Public roadmap

What we're building, when.

Honest progress. Waitlist signal influences priority. Vote for your domain to push it up.

Shipped

in flight
  • 10K-word SUBTLEX-US assessment with adaptive bayesian cliff detection
  • Lexicon heatmap: 10 bands × 50 cells, click into any cluster
  • 22 nuggets shipped across tech and pharma personas
  • Practice mode with retrieval-first typing and SRS scheduling
  • AI coach (gpt-5-mini) calibrating your instinct vs native phrasing
  • Lexicon mining: every typed answer extracts lemmas + expressions
  • Expressions tracker: chunks, idioms, hedges with inline highlighting
  • Essay mode: write 100-400 words for CEFR analysis + gaps
  • ElevenLabs voice input across practice and essay
  • ElevenLabs Rachel TTS for every expression

Q3 2026

in flight
  • Speech mode: image prompt + 60-90s monologue with judge feedback
  • Adaptive weekly plan from your CEFR distribution and gaps
  • Pharma counter and AI/ML engineer sub-tracks
  • Stripe paywall + Pro tier launch
  • Domain auto-detect from your essays

Q4 2026

planned
  • Hospitality and aviation tracks (waitlist-driven)
  • Multi-language SEO (/es, /pt) for landing and onboarding
  • Codex generator for nugget drafts (curator-in-the-loop)
  • Marketplace for vetted domain experts
  • Mobile PWA + offline-first practice

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