Dear Client,
N&T Negocios y Tecnologias s.r.l. is a reputable company with 20 years of experience in the IT industry, specializing in the development of web, mobile, blockchain, and AI projects. We have successfully delivered various projects for our clients, providing innovative and efficient solutions tailored to their specific needs.
We are excited to present our proposal for the AI Agent Media Campaign Optimizer project. This project involves developing an AI platform for optimizing media campaigns, specifically targeting marketing agencies. The platform already has a functional MVP with an interface, but it requires integrations and the implementation of an AI agent to enhance its capabilities.
Our proposed solutions for this project include:
1. Backend & Integrations:
- Integration with Ads APIs (Meta Ads, Google Ads, TikTok Ads) for real-time data retrieval.
- Implementation of an OAuth2 authentication system for these platforms.
- Replacement of the current mock authentication system with a secure one (Auth0, Firebase Auth, JWT + OAuth2).
- Development of a real-time alert system using WebSocket or tools like Pusher/Socket.io.
2. Data Features:
- Creation of jobs for automatic data synchronization (e.g., every 5 minutes).
- Storage of metrics history for temporal analysis.
- Development of algorithms for automatic insights calculation and report export in PDF/Excel format.
3. AI System:
- Integration with an NLP API for AI integration in chat.
- Training the model to answer technical marketing questions.
- Development of scripts for predictive analysis using Python with Pandas/Scikit-learn.
Considering the requirements of the project, we recommend using a microservices architecture with cloud-based services for scalability and flexibility. Technologies such as Python, Node.js, and React can be utilized for backend, frontend, and AI functionalities, respectively.
We believe that our proposed architecture and technologies will ensure the successful implementation of the project. We look forward to discussing this proposal further with you and collaborating on this exciting project. Please do not hesitate to contact us with any questions or feedback.
We await your cordial response.
Best regards,
N&T Negocios y Tecnologias s.r.l.