Abstract warm teal background with soft radial gradient suggesting depth
AI Adaptive Learning

A tutor that adjusts to every student, question by question

Adaptcourse reads how each learner performs in real time and reshapes pacing, difficulty, and review, the individualized attention a class of thirty cannot staff.

2.4x
Faster mastery on skills with prerequisite gaps
Observed across pilot programs, 2024-2025
68%
Of students reached on-grade-level within 90 days
Observed across pilot programs, 2024-2025
40+
Content decision points per 60-minute session
Observed across pilot programs, 2024-2025

A class of thirty is never really thirty

Teachers cannot simultaneously teach at thirty different levels. Fixed pacing forces a single speed on every student: fast learners disengage while struggling students fall further behind.

The gap compounds with every lesson. By midyear, some students are months ahead of others on the exact same assignment, yet both receive the same content.

Adaptcourse treats each answer as a signal, not a score. Every response updates a student's knowledge model and routes the next question to where they actually need it.

Student A Unit 4.3
Student B Unit 2.1
Student C Unit 3.7
Student D Unit 1.8
Same class. Same lesson. Four completely different realities.

Adapts at question granularity, not chapter granularity

Most adaptive platforms adjust between chapters or quizzes. Adaptcourse recalibrates after every single answer.

Step 01
Student answers
Each response is tagged by the engine with knowledge state: correct, partial, incorrect, or skipped.
Step 02
Engine recalibrates
The sequencing engine updates the student's position in the content graph and selects the next node.
Step 03
Next question arrives
The next question is chosen for this student's exact state: harder if ready, remedial if a gap was flagged.

Built for the actual mechanics of learning

Real-time pacing engine

Lesson depth adjusts per question response, not per quiz or chapter. When a student demonstrates mastery, the engine advances. When a gap is detected, it branches to prerequisite content before continuing forward. No waiting for the end of a unit to find out a student is lost.

RESPONSE ROUTING
Answer tag Advance Remediate

Prerequisite gap detection

The engine flags missing foundational knowledge before the student hits a wall. Rather than marking the answer wrong and moving on, it branches to the prerequisite skill first.

Teacher visibility dashboard

See where each student actually is, not where the syllabus says they should be. Live status, not end-of-week reports.

Two types of organizations, one engine

K-12 districts and online course providers share the same core problem. Adaptcourse serves both with the same adaptive engine, tuned for each context.

K-12 IT Director / Curriculum Lead

K-12 Districts

  • Fixed-pace curriculum leaves struggling students behind each unit
  • No real-time visibility into individual gaps before test day
  • PD budgets cannot scale to 1:1 tutoring for every student

Standards-aligned adaptive content, Clever and Classlink rostering, FERPA-designed data handling, and a teacher dashboard that shows each student's actual position, not their scheduled one.

See district features
Platform CTO / Product Manager

Online Course Providers

  • One-size video courses lose learners at hard sections with no recovery path
  • Dropout at difficult modules is direct revenue loss
  • No question-level data on where learners actually struggle

REST API and LTI embed paths, white-label UI, content graph editor, per-enrollment pricing option for platforms. Integrate in a weekend without replacing your existing content.

See platform features

Practitioners on the ground

What surprised us was teacher adoption. They didn't feel like the tool was replacing their judgment. It was surfacing information they already wanted but couldn't get fast enough. The dashboard shows each student's actual position, not the syllabus position, and that changed how our teachers planned intervention time.

Director of Instructional Technology Pinehurst Unified Learning Consortium

We integrated via the REST API in three days. Our completion rate on the JavaScript fundamentals track improved meaningfully within the first cohort. The thing that mattered was learners stopped dropping out at the same two modules. The engine rerouted them through prerequisite content instead of stalling.

VP of Product Skillpath Learning

Drops into your existing LMS

No rip-and-replace. Adaptcourse connects to your current system via API, LTI embed, or CSV export. Three paths, one afternoon to set up.

REST API
LTI Embed
CSV Export

Ready to give every student their own path?

Set up takes one afternoon. No LMS swap required. Talk to Priya Sharma, Founder.