"The step-by-step flow from ingesting and fusing data to flagging risks and informing mentors is very well explained. Including both rule-based thresholds and advanced ML models makes the system versatile, and the example of Ravi really shows how…"

"Great idea aadi i hope this probelm of traffic congestion will be solved throught thr country and it will help thr society good luck keep goingg!!"

"Great idea riddhima !! I hope this idea helps the society with next new level features in future keep going!!"

"This post is incredibly thorough and shows a lot of careful thought about both technology and educational impact. The detailed breakdown really helps convey the value. One suggestion: making setup and daily use simple for schools with limited tech…"

"The idea tackles a real and growing problem student dropouts by offering a holistic, data-driven solution. Integrating academic, emotional, and financial dimensions shows a deep understanding of the multifaceted reasons behind student disengagement.…"

"Well idea anmol i hope that helps the societyy !! Keep going"

"This feels like a really impactful solution — giving educators early signals before students disengage can make a huge difference. I like how it blends simple rule-based thresholds with the option of ML for refinement. The key challenge will be…"

"This idea is not new in market but you are able to offer more which is impressive, executing and building this idea will be a time taking process though."

"This idea feels practical and compassionate, it gives teachers and mentors a clear way to spot struggling students early, without overwhelming tech. It brings all the signs together in one place and gives simple alerts, so support can reach students…"

"Great work sritakshi i really hope that legacy link will help the athelets and will transform the sports industry of the country Keep goingg!!"

"Your solution effectively unifies scattered student data into actionable insights, tackling disengagement before it becomes irreversible. The multi-tier business model is pragmatic. However, integration complexity, educator training needs, and…"

"this looks like a great and valuable idea as its fundamental goals is to protect the students of our country on all fronts. this might be helpful to majority of student in various ways as u have listed above. u might just need to spread awareness…"

"This is a well-designed solution, combining multiple data sources into a single dashboard while keeping humans in the loop is impressive. Key challenges will be integration with existing systems, ensuring data privacy, and helping educators trust…"

"This idea isn’t just a tool; it’s an early warning system that can change lives. By catching problems before they spiral, you’re not only improving grades but also protecting students’ mental health and future opportunities.I like how you’ve…"

"This is a great initiative. My suggestion is to do something about the privacy of the students informations such as the marksheet and more"

"this concept is good and this helps a student a lot and the inform , time part is good and after giving attendance and following as an input the app giving an risk score and risk category as an output is also good."