from-investments-in-data) Posted by [Laurie Weston Bellman](https://blog.sound-qi.com/author/laurie-weston-bellman) on Mar 27, 2019 8:45:17 AM - [Tweet](https://twitter.com/share) [![](https://blog.sound-qi.com/hubfs/MachineandHumanIntelligenceScale.jpg)](https://blog.sound-qi.com/optimizing-the-human/machine-partnership-revealing-more-value-than-ever-from-investments-in-data) It would be an understatement to say we are overwhelmed by data. The technology to acquire tidal waves of data is upon us: seismic, well logging, production monitoring, microseismic, time-lapse seismic, environmental elements, plus the layers of "meta-data" that accompany each data type. We are literally struggling to catch up, let alone keep pace. I don’t know of anyone who has demonstrated the kind of unequivocal mastery over all their data necessary to make it perform, dynamically, on demand, the elegantly choreographed, integrated dance we have in our imagination. Loose ends, incomplete systems, human error, false correlations, misleading biases, broken connections, bottlenecks, sampling gaps, communication failure, and much more are the truly messy reality. [Read More](https://blog.sound-qi.com/optimizing-the-human/machine-partnership-revealing-more-value-than-ever-from-investments-in-data) 0 Comments [Click here to read/write comments](https://blog.sound-qi.com/optimizing-the-human/machine-partnership-revealing-more-value-than-ever-from-investments-in-data#comments-listing) [All posts](https://blog.sound-qi.com/all) ### Subscribe Here! ## Featured posts [![Share on facebook](https://7528309.fs1.hubspotusercontent-na1.net/hub/7528309/hubfs/raw_assets/public/mV0_d-web-default-modules_hubspot/img/facebook-color.png?width=24&name=facebook-color.png)](https://www.facebook.com/Sound-QI-416723755760167/) [![Share on linkedin](https://7528302.fs1.hubspotusercontent-na1.net/hub/7528302/hubfs/raw_assets/public/mV0_d-web-default-modules_hubspot/img/linkedin-color.png?width=24&name=linkedin-color.png)](https://www.linkedin.com/company/sound-qi/) [![Share on twitter](https://7528304.fs1.hubspotusercontent-na1.net/hub/7528304/hubfs/raw_assets/public/mV0_d-web-default-modules_hubspot/img/twitter-color.png?width=24&name=twitter-color.png)](https://twitter.com/SoundQI) Share Post ### Sound QI - [Products](https://www.sound-qi.com/qi-pro) - [Services](https://www.sound-qi.com/services) - [Client Success](https://www.sound-qi.com/case-studies) - [Blog](https://blog.sound-qi.com/) - [About](https://www.sound-qi.com/about) - [Contact](https://www.sound-qi.com/contact) - [Privacy Policy](https://www.sound-qi.com/privacy-policy) - [Terms & Conditions](https://www.sound-qi.com/terms-and-conditions) - Use of Cookies [Book a Demo](https://www.sound-qi.com/contact) ### Contact © 2025 by Sound QI - [![linkedin](https://blog.sound-qi.com/hubfs/linked.png)](https://www.linkedin.com/company/2576663/) - [![White Facebook Icon](https://blog.sound-qi.com/hubfs/fb.png)](https://www.facebook.com/Sound-QI-416723755760167/) - [![White Twitter Icon](https://blog.sound-qi.com/hubfs/tweet.png)](https://twitter.com/SoundQI)