AI Saathi AgentOS is a high-fidelity, enterprise-ready multi-agent system designed to drastically reduce teacher administrative workloads, verify curriculum grounding, and automate targeted student interventions.
Bridging the gap between teacher workloads, administration overview, and pupil outcomes.
Teachers spend 10-15+ hours weekly crafting lesson plans, worksheets, and quizzes, detracting from actual active teaching.
Generic AI tools often hallucinate or fail to align teaching materials with official NCERT / CBSE curriculum standards and learning objectives.
School administrators lack data-backed proof that curriculum plans are actually being executed in the classroom.
Diagnosing individual student misconceptions and generating immediate, tailored 15-minute diagnostic re-teaching lessons is mathematically tedious.
Nine specialized agents working in perfect coordination to form a complete instructional loop.
Parses voice transcripts/text inputs, extracts board, grade level, topic and output needs.
Queries RAG vector store over NCERT/CBSE databases to fetch precise learning outcomes.
Generates aligned lesson plans, practice worksheets, quizzes, and exit tickets using Gemini.
Validates materials against strict safety, PII leak, and DPDP privacy guardrails.
Syncs structured lesson packs to main app API and triggers simulator actions.
Performs OCR analysis on classroom photos/student work and scores curriculum matches.
Identifies misconceptions from quiz scores, designs 15-minute reteach schedules.
Aggregates institutional performance analytics, active run stats, and workload savings.
Maintains sequential execution logs, traces latency, and assigns follow-up actions.
Unlike single-prompt generators, AgentOS connects curriculum planning directly to student evidence and customized learning remediations:
Intent & Grounding agents map teacher prompts to verified NCERT curriculum data files.
Safety Gatekeeper filters PII and ensures grade-appropriate, conceptually accurate materials.
Evidence Agent processes reflections and worksheet images to score topic alignment.
Intervention Agent diagnoses concept gaps from quiz inputs and produces 15-minute reteach packages.
Leveraging enterprise-grade serverless tech and state-of-the-art multimodal AI model endpoints.
Structured JSON schema enforcement, safety auditing, vision, and remediation planning.
Fully managed serverless container runtime hosting our API and Next.js frontend securely.
RAG infrastructure providing verified curriculum context and preventing system hallucinations.
Enterprise observability logging all multi-agent traces and performance indicators.
Launch the interactive multi-agent sandbox now and generate curriculum-grounded lesson plans, analyze classroom worksheets, and diagnose learning gaps.
Launch Agent Sandbox