Because “learning” should feel like progress not guesswork
Gyanis is an Educational AI with a calibration engine that adapts across Chat, Mindmaps, Drills, Gameplan, Vibe and Pulse. One suite. One wallet. One study brain that learns how you learn.
- Drill correctness and time‑to‑answer by topic/difficulty
- Confusion patterns in Chat and hint‑usage density
- Gameplan transitions: Mission → Battle → Conquered/Replay
- Vibe summaries: transcript slices, topic confidence, attention cues
- Open Video interactions with attributed YouTube deep‑links
- Teacher feedback and Ask‑an‑Expert outcomes
Guardian consent, teacher review, prohibited-items filter and KYC before any payouts. Shipping is local/state-only in v1.
Powering the world’s best product teams
No more forcing yourself into someone else’s study style.
Projects and long term planning
Who we serve and how

1) School setup
- Gyanis enables a School Community Store tag for your campus Hima.
- Teachers act as moderators; no separate “admin” role is required.
- Feature toggles by grade available via Gyanis support.

2) Student onboarding
- Gyanis enables a School Community Store tag for your campus.
- Teachers act as moderators; no separate “admin” role is required.
- Feature toggles by grade available via Gyanis support.

3) Orders & payouts
- Pricing and payments in Gyanis Credits (GC).
- Platform fee: 1 GC per order.
- Payouts to sellers occur after delivery confirmation (held during disputes or suspected fraud).

@ Less overwhelm
Right-level explanations and visual mindmaps.
@ Voice-first help
Vibe’s Buddy/Tutor modes speed up understanding.
@ Real progress
Adaptive drills + timing analytics build exam stamina.
@ Momentum
Gameplan’s Mission → Battle flow makes consistency feel good.
Projects and long term planning
AI - Assisted product deveopment

1) School setup
- Gyanis enables a School Community Store tag for your campus.
- Teachers act as moderators; no separate “admin” role is required.
- Feature toggles by grade available via Gyanis support.

2) Student onboarding
- Gyanis enables a School Community Store tag for your campus.
- Teachers act as moderators; no separate “admin” role is required.
- Feature toggles by grade available via Gyanis support.

3) Orders & payouts
- Pricing and payments in Gyanis Credits (GC).
- Platform fee: 1 GC per order.
- Payouts to sellers occur after delivery confirmation (held during disputes or suspected fraud).

@ Less overwhelm
Right-level explanations and visual mindmaps.
@ Voice-first help
Vibe’s Buddy/Tutor modes speed up understanding.
@ Real progress
Adaptive drills + timing analytics build exam stamina.
@ Momentum
Gameplan’s Mission → Battle flow makes consistency feel good.
Projects and long term planning
What’s inside the suite

Clarity and Speed
- Right‑level explanations reduce guesswork
- Adaptive drills cut through weak spots faster

Clarity and Speed
- Right‑level explanations reduce guesswork
- Adaptive drills cut through weak spots faster
Projects and long term planning
How Gyanis actually works
Calibrated AI
Knowledge-tracing + ELO-style difficulty bands Multi-armed bandits for next-best action Nightly smoothing so one bad day doesn’t wreck confidence
Calibrated AI
Knowledge-tracing + ELO-style difficulty bands Multi-armed bandits for next-best action Nightly smoothing so one bad day doesn’t wreck confidence
Calibrated AI
Knowledge-tracing + ELO-style difficulty bands Multi-armed bandits for next-best action Nightly smoothing so one bad day doesn’t wreck confidence
Calibrated AI
Knowledge-tracing + ELO-style difficulty bands Multi-armed bandits for next-best action Nightly smoothing so one bad day doesn’t wreck confidence

Projects and long term planning
Who we serve and how

Student
Chat that explains at your level - not above it Drills that adapt in real time with clear

Student
Chat that explains at your level - not above it Drills that adapt in real time with clear

Student
Chat that explains at your level - not above it Drills that adapt in real time with clear

Student
Chat that explains at your level - not above it Drills that adapt in real time with clear

Projects and long term planning
What’s inside the suite
Student
Chat that explains at your level - not above it Drills that adapt in real time with clear

Student
Chat that explains at your level - not above it Drills that adapt in real time with clear

Projects and long term planning
How Gyanis actually works
Calibrated AI
Knowledge-tracing + ELO-style difficulty bands Multi-armed bandits for next-best action Nightly smoothing so one bad day doesn’t wreck confidence
Calibrated AI
Knowledge-tracing + ELO-style difficulty bands Multi-armed bandits for next-best action Nightly smoothing so one bad day doesn’t wreck confidence
Calibrated AI
Knowledge-tracing + ELO-style difficulty bands Multi-armed bandits for next-best action Nightly smoothing so one bad day doesn’t wreck confidence
Calibrated AI
Knowledge-tracing + ELO-style difficulty bands Multi-armed bandits for next-best action Nightly smoothing so one bad day doesn’t wreck confidence
