{"query_echo":{"q":"","filters":{"analysis_type":["technological proposal"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'technological proposal' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":2,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=technological+proposal","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"rmi-000601","url":"https://climateinsightsdirectory.org/document/rmi-000601","title":"Looking Beyond Greenhouse Gases: Everything You Don’t Want to Know about the Things You Buy","publisher":{"name":"RMI","organization":"rmi"},"document_type":"briefing","language":"en","date_published":"2022-04-01","source_url":"https://rmi.org/resources/looking-beyond-greenhouse-gases/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The briefing highlights the critical need for transparent supply chains to mitigate human rights abuses and environmental damage associated with the energy transition. It proposes using digital tools, such as blockchain data architecture, to track both embodied greenhouse gas emissions and broader ESG factors, moving away from anonymous commodity markets toward a system where data follows the goods.","ai_generated":true,"unit":"rmi-000601#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Material supply chains for the energy transition are frequently linked to severe human rights violations. Specifically, in the Democratic Republic of the Congo, which provides 60 percent of global cobalt, 20 percent of mining operations rely on child labor, affecting approximately 40,000 children.","ai_generated":true,"unit":"rmi-000601#insight-1","date_modified":"2026-10-23"},{"text":"Current ESG reporting is inefficient and unstandardized, functioning like a \"game of telephone\" where incomplete information is passed between companies. The document proposes replacing this with a decentralized digital system using barcodes to link ESG and climate data to products throughout the manufacturing process.","ai_generated":true,"unit":"rmi-000601#insight-2","date_modified":"2026-10-23"},{"text":"RMI's Climate Intelligence Program is developing an open-source blockchain data architecture through the Supply Chain Emissions Initiative. While initially designed to track embodied greenhouse gas emissions to distinguish high-carbon from low-carbon commodities, RMI plans to expand this system to track broader ESG attributes.","ai_generated":true,"unit":"rmi-000601#insight-3","date_modified":"2026-10-23"},{"text":"Regulatory pressure is increasing regarding sustainability disclosures. In February 2022, the European Commission announced plans for mandated corporate environmental and human rights due diligence, and in March 2022, the US Securities and Exchange Commission released initial standards for mandatory GHG emissions reporting for listed companies.","ai_generated":true,"unit":"rmi-000601#insight-4","date_modified":"2026-10-23"}],"climate_tags":["Global supply chain governance","environmental, social and corporate governance","greenhouse gas emissions","energy transition","blockchain","embedded emissions","human rights","climate justice"],"geography_discussed":["Democratic Republic of the Congo","European Union","United States"],"frame_perspective":[],"analysis_type":["policy analysis","technological proposal"]},{"id":"saiia-001859","url":"https://climateinsightsdirectory.org/document/saiia-001859","title":"MINING THE SOCIO-ECONOMIC BENEFITS OF THE EXTRACTIVE INDUSTRIES","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"policy brief","language":"en","date_published":"2018-04","source_url":"https://saiia.org.za/wp-content/uploads/2018/05/Policy-Insights-55.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The policy brief examines the intersection of the extractive industries, the Sustainable Development Goals (SDGs), and the Fourth Industrial Revolution. It argues that 'social risk' arises from a failure to achieve 'shared value'—where communities, governments, and companies all benefit from resource endowments. The authors propose the Socio-Economic Technology Initiative (SETI), an open data platform designed to aggregate structured quantitative and unstructured qualitative data to improve development planning and community engagement. Using South Africa as a case study, the document highlights failures in integrated planning and the risk of 'post-mining ghost towns' due to maturing ore bodies and increased mechanisation. It concludes that big-data analytics can reduce transaction costs for collaboration and ensure more equitable socio-economic outcomes.","ai_generated":true,"unit":"saiia-001859#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a direct correlation between the failure to implement 'shared value'—the principle that all stakeholders receive a fair share of resource opportunities—and increased social risk for mining projects.","ai_generated":true,"unit":"saiia-001859#insight-1","date_modified":"2026-10-23"},{"text":"Technological advances in the Fourth Industrial Revolution are expected to reduce direct employment in mining as robots replace rock drill operators and drones handle geothermal mapping, though new roles for technicians and programmers may emerge.","ai_generated":true,"unit":"saiia-001859#insight-2","date_modified":"2026-10-23"},{"text":"The global transition toward a circular or 'doughnut' economy may render certain minerals, such as coal, obsolete, while demand will likely double for metals essential for green technology, including lithium, copper, platinum, cobalt, chrome, and manganese.","ai_generated":true,"unit":"saiia-001859#insight-3","date_modified":"2026-10-23"},{"text":"In mature mining jurisdictions like South Africa, the decline of ore bodies and the loss of previous labour-absorptiveness create a significant risk of creating 'post-mining ghost towns' lacking sustainable economic activity.","ai_generated":true,"unit":"saiia-001859#insight-4","date_modified":"2026-10-23"},{"text":"The Socio-Economic Technology Initiative (SETI) is designed as an open data platform to disrupt community engagement barriers such as 'fragmentation and gatekeeping' by allowing direct input from mine-affected communities.","ai_generated":true,"unit":"saiia-001859#insight-5","date_modified":"2026-10-23"},{"text":"South Africa's development planning in mining areas is hindered by fragmented alignment between national, provincial, and local governments, leading to inefficient resource allocation and overlapping mandates between municipal and tribal trust lands.","ai_generated":true,"unit":"saiia-001859#insight-6","date_modified":"2026-10-23"},{"text":"Existing local planning tools in South Africa, such as Social and Labour Plans (SLPs) and Integrated Development Plans (IDPs), often lack inclusiveness, feasibility testing, and alignment with one another.","ai_generated":true,"unit":"saiia-001859#insight-7","date_modified":"2026-10-23"}],"climate_tags":["extractive industry","Sustainable Development Goals","circular economy","community engagement"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["policy analysis","technological proposal"]}]}