For Instructors

Your expertise, reimagined for how adults actually learn

You've spent years building your content. SPARK's AI converts your slides, notes, and readings into narrative-driven episodes structured on our proprietary content generation framework — so your teaching reaches learners who would never finish a two-hour recording.

Upload what you already have

From slides to episodes, without a studio

Slides, PDFs, lecture notes — SPARK's AI transforms conventional materials into ready-to-review micromodules. You stay the expert; the platform handles production.

Instructional design, built in

Structure every episode around attention

Our framework structures each episode around a hook, a moment of cognitive tension, core content, and a cliffhanger — learning science does the heavy lifting, so your course keeps momentum from unit to unit.

See what lands

Refine with evidence, not guesswork

Engagement and completion insights show exactly where learners lean in and where they drop off. Working adults who can't attend classes or finish long recordings can now complete your course — one episode at a time.

Introduction to Machine Learning materials and file upload interface
Introduction to Machine Learning pathway with a chapter selected
Introduction to Machine Learning instructor progress analytics with completed units

Scroll to move through the workflow

The authoring experience

A closer look at the studio

SPARK studio generating micro-videos from an Introduction to Machine Learning chapter
AI generation in progressGenerating micro-videos from a chapter
SPARK studio previewing and editing an Introduction to Machine Learning episode
Preview & editReviewing and editing a generated episode

Bring your course to SPARK

Partner with the SPARK team to convert your first module and see the difference episode-based learning makes.

Partner with SPARK