2/27/2026 9:29:56 AM - Message: New survey response : 00c3a825-7c39-48f7-9d4f-24b88630f094, SurveyTitle: AI /27-2-2026/9:19:55 2/27/2026 9:29:56 AM - Message: ResponseValue to add :- questionText:1.1 In which country income category is your primary professional activity based?, Value:Uppermiddleincomecountry 2/27/2026 9:29:56 AM - Message: ResponseValue(0/1) to add :- questionText:1.2 In which regions do you currently operate? (Select all that apply), Value:SubSaharanAfrica 2/27/2026 9:29:56 AM - Message: ResponseValue to add :- questionText:1.3 Primary sector:, Value:TechnologyAIcompany 2/27/2026 9:29:56 AM - Message: ResponseValue to add :- questionText:1.4 If applicable, how would you classify your organization’s market position?, Value:Tier2 2/27/2026 9:29:56 AM - Message: ResponseValue to add :- questionText:1.5 What is your primary role?, Value:Executiveseniormanagement 2/27/2026 9:29:56 AM - Message: ResponseValue to add :- questionText:2.1 In your view, what is the biggest barrier to deploying AI-enabled energy solutions in developing countries?, Value:Costandfinancing 2/27/2026 9:29:56 AM - Message: ResponseValue to add :- questionText:2.2 How effective are current government policies in your region/country at promoting affordable access to energy and digital infrastructure needed for AI?, Value:Veryineffective 2/27/2026 9:29:56 AM - Message: ResponseValue(0/3) to add :- questionText:2.3 Which government levers are most important to democratize last-mile energy and AI access? (Select up to 2), Value:Publicprocurement 2/27/2026 9:29:56 AM - Message: ResponseValue(1/3) to add :- questionText:2.3 Which government levers are most important to democratize last-mile energy and AI access? (Select up to 2), Value:Subsidiesorincentives 2/27/2026 9:29:56 AM - Message: ResponseValue(2/3) to add :- questionText:2.3 Which government levers are most important to democratize last-mile energy and AI access? (Select up to 2), Value:Publicprivatepartnerships 2/27/2026 9:29:56 AM - Message: ResponseValue to add :- questionText:2.4 To what extent do current AI-enabled energy solutions risk creating new forms of technological dependency?, Value:Moderate 2/27/2026 9:29:56 AM - Message: ResponseValue(0/4) to add :- questionText:2.5 Which design features most help avoid dependency and lock-in? (Select up to 2), Value:Interoperableopenstandards 2/27/2026 9:29:56 AM - Message: ResponseValue(1/4) to add :- questionText:2.5 Which design features most help avoid dependency and lock-in? (Select up to 2), Value:Localdataownership 2/27/2026 9:29:56 AM - Message: ResponseValue(2/4) to add :- questionText:2.5 Which design features most help avoid dependency and lock-in? (Select up to 2), Value:Modularanddecentralizedsystems 2/27/2026 9:29:56 AM - Message: ResponseValue(3/4) to add :- questionText:2.5 Which design features most help avoid dependency and lock-in? (Select up to 2), Value:Localmaintenanceandsupport 2/27/2026 9:29:56 AM - Message: ResponseValue to add :- questionText:2.6 What is one concrete policy or intervention that could most improve last-mile access to AI-enabled energy systems? (Optional), Value:The creation and deployment of a Digital Public Infrastructure (DPI) for the energy sector. 2/27/2026 9:29:56 AM - Message: ResponseValue to add :- questionText:3.1 How significant do you expect AI-driven demand (e.g. data centers, digital infrastructure) to be for future energy growth in developing countries?, Value:Limited 2/27/2026 9:29:56 AM - Message: ResponseValue to add :- questionText:3.2 In your experience, does AI currently accelerate or slow down the transition to renewable energy?, Value:Neutral 2/27/2026 9:29:56 AM - Message: ResponseValue(0/5) to add :- questionText:3.3 What role can AI play in enabling renewable energy systems? (Select up to 2), Value:Forecastinganddemandmanagement 2/27/2026 9:29:56 AM - Message: ResponseValue(1/5) to add :- questionText:3.3 What role can AI play in enabling renewable energy systems? (Select up to 2), Value:Gridoptimizationandstability 2/27/2026 9:29:56 AM - Message: ResponseValue(2/5) to add :- questionText:3.3 What role can AI play in enabling renewable energy systems? (Select up to 2), Value:Integrationofdistributedenergyresources 2/27/2026 9:29:56 AM - Message: ResponseValue(3/5) to add :- questionText:3.3 What role can AI play in enabling renewable energy systems? (Select up to 2), Value:Energystorageoptimization 2/27/2026 9:29:56 AM - Message: ResponseValue(4/5) to add :- questionText:3.3 What role can AI play in enabling renewable energy systems? (Select up to 2), Value:Climateriskandresilienceplanning 2/27/2026 9:29:56 AM - Message: ResponseValue to add :- questionText:3.4 Are current AI investments being effectively aligned with renewable energy deployment in emerging economies?, Value:No 2/27/2026 9:29:56 AM - Message: ResponseValue(0/3) to add :- questionText:3.5 Which mechanisms could best ensure that new energy capacity driven by AI demand is green? (Select up to 2), Value:Carbonpricingoremissionsstandards 2/27/2026 9:29:56 AM - Message: ResponseValue(1/3) to add :- questionText:3.5 Which mechanisms could best ensure that new energy capacity driven by AI demand is green? (Select up to 2), Value:Corporaterenewableprocurementcommitments 2/27/2026 9:29:56 AM - Message: ResponseValue(2/3) to add :- questionText:3.5 Which mechanisms could best ensure that new energy capacity driven by AI demand is green? (Select up to 2), Value:Gridaccessprioritizationforrenewables 2/27/2026 9:29:56 AM - Message: ResponseValue to add :- questionText:3.6 What is the biggest missed opportunity today to link AI growth with renewable energy expansion? (Optional), Value:The focus is on energy addition, building any new power source to meet AI demand rather than strategically integrating it. 2/27/2026 9:29:56 AM - Message: ResponseValue to add :- questionText:4.1 How much influence do Tier 1 energy and technology companies have over energy and AI outcomes in developing countries?, Value:Moderate 2/27/2026 9:29:56 AM - Message: ResponseValue(0/3) to add :- questionText:4.2 Which responsibilities should Tier 1 companies prioritize? (Select up to 2), Value:Affordablepricingmodels 2/27/2026 9:29:56 AM - Message: ResponseValue(1/3) to add :- questionText:4.2 Which responsibilities should Tier 1 companies prioritize? (Select up to 2), Value:Localcapacityandskillsdevelopment 2/27/2026 9:29:56 AM - Message: ResponseValue(2/3) to add :- questionText:4.2 Which responsibilities should Tier 1 companies prioritize? (Select up to 2), Value:Long-terminfrastructureinvestment 2/27/2026 9:29:56 AM - Message: ResponseValue to add :- questionText:4.3 To what extent do current Tier 1 business models risk reinforcing market concentration or technology lock-in?, Value:High 2/27/2026 9:29:56 AM - Message: ResponseValue(0/3) to add :- questionText:4.4 Which accountability mechanisms are most effective for Tier 1 companies operating in developing countries? (Select up to 2), Value:Public–privatepartnerships 2/27/2026 9:29:56 AM - Message: ResponseValue(1/3) to add :- questionText:4.4 Which accountability mechanisms are most effective for Tier 1 companies operating in developing countries? (Select up to 2), Value:Multilateralordevelopmentbankconditions 2/27/2026 9:29:56 AM - Message: ResponseValue(2/3) to add :- questionText:4.4 Which accountability mechanisms are most effective for Tier 1 companies operating in developing countries? (Select up to 2), Value:Marketcompetition 2/27/2026 9:29:56 AM - Message: ResponseValue to add :- questionText:4.5 How effective are current technology transfer and knowledge-sharing efforts led by Tier 1 companies?, Value:Somewhatineffective 2/27/2026 9:29:56 AM - Message: ResponseValue to add :- questionText:4.6 In one sentence, how should the role of Tier 1 companies evolve to better support equitable and resilient energy systems in developing countries? (Optional), Value:They cant, they are limited by government fears of being replaced.