All beneficiariescompanyPalantirIdeas that could help PalantirLLM-Interface Compiler for High-Stakes AutomationA software layer that wraps fixed LLMs in a strict 'observable-only' framework, using typed action handles and validity budgets to ensure reliability without retraining the model.Why it helps: They manage complex data integration and decision-support systems where auditable receipts and strict authority scopes are critical for government and corporate clients.