Announcing our AI coach for tutors: consistent quality, better outcomes
Updates

Announcing our AI coach for tutors: consistent quality, better outcomes

Find coaching moments in every tutoring session . AI Coach from Pencil Spaces standardizes quality across tutors—customized to your policies and rubrics.

High-dosage tutoring works when quality is consistent—across tutors, grades, and subjects. AI Coach from Pencil Spaces turns every live session into clear, actionable insights so you can coach faster, scale confidently, and deliver reliably great outcomes.

Why AI coach matters

  • Consistency at scale: Hold a uniform quality bar, no matter your tutors’ backgrounds or experience levels.
  • Actionable coaching: Move beyond gut feel with objective evidence you can review together in minutes.
  • Faster improvement cycles: Spot patterns early, coach precisely, and raise baseline quality across cohorts.

What it measures (and how it helps)

Grounded in Carnegie Mellon University learning principles, AI Coach evaluates four core dimensions proven to impact learning:

  • Communication – clarity, pacing, and checks for understanding
  • Engagement – student voice, participation, and momentum
  • Content Accuracy – correctness and alignment to targets
  • Instructional Clarity – scaffolding, examples, and transitions

Leaders can track rubric trends over time, drill into any session, and open a full breakdown with one click. Talk-time balance shows whether students’ voices are being heard. If engagement dips, you’ll see when—and why—so coaching stays specific and practical.

Tutors get plain-language explanations paired with instant playback of the exact moments that drove each score. They’ll see what worked (e.g., connecting complex concepts to real-world ideas) and what to try next when things missed the mark.

Customizable to your operating model

Every organization is different. Pencil Spaces allows full customization of AI Coach to match your policies, instructional model, and rubrics, so the metrics reflect what you value. Plus, your teams share a common language for quality.

You'll get access to: 

  • Aggregated dashboards to monitor quality and progress across your organization
  • Targeted PD & coaching anchored in authentic session evidence to your styling rubrics
  • Consistent student experience across tutors, sites, and schedules

Ready to scale quality with confidence? Get in touch - we're including AI Coach on many of our plans.

Find your ideal tutoring Space with Pencil Spaces