Integrate LLM for Strategic Recommendations

implementationChallengeDecember 5, 2025

Prompt Content

Develop an integration layer to feed the outputs of your predictive models (e.g., forecast, identified risks) to a large language model like Claude Opus 4.1. The LLM should then analyze these insights in the context of broader geopolitical and economic factors to generate strategic recommendations for government or corporate entities (e.g., 'diversify sourcing to specific regions', 'adjust strategic reserve levels', 'invest in specific mining technologies'). Ensure the recommendations are structured and actionable.

Run with your own API keysBYOK

Use your Anthropic, OpenAI, or Vertex keys to execute this prompt directly in Vera. keys are stored locally in your browser.

Usage Tips

Copy the prompt and paste it into your preferred AI tool (Claude, ChatGPT, Gemini)

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