Know when learners struggle — and act before they fail.

Learning intelligence, embedded.
Sciro is an SDK for edtech and training platforms.

Sciro is an SDK that plugs into any learning app.

Sciro embeds inside learning apps to detect confusion, fatigue, and drop-off risk in real time, then triggers the right intervention instantly.

Private beta — early design partners welcome
Watch the 90-second demoView the SDK
Event stream
  • video_pause
  • video_rewind
  • answer_wrong
  • answer_wrong
Sciro Insightlearner_state = confusedconfidence = 0.87
Suggested actionshow_example
accuracytime-to-answer
Real-time learner state
Infer confusion, frustration, fatigue, boredom from interaction behavior.
On-device + offline
Fast, private inference that works in low-connectivity environments.
On-device + offline
Fast, private inference that works in low-connectivity environments.
No cameras. No microphones. Behavior signals only.
Intervention hooks
Return suggested actions like show_example, hint_mode, slow_down, take_break.

How it works

1
Event Signals
Capture behavior events (pause, rewind, retries, time-to-answer)
2
Learner State
Infer learner state (confused, engaged, fatigued)
3
Intervention Hooks
Trigger intervention (example, hint, step-by-step)
4
Outcome Metrics
Measure outcomes (completion, retention, time-to-mastery)

SDK Example

import { Sciro } from "@sciro/sdk"
Sciro.track("video_rewind")
Sciro.track("answer_submitted", { correct: false, ms: 24000 })
Sciro.onInsight(({ learner_state, action }) => { ... })

Why now

Recent advances in on-device inference and behavioral modeling make real-time learning intelligence possible for the first time.

Who it's for

  • Edtech
  • Schools
  • Corporate training