Context-aware, not just content-aware.
The capture layer reads what the learner is doing AND why, role, register, situation, so every signal carries its real-world frame.
A learning intelligence layer, not an avatar product.
Nousable runs underneath your existing learning experience: capturing live signals from every interaction, building a persistent model of each learner, and orchestrating what happens next, all grounded in your curriculum and source material.
Layer 01 · Capture
Every interaction becomes a signal.
Nousable listens to live sessions, AI conversations, and practice exercises in the background. Not just errors, phenomena, register, fluency, hesitation, context. All mapped to a CEFR-aligned taxonomy.
CEFR-aligned, comparable everywhere.
Every signal lands in a standardized taxonomy. Comparable across learners, surfaces, and time.
Invisible across every learning surface.
Capture runs in the background of every surface, no extra step for the learner, no separate testing layer. Just signal, continuously.
Layer 02 · Learner Graph
A persistent profile, not a snapshot.
Every signal feeds a continuously-evolving graph: thousands of proficiency points per learner, what they recognize vs what they can produce, and the context that motivates them.
Proficiency
Activity
Last detected
Evidence
Grammar 72% 57 signals
Verb Tenses22 signals85%
Conditionals14 signals78%
PronounsNeeds work9 signals30%
Clause Linking7 signals70%
Modality5 signals62%
Vocabulary 75% 33 signals
Vocabulary Range18 signals82%
Word Choice9 signals74%
Collocations6 signals58%
Pronunciation 88% 35 signals
Pron Accuracy12 signals85%
Speech Fluency15 signals78%
Prosody & Intonation8 signals55%
Communication 64% 23 signals
Comprehension7 signals72%
Response Elaboration9 signals68%
Coherence4 signals65%
Self-CorrectionNeeds work3 signals22%
Layer 03 · Orchestration
From graph to next-best action.
An agent reads the graph, scores urgency across skills, and triggers the next activity, not a recommendation surfaced for someone to interpret. A real action, personalized.
Urgency-scored next action
A weighted score across weakness, staleness, trend, and learner preference, not a static recommendation.
- Weakness × staleness × trend × preference
- Re-scored after every interaction
- Tunable per program
Real personalized scenarios
Not a recommendation surfaced for someone to interpret, a real activity, built around the exact gap that needs work right now.
- Built around real gaps, not generic prompts
- Grounded in the learner’s role + goals
- Generated on demand or scheduled
Real-world content, matched
A song chosen because its lyrics carry the verb forms they need. An article picked because it hits the structure they're shaky on.
- Songs, podcasts, articles, video
- Filtered by interest + level
- Pre-screened for pedagogical fit
Outputs
Tangible value.
Everything driven by the learner profile, pedagogical needs first, interests as the delivery layer.
Learning experience
AI avatar & real-life simulations
Conversational practice with adaptive AI characters, grounded in the learner’s role and goals.
Learning journey adaptation
Each next activity is chosen from what the learner just demonstrated, not a fixed track.
Data-driven progress visibility
Learners see their proficiency map in real time: what they know, where they’re stuck.
Admin
Learning analytics & skills refinement
Aggregate cohort signals into program-level insights and content effectiveness scores.
Churn prevention & risk alerts
Identify learners drifting off-track early; trigger outreach before they disengage.
Tutor
Automated summaries & progress reports
Per-session and per-week summaries generated automatically, ready to share.
Teaching recommendation
Real-time hints during sessions: what to drill, what to skip, what’s stuck.
Next-lesson guidance
Pre-session brief showing exactly what the learner needs next, with suggested materials.
Bring real depth
to your learning program.
A 30-minute conversation, no demo theater. We’ll look at your program, your goals, and where Nousable fits.
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