AI Tutor
Guided learning with deliberate practice, hints, and feedback loops.
Education • AI • Research
Reimagining Learning with AI and Research
NSArrows is an education-focused innovation lab building AI-driven learning systems grounded in pedagogy, structured practice, and research-driven design.
Education-first • Research-led • Practice-driven
Building education-first AI systems with a research mindset
Students
Educators
Institutions
Learning Teams
Our approach
We start with how humans learn — then design AI systems that strengthen thinking, practice, and feedback instead of replacing effort.
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Pedagogy before technology
Learning science and cognitive understanding guide every system we build.
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Practice and feedback loops
Structured practice combined with timely feedback drives real understanding.
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Research to real-world systems
From rigorous research thinking to deployable education systems.
Current workstreams
These are research and development tracks that will later evolve into deployable systems.
Assessment
Tools to interpret answers, structure evaluation, and improve feedback quality.
Analytics
Measuring learning quality, progress, and practice effectiveness across journeys.
Pilots
Co-building AI learning systems with educators and institutions in real settings.
Collaborate with NSArrows
If you are an educator, institution, partner, or serious learner group, let’s explore how we can build something meaningful together.
Want updates?
We can add a waitlist or newsletter once systems mature.
Our presence
We collaborate globally — with anchored research and education initiatives operating from
India and the Philippines.
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Global collaboration
We work with educators, institutions, teams, and learner communities across regions — remote-first by default.
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India (Pune)
Research-led development, experimentation, and system design — with partner-ready delivery models.
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Philippines (Naujan)
Education initiatives and learner cohorts — focused on practical outcomes and measurable learning progress.