Assessment Engineering for the Modern Professor.

ProfAssistant is a learning engineering platform for the full assessment cycle, from design and review through delivery, analytics, and formative feedback, all grounded in your course materials. AI speeds up the work while you stay in control at every step.

Expert-led features

Three pillars keep automation rigorous: curriculum-grounded generation, learning-science alignment, and full professor control over every output.

Automated Precision (CK/RAG)

Curriculum-Grounded Generation

Effortlessly transform your course materials into high-fidelity assessments. Our engine is strictly locked to your uploaded documents, eliminating hallucinations and ensuring 100% curriculum alignment.

Pedagogical Logic (PK/Bloom)

The Learning Science Engine

Move beyond basic testing. Our system uses cognitive frameworks like Bloom’s Taxonomy to help you generate items that measure everything from foundational knowledge to complex synthesis.

Human Sovereignty (HITL)

Human-in-the-Loop Review

The AI proposes, you dispose. Maintain total authority over every generated item. Edit, override, or refine feedback blocks to ensure the final output reflects your professional expertise.

Psychometric intelligence

Go beyond raw percentages. Use advanced Item Response Theory (IRT) to measure question reliability and student proficiency. Identify learning gaps automatically with high-fidelity statistical modeling.

Item Characteristic Curve (illustrative)

Real-time Item Characteristic Curves & Performance Analytics

Feedback that scales mastery

Deliver personalized, multi-level feedback to every student. Our engine generates structured responses that clarify goals, analyze mistakes, and map out the next steps for student success.

End-to-end workflow

From secure corpus to monitored delivery—four stages you control from start to finish.

  1. 01

    Secure Ingestion

    Upload your pedagogical documents into an encrypted, private vector space.

  2. 02

    Assisted Generation

    Define your learning objectives and let the AI draft the core assessment items.

  3. 03

    Expert Review

    Edit, override, or regenerate any part of the assessment through your HITL dashboard.

  4. 04

    Encrypted Distribution

    Deploy unique, one-time-use links to students with real-time participation tracking.