FinAgent: An Agentic AI Framework Integrating Personal Finance and Nutrition Planning
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Abstract (arXiv)
The issue of limited household budgets and nutritional demands continues to be a challenge especially in the middle-income environment where food prices fluctuate. This paper introduces a price aware agentic AI system, which combines personal finance management with diet optimization. With household income and fixed expenditures, medical and well-being status, as well as real-time food costs, the system creates nutritionally sufficient meals plans at comparatively reasonable prices that automatically adjust to market changes. The framework is implemented in a modular multi-agent architecture, which has specific agents (budgeting, nutrition, price monitoring, and health personalization). These agents share the knowledge base and use the substitution graph to ensure that the nutritional quality is maintained at a minimum cost. Simulations with a representative Saudi household case study show a steady 12-18% reduction in costs relative to a static weekly menu, nutrient adequacy of over 95% and high performance with price changes of 20-30%. The findings indicate that the framework can locally combine affordability with nutritional adequacy and provide a viable avenue of capacity-building towards sustainable and fair diet planning in line with Sustainable Development Goals on Zero Hunger and Good Health.
Key facts. Cited by 6 papers in the map (data through 14 Oct 2026). Builds on 4 of its 29 references that are in the map. First posted on arXiv 24 Dec 2025.
Builds on
4 of 29 references.
References · 4
- 2020Language Models are Few-Shot Learnerscited by 32,419
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- 2023Generative Agents: Interactive Simulacra of Human Behaviorcited by 3,568
- 2025Generative to Agentic AI: Survey, Conceptualization, and Challengescited by 33
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Citing papers per year: 2025: 1; 2026: 5.
6 papers.
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- 2026Use of AI Tools: Guidelines to Maintain Academic Integrity in Computing Colleges13 Apr 2026
- 2026Governance-Constrained Agentic AI: Blockchain-Enforced Human Oversight for Safety-Critical Wildfire Monitoring5 Apr 2026
- 2026Agents for Agents: An Interrogator-Based Secure Framework for Autonomous Internet of Underwater Things5 Apr 2026
- 2025Toward Trustworthy Agentic AI: A Multimodal Framework for Preventing Prompt Injection Attacks29 Dec 2025
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