Source ingestion
Bring trusted PDFs, images, notes, and team material into a source-first lesson workspace.
AI lesson operations for modern learning teams
The future of learning with source-first AI technology
Sparkles helps schools, creators, and training teams transform trusted material into structured lessons, adaptive practice, and progress signals that prove understanding.
★★★★★5.0for clearer lesson rollouts
9
Lesson pipeline stages
6
Bloom progression levels
4
Team plans
Efficient and integrated
Learning operations services
Replace scattered lesson prep with a pipeline that creates, organizes, refreshes, and measures learning from one shared source of truth.
Structured lessons
Turn chunks into sections, summaries, and learning objectives learners can actually navigate.
Practice generation
Create quizzes, matches, flashcards, and higher-order activities from the same lesson context.
Progress views
Track objective-level progress across Bloom levels, not just whether a learner opened a page.
Managed refresh
See what is fresh, stale, running, or failed when sources change and artifacts need a rerun.
Mindmap outlines
Give every section a visual map so learners can connect ideas before they practice them.
Key benefits
Boost learning quality with technology that keeps context intact.
Marketing pages promise “AI lessons” all the time. Sparkles is built around the operating model that makes those lessons usable: source order, chunk lineage, learning objectives, activity pools, and visible regeneration.
Improve learning quality
Every generated activity is organized around learning objectives, so practice serves a clear learning outcome.
Reduce authoring drag
Teachers and creators can start from source material and let Sparkles produce the first usable lesson path.
Move from content to capability
Learners progress from recall into application, analysis, evaluation, and creation without losing review.
Tailored operations
Partner with technology, transparently.
Pipeline state, run history, task logs, and staleness rules make generation operationally clear. When a source changes or a stage fails, your team can see what happened and run the right stage again.
Rerunnable stages
Run summaries, LOT artifacts, LO grouping, HOT activities, vectors, activity pools, and mindmaps as visible stages.
Freshness tracking
Source revisions and stage state make it obvious what is fresh, stale, running, failed, or ready to retry.
Visual outlines
Section mindmaps turn generated structure into a navigable view that helps learners see how ideas connect.
Build memory first. Then ask for judgment.
Practice is scoped to a lesson, section, and learning objective. Sparkles reveals Bloom levels in order, keeps lower-level review in the mix, and favors activities that expose weak spots.
Bloom
remember
Bloom
understand
Bloom
apply
Bloom
analyze
Bloom
evaluate
Bloom
create
Connected workflow
From raw material to measurable learning.
01
Upload sources
02
Generate lesson structure
03
Practice by objective
04
Review Bloom progress
Tailored plans
Pricing that grows with your learning team.
Start small, then expand seats as your courses, cohorts, and content operations grow. Current checkout prices are shown inside the team billing page.
Free
Start at no cost
Free
No card required
1 workspace member
Try the lesson workflow
No card required
Basic
Small teams
Live
See current monthly pricing
Up to 10 members
Shared team content
Best for small cohorts
Adept
PopularGrowing teams
Live
See current monthly pricing
Up to 25 members
More room for departments
Built for growing programs
Master
Organization-wide
Live
See current monthly pricing
Up to 50 members
Large team rollouts
Highest seat headroom
Build a lesson engine your team can trust.
Bring your sources, generate the first path, and let learners practice toward real understanding.
Get started