Connecting Hope for Thalassemia, Powered by AI.
7net.ai is a unified community network for Thalassemia care, intelligently integrating patients, donors, doctors, and NGOs to streamline the entire transfusion and support journey.
A Two-Pillar Approach to Thalassemia Care
We tackle the fragmented patient journey by building an integrated ecosystem focused on two core pillars.
Intelligent Blood Management
We connect to the national e-RaktKosh database via Sandbox API for real-time, nationwide blood stock visibility. Crucially, we empower local NGOs and partner doctors with special access to update and manage community-level blood stock, ensuring the data is both broad and hyper-locally accurate. This synergy helps us find the right blood, faster.
Unified Care & Support Network
Our platform is a community hub, breaking down silos between stakeholders. Patients get a personalized dashboard to manage their health, track appointments, and receive medication reminders. Doctors, donors, and NGOs like Blood Warriors collaborate within a single, transparent ecosystem, fostering a true sense of community.
Where AI Makes the Difference
7net.ai leverages two powerful AI integrations to transform Thalassemia care from reactive to proactive and personalized.
Predictive Donor Availability
Finding a willing donor is more than just matching blood types. We use a Gradient Boosting Machine learning model, based on proven research, to predict donor availability. By analyzing behavioral patterns on our platform (like response to requests and engagement), our model generates an "Availability Score" for each donor. This allows NGOs to contact the most likely and reliable donors first, dramatically reducing time-to-transfusion.
Methodology based on:
Sivasankaran, A., Williams, E., Albrecht, M., et al. (2018). Machine Learning Approach to Predicting Stem Cell Donor Availability. Biology of Blood and Marrow Transplantation, 24(12), 2425-2432.
The Community Graph & GenAI
Our platform's foundation is a Community Knowledge Graph that maps the relationships between all stakeholders. This powers our GenAI features, which streamline processes for everyone. The GraphRAG-powered chatbot provides hyper-personalized answers, while proactive GenAI suggestions appear as UI cards on user dashboards to guide their next best action.
A Patient sees a card: "Your transfusion is in 3 days. Here is a generated pre-transfusion checklist."
An NGO can ask: "Find available O-negative donors near Hyderabad who are not part of an active Blood Bridge."
A Doctor sees a card:"Patient [Name]'s ferritin levels are trending high. Consider generating a chelation therapy reminder."
System Architecture
A high-level overview of the components and data flows that power the 7net.ai platform. Use your mouse to pan and the scroll wheel to zoom.
Addressing the Challenge, Point by Point
Our integrated approach ensures that we don't just solve isolated problems, but transform the entire patient journey. Focusing on one pillar while ignoring the other would be futile.
Blood Donation & Transfusion
Real-time Connections
We connect to the e-RaktKosh API for nationwide stock data and build a local community network for instant donor searches.
AI-Predicted Availability
Our ML model analyzes user behavior to create an "Availability Score," helping NGOs contact the most reliable donors first.
Seamless Tracking
A "Goodwill Points" rewards program automatically tracks donations and uses gamification to encourage recurring participation.
System Integration
We act as a central hub, using data from e-RaktKosh and providing digital tools to enhance the Blood Warriors' "Blood Bridge" model.
Access to Care & Support
Patient-Provider Communication
Secure dashboards and GenAI-powered UI cards provide contextual prompts and streamline communication.
Improved Patient Education
Our GraphRAG chatbot delivers personalized answers sourced from a patient's own trusted network—their doctor and NGO.
Data Privacy & Security
We use Role-Based Access Control, data anonymization for AI, and end-to-end encryption to ensure security is foundational.
A Tailored Experience for Everyone
7net.ai provides a unique, role-based dashboard for every member of the community, ensuring they have the tools and information they need most.
Patients
A personal health dashboard with medication reminders, appointment tracking, and direct access to educational resources.
Donors
Manage availability, join "Blood Bridges," track donation impact, and earn "Goodwill Points" through our rewards program.
Doctors
Securely communicate with patients, refer them to trusted NGOs, and access a dashboard to monitor their transfusion journey.
NGOs
Manage patient and donor communities, utilize AI-powered tools to find available donors, and coordinate blood drives efficiently.