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diagrama KinexIA
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KinexIA app
inspiration The current health and wellness system has a systemic flaw: high-level training and personalized coaching are confined to exclusive facilities or require capital that most families lack. As part of a Family Holding committed to social value, we identified a critical need: the democratization of health through technology, regardless of whether the user trains at home or at commercial gyms. What it does KinexIA is an autonomous multi-agent ecosystem orchestrated via Vertex AI. We have moved beyond simple chatbots into Executive Agents: • Medical Agent: A safety guardian that analyzes clinical history and physical restrictions to prevent injury. • Training Agent: A technical architect that adapts exercises based on the user's environment (Home vs. Gym) and provides high-fidelity 3D visual guidance. • Nutrition Agent: Optimizes physiological performance by aligning macronutrients with training expenditure. • E-commerce Agent: Manages subscriptions and financial sustainability, ensuring the model remains scalable. How we built it We utilized Google Cloud as our infrastructure core. • Frontend: AppSheet for a seamless, cross-platform user experience. • Brain: Vertex AI with Gemini 1.5 Pro to manage agentic reasoning and multi-modal instructions. • Database: Firestore for real-time user data management and historical tracking. • Automation: Google Cloud Functions to orchestrate agent communication and WhatsApp/Email delivery. Challenges we ran into Integrating a multi-agent system with strict safety protocols was our primary challenge. We solved this by implementing a "Safety-First" cascade architecture, where the Medical Agent always validates data before the Training or Nutrition Agents execute their logic. Accomplishments that we're proud of Creating a system that doesn't just "provide information" but executes actions. KinexIA demonstrates that AI can be a tool for both physical optimization and financial literacy, proving that technology can act as a driver for social mobility. What we learned We learned that the true power of AI lies in orchestration. By dividing tasks into specialized agents, we achieve a level of reliability and safety that single-model applications cannot match. What's next for KinexIA We are expanding our agentic network to integrate real-time wearable data, further personalizing the health journey and strengthening the economic impact of our Family Holding's social foundation.
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