Agents Prompt People: Using Agents for Long-Horizon Financial Work

Arca, an AI-native wealth management firm, uses AI agents primarily for long-horizon financial tasks lasting up to ten days, with human advisors retaining final decision authority. The company employs models from Anthropic and OpenAI, mainly Claude, and has developed an internal memory system and safety guardrails to track client actions and ensure secure operations.