Early warning
Predictive dropout alerts
Blends attendance slopes, assessment deltas, cocurricular signals, and counselor notes into ranked interventions.
SchoolWheels AI ships responsible automation—every signal explains itself to trustees, every workflow respects Indian privacy expectations, and every module syncs with our core ERP fabric.
Transparent models sit beside human judgment—from wellbeing signals to fee reminders parents actually read.
Telemetry becomes insight; insight becomes delegated tasks—humans stay accountable.
Early warning
Blends attendance slopes, assessment deltas, cocurricular signals, and counselor notes into ranked interventions.
Biometrics + AI
On-device embeddings optional for privacy; anomaly scoring catches duplicate scans & impersonation attempts.
Teacher multiplier
Objective grids auto-filled; subjective responses guided by institution rubrics with human sign-off.
Every learner
Sequences remedial assets based on misconception graphs—not generic playlists.
Constraint solver
Genetic + simulated annealing hybrid resolves lab collisions, sports blocks, and faculty fatigue scores.
Integrity mesh
Flags gaze anomalies & secondary devices with courtroom-ready evidence bundles.
Always-on
Hindi, English, Tamil, Telugu, Bangla tones tuned per cohort; escalates to humans with context packets.
Safeguarding
Aggregates anonymised pulse surveys & forum signals for pastoral dashboards.
Generative
Board-aligned scaffolding with differentiation prompts—teachers edit, AI accelerates.
Cashflow clarity
Macro + guardian micro-features forecast dues so CFOs pre-stage liquidity.
Fleet ROI
Balances fuel, emissions, and punctuality with live traffic ingestion.
Inclusive UX
Teachers dictate nuanced remarks—ASR tuned for Indian accents maps to structured gradebook fields.
Every screen is built to feel calm at a teachers' staff room and credible inside a board meeting.
SchoolWheels AI treats student data as sovereign: regional residency options, consent receipts, explainability overlays on every model score, and retention schedules mapped to India's Digital Personal Data Protection Act principles. Trustees receive DPIA summaries, principals get granular role masks, and parents can request downloadable artifacts.