CodexLabs AI — Building Intelligence That Expands Human Capability
CodexLabs AI
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CodexLabs AI PRIVATE LIMITED · EST. 2026
Flagship Platform: QuestSetu Live Ahmedabad, India

Building intelligence that expands human capability.

CodexLabs AI builds safe, intelligent products that help people learn, create and grow — beginning with education. Built in Ahmedabad, India · Designed for global impact.

Mission Architecture FOUNDATIONS

CodexLabs AI acts as the foundational research and technology company engineering applied AI systems. Our flagship product QuestSetu connects four essential pillars of the educational journey.

Students
Parents
Educators
Schools
CodexLabs AI Core Engine → QuestSetu Connected Platform
● PRODUCTION LIVE QUESTSETU.COM
school
For Students

Personalized journeys, reading companion, guided curiosity sparks, and future-ready cognitive skills.

Curiosity Paced trending_up
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For Parents

Transparent mastery indicators, progress visibility, real reading metrics, and safe, purposeful screentime.

Holistic Mastery verified_user
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For Educators

Curriculum-aligned teaching support, automated workflows, and rich pedagogical student insights.

Teacher Productivity psychology
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For Schools

Institutional deployment, digital learning infrastructure, and scalable classroom enrichment tools.

Institutional Grade corporate_fare
01 / WHAT WE ARE SOLVING

Technology should expand opportunity.

CodexLabs AI exists to build intelligent technology that improves access to knowledge, creativity and human capability. Our first major focus is education. We believe AI can help provide better learning opportunities regardless of geography, school type, economic background, language, or access to specialist teachers.

01 // PEDAGOGY FIRST psychology

Pedagogy-First Engineering

We do not build AI for the sake of novelty. Every algorithm, interaction, and prompt architecture is grounded in cognitive learning science, reading fluency development, and real student comprehension.

Item Response Theory Spaced Retrieval
02 // INCLUSION language

Inclusive & Multilingual

India is the world's most diverse learning proving ground. We architect for linguistic diversity and varied learning environments, ensuring technology works gracefully across low-bandwidth and multilingual settings.

Regional Languages Low Bandwidth
03 // ARCHITECTURE shield

Model-Agnostic & Safety-First

We avoid vendor lock-in. We evaluate AI models on educational efficacy, speed, cost, and safety. Multi-layer guardrails ensure age-appropriate guidance and responsible learning interactions.

Child Guardrails Safety Evals
02 / FLAGSHIP PLATFORM

QuestSetu

· From Curiosity to Capability.

QuestSetu is an AI-powered learning platform designed for students, parents, educators and schools. It brings reading, future skills, creativity, assessments, AI-powered learning tools and school experiences into one connected ecosystem.

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LEARNER

Students

Personalized learning journeys, guided reading companions, curiosity-driven challenges, and essential future skills designed to build authentic capability.

  • ● Adaptive reading levels
  • ● Safe AI inquiry assistant
  • ● Project-based creativity
visibility
PARENT

Parents

Transparent mastery indicators, weekly progress visibility, vocabulary retention milestones, and healthy, goal-driven digital screentime.

  • ● Cognitive growth analytics
  • ● Daily reading streak logs
  • ● Age-appropriate guardrails
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TEACHER

Educators

Curriculum-aligned teaching tools, automated formative assessments, differentiated assignments, and deeper comprehension insights for every classroom.

  • ● Lesson augmentation
  • ● Real-time learner telemetry
  • ● Formative assessment generation
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INSTITUTION

Schools

Institutional grade deployment, school-wide performance dashboards, digital learning infrastructure, and standardized enrichment programmes.

  • ● Admin oversight portal
  • ● Multi-grade curriculum rollouts
  • ● District-level telemetry
Interactive Reading & Inquiry Loop ACTIVE MODULE: SCIENCE & FLUID DYNAMICS
QUESTION ASKED BY LEARNER:

"Why does honey flow slower than water?"

smart_toy QUESTSETU ADAPTIVE GUIDE CEFR A2 / GRADE 4-5

Honey has higher viscosity — its molecules are long and stick together more tightly as they slide past one another. Water molecules are small and move past each other very easily. Imagine rolling marbles versus rolling sticky tape!

Concept: Viscosity Comprehension Check: Passed
Learner Mastery Signals
Reading Stamina 18 min/session
Vocabulary Growth +14 new words
Curiosity Questions 12 answered safely
Safety Guardrails Safety reviewed
Synced with School Portal
03 / TECHNOLOGY ARCHITECTURE

What we build.

Engineering intelligent, reliable systems designed for real educational environments. We build systems that perform reliably across heterogeneous hardware, classroom environments, and diverse language contexts.

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Adaptive AI Learning

Personalized experiences dynamically calibrated to learner cognitive pacing, question latency, and individual comprehension thresholds.

Cognitive Pacing Models
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Voice Intelligence

AI-powered reading fluency, phonics verification, listening, and conversational speaking experiences built for clarity and low-latency feedback.

Fluency & Audio Processing
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Learning Personalisation

Dynamic content recommendation graph tailoring reading passages, challenges, and mastery milestones to verified learning trajectory.

Knowledge Graph Orchestration
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Responsible AI Systems

Multi-layer safety guardrails, contextual content filters, ethical boundaries, and age-appropriate interaction isolation.

Pedagogy & Content Guardrails
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Learning Analytics

Actionable, formative telemetry for learners, educators, families, and school administrators to identify conceptual hurdles early.

Diagnostic Telemetry
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Multilingual & Mobile-First

Lightweight, responsive, and low-bandwidth accessible platforms designed for Indian regional languages and diverse client hardware.

Cross-Platform Resilience
Technical Infrastructure: PyTorch · TensorFlow · FastAPI · Angular · TypeScript · Python · Cloud Native Infrastructure
04 / ENGINEERING & INFRASTRUCTURE

Our Technology Stack

Architected with modern AI pipelines, edge-ready frontends, and hardened cloud infrastructure designed for low latency, privacy, and scale.

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CLIENT EDGE

Frontend & Cross-Platform

High-performance, accessible interfaces engineered for responsive interactions across school tablets, browsers, and mobile hardware.

Angular TypeScript Next.js Ionic / Capacitor SCSS & Tailwind CSS PWA Native Mobile Bridges
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RUNTIME

Backend & Distributed Services

Low-latency microservices handling synchronous websocket pipelines, concurrent classrooms, and resilient telemetry streams.

Python FastAPI Node.js REST & GraphQL APIs WebSockets (Live Voice) Microservices
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INTELLIGENCE

AI / ML & Model Infrastructure

Model orchestration, semantic retrieval, responsive voice experiences, and layered safety guardrails.

Multi-Model Orchestration Gemini, Claude, GPT, Open Weights PyTorch Whisper STT Responsive Voice Delivery Vector Embeddings RAG & Context Engines Evals & Guardrail Pipelines
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HARDENED CLOUD

Cloud, Database & Security

Privacy-aware data services, encrypted storage, resilient databases, and carefully controlled cloud deployment.

Google Cloud Platform Firebase Supabase PostgreSQL Redis Cache Layer Pinecone / Qdrant Docker & CI/CD End-to-End Encryption
Infrastructure Assurance:
Powered by industry-standard open source frameworks, cloud providers, and foundation models. All technology choices prioritize reliability, data residency, and student privacy.
04 / IMPACT & INCLUSION

Built in India. Designed for every learner.

Our long-term mission is to make high-quality, personalised learning accessible to children regardless of geography, school type or economic background.

Government Schools & Digital Inclusion

Engineering solutions that run smoothly on shared tablets, budget devices, and constrained internet connectivity.

Regional Language Learning

Ensuring children can build foundational literacy and inquiry skills in their mother tongue alongside English.

Teacher Productivity

Empowering educators with assistive tools that automate repetitive grading and illuminate individual learner gaps.

Learning Accessibility

Designing voice-first and visual modalities for young learners and students with diverse learning styles.

Future Skills

Nurturing creative problem-solving, digital fluency, and logical reasoning beyond rigid rote-memorisation.

School Modernization

Designed to support private and public institutions seeking to modernize classroom engagement with safe AI tools.

Institutional Collaboration

Open to conversations with government, institutional, school, and CSR organizations working to expand educational access.

Discuss Collaboration arrow_forward
05 / TRUST & SAFETY

Responsible AI by design.

Philosophy: Model-agnostic. Safety-first. We evaluate AI systems based on safety, accuracy, latency, reliability, cost and educational effectiveness and select the appropriate technology for each experience.

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Child Safety

Rigorous, age-appropriate guardrails prevent inappropriate responses and ensure AI guides learners toward discovery rather than hallucinated conclusions.

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Privacy & Data Minimisation

We collect only essential educational progress telemetry. Student data is never sold, monetized for targeted ads, or fed into non-consensual model training pools.

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Content Moderation & Oversight

Multi-layer automated filtering coupled with educator-guided oversight loops keeps curriculum content accurate, neutral, and pedagogically sound.

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Explainability & Transparency

A clear distinction is maintained between AI coaching assistance and verified factual learning material. Parents and educators always see how recommendations are derived.

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Responsible Model Selection

We continuously benchmark models against child safety benchmarks, pedagogical efficacy, and deterministic reliability rather than benchmark hype.

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Safety Governance

Review our full institutional framework, data boundaries, and student protection guidelines.

Trust & Safety Guidelines →
06 / LEADERSHIP & FOUNDATIONS

The builders.

A high-conviction, product-led team rooted in Ahmedabad. Combining 15+ years of software craft with lived pedagogical understanding.

Nikunj Sathwara

FOUNDER & CEO · FULL-STACK · PRODUCT · AI
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Technology entrepreneur and product builder with 15+ years of software engineering experience across enterprise systems, SaaS, mobile products and AI. After beginning his career at Infosys and later building technology products independently, he founded CodexLabs AI to create technology that expands human capability — starting with education.

Career Milestones
2011 · Tech Career Begins (Infosys)
2017 · Independent Product Studio
2026 · CodexLabs AI Founded
2026 · QuestSetu Launched

Namrata Sathwara

DIRECTOR – CREATIVE STRATEGY & USER EXPERIENCE
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Namrata contributes to creative direction and child-centered experience design across CodexLabs products. She brings a parent-informed perspective to product decisions, helping ensure that QuestSetu remains approachable, engaging and appropriate for children and families.

Human-Centered Pedagogy

Her daily observations of young children's interaction patterns, curiosity triggers, and frustration boundaries directly guide QuestSetu's design — ensuring safe, encouraging, and tactile learning experiences.

Child-Centered Experience Design
07 / INVESTORS & STRATEGIC ALLIANCES

Building the intelligence layer for learning.

We welcome conversations with institutions, family offices, and educational organizations interested in safe, scalable, and inclusive applied AI.

01 // PLATFORM

AI-Powered Learning Platform

Expanding capability, literacy, and future skills at scale through our flagship platform, QuestSetu.

02 // DISTRIBUTION

Consumer + School Model

Multi-stakeholder approach uniting students, parents, educators, and schools into one coherent digital continuum.

03 // PROVING GROUND

India-First, Global Reach

Designed in India for linguistic diversity, practical constraints, and the potential to serve learners globally.

04 // FOUNDING CRAFT

Experienced Builders

15+ years of software architecture, engineering discipline, and capital efficiency without vanity overhead.

05 // TRUST

Responsible AI Foundation

Built with rigorous child safety, data minimization, and pedagogical guardrails from day zero.

06 // DIRECT CONTACT

Syndicate & Seed Inquiries

Reach our investment office directly for briefing memos and institutional presentations.

codexlabsaipvtltd@gmail.com →
08 / PRODUCT JOURNEY

Structured Horizons.

Transparent, measured progress. We focus on shipping durable pedagogical utility and institutional-grade software.

HORIZON 01 ● ACTIVE

Now

Build, refine, and deploy QuestSetu core learning modules across reading comprehension, vocabulary, and inquiry.

QUESTSETU PLATFORM
HORIZON 02 IN PROGRESS

Next

Expand school pilots, educator productivity tools, classroom dashboards, and institutional adoption programs.

SCHOOL PILOTS
HORIZON 03 SCALE

Scale

Increase regional language support across major Indian states and reach learners across both public and private sectors.

MULTILINGUAL EXPANSION
HORIZON 04 VISION

Future

Develop complementary intelligent tools, cognitive assistive systems, and applied AI products under CodexLabs AI.

APPLIED AI PRODUCTS
09 / GET IN TOUCH

Connect with
CodexLabs AI.

Whether you are a school leader exploring QuestSetu, an institution evaluating collaboration, or an investor learning about our mission, we welcome your message.

General Inquiries codexlabsaipvtltd@gmail.com
Investors & Grants codexlabsaipvtltd@gmail.com
Flagship Platform questsetu.com
Headquarters
CodexLabs AI Private Limited
Ahmedabad, Gujarat, India
CodexLabs AI