Data Framework
![aggregate.png](https://static.wixstatic.com/media/ee839c_e591f61bb6a64fd4a34668680d69058d~mv2.png/v1/fill/w_60,h_55,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/aggregate.png)
![Database.png](https://static.wixstatic.com/media/ee839c_c16137d073084bafb97a48723bf1065b~mv2.png/v1/fill/w_70,h_55,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/Database.png)
![Compute.png](https://static.wixstatic.com/media/ee839c_84cbbf51b2124ee5859bf2b2b7033d08~mv2.png/v1/fill/w_60,h_51,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/Compute.png)
![WhiteBox Logo 2021.png](https://static.wixstatic.com/media/ee839c_53c44a43c9df4223af090234436d3ad2~mv2.png/v1/fill/w_81,h_73,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/WhiteBox%20Logo%202021.png)
WhiteBox employs data frameworks and digital scaffolding to enhance management's capabilities to monitor, identify, and mitigate ESG risks- improving the company's ESG profile.
ESG ratings firms monitor and review news events, NGO/Government databases, company disclosures, and other sources to assign ESG ratings to companies, selling their reporting data to institutional investors.
![Rating.png](https://static.wixstatic.com/media/ee839c_19c3d863170c4dab8b93480f6f8bcead~mv2.png/v1/fill/w_99,h_91,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/Rating.png)
![satellite.png](https://static.wixstatic.com/media/ee839c_e29cd9d6af024f25a883e2a40e2a8cc3~mv2.png/v1/fill/w_70,h_65,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/satellite.png)
![Hashtag.png](https://static.wixstatic.com/media/ee839c_2a9b02d4bfa843488dcbb96027a5a814~mv2.png/v1/fill/w_45,h_40,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/Hashtag.png)
![Tweets.png](https://static.wixstatic.com/media/ee839c_e23ffa37d1914df59a493c0b1fb812bf~mv2.png/v1/fill/w_65,h_45,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/Tweets.png)
![Multiple Offices.png](https://static.wixstatic.com/media/ee839c_57601428df834b5b94353cf40bd0484e~mv2.png/v1/fill/w_92,h_85,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/Multiple%20Offices.png)
Satellite data has become more accessible and can be leveraged for various ESG monitoring tasks.
![Internet.png](https://static.wixstatic.com/media/ee839c_b902d995d0314349bcd98fef43dd5504~mv2.png/v1/fill/w_50,h_51,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/Internet.png)
![Community.png](https://static.wixstatic.com/media/ee839c_ab621a8bf5c24f94b6a4ce5d1ace5074~mv2.png/v1/fill/w_65,h_70,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/Community.png)
![News.png](https://static.wixstatic.com/media/ee839c_78eb03d9ca9643949894b9438fb6cab6~mv2.png/v1/fill/w_67,h_65,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/News.png)
The world wide web and social media can be leveraged for social insight and sentiment analysis.
Direct two-way dialogue with community members and other stakeholders is key to identifying environmental, social, and governance risks and impacts.
Daily news is a data source actively monitored by ratings agencies to help determine ESG scores of companies.
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Companies that can identify risks to mitigate before they materialize and become news events are inherently more resilient .
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![Regulator.png](https://static.wixstatic.com/media/ee839c_79a2f0c01a2349c0bcc49a66590839b5~mv2.png/v1/fill/w_50,h_55,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/Regulator.png)
![NGO.png](https://static.wixstatic.com/media/ee839c_37c24d99eb1d4c01afc65e4bd59ebb2f~mv2.png/v1/fill/w_48,h_55,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/NGO.png)
![University.png](https://static.wixstatic.com/media/ee839c_b75f0beea4da479897f29407c9430595~mv2.png/v1/fill/w_75,h_65,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/University.png)
Regulators, thinktanks, academia, and NGOs are an important source of ESG data and a valuable resource for tools to assess risks and impacts.
Integrating dispersed departments, offices, and siloed data is key to having a holistic view of an organization's ESG risks and impacts, for reporting purposes as well as to discover systematic issues to remedy.
![Supply Chain.png](https://static.wixstatic.com/media/ee839c_5799325e6e8742029d5482ccb20e591a~mv2.png/v1/fill/w_61,h_55,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/Supply%20Chain.png)
![factory.png](https://static.wixstatic.com/media/ee839c_71143c1c5e6f4bee80ddaf1d6c5c6d30~mv2.png/v1/fill/w_50,h_44,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/factory.png)
![Drill.png](https://static.wixstatic.com/media/ee839c_79f533a5a6324063951f1ddfc59f047d~mv2.png/v1/fill/w_46,h_45,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/Drill.png)
![Trees.png](https://static.wixstatic.com/media/ee839c_ed3468b831874075a2362e428fece670~mv2.png/v1/fill/w_67,h_65,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/Trees.png)
Ground sensors and IoT devices can create additional data for deep ESG monitoring and reporting.
![Ground Sensor.png](https://static.wixstatic.com/media/ee839c_3833ae423aff4def83726d6bd0ac3cb3~mv2.png/v1/fill/w_37,h_52,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/Ground%20Sensor.png)
Having a clear view of supply chain and value chain ESG risks is critical in bolstering institutional resilience and sustainability.
![Doc Search.png](https://static.wixstatic.com/media/ee839c_67ccf209e6ce4bc8873f7dfcfe6c3b9d~mv2.png/v1/fill/w_86,h_70,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/Doc%20Search.png)