A learning platform that treats training like software that must stay correct
Most tools stop at "generate a course". Coursecast starts there, live today, and builds toward the rest of the lifecycle: knowing where every claim came from, turning source changes into reviewed updates, and proving people are current.
Five layers, one loop
Each layer reads and writes the same course model, so a change anywhere flows everywhere it should.
Sources Live + roadmap
Your documents, decks, SOPs and transcripts, read today; on the roadmap, a source library with owners, freshness, conflicts and rights. Source Intelligence
Learning IR Roadmap
A typed course model: objectives, claims, lessons, items, scenarios, media and locales, each with provenance. The live JSON export is its first form. Learning IR
Evidence graph Roadmap
Claim-to-passage links that make review fast and change analysis possible. Evidence Graph
Change, checks and releases Roadmap
Training PRs on source change, an eval lab of release gates, and versioned releases with approvals and rollback. Change Intelligence · Eval lab · Releases
Connect. Build. Verify. Change. Release. Observe.
Three planes hold the state; six verbs move work through them.
What the organization knows
Sources, owners, versions, claims, obligations and their authority.
What it teaches
The Learning IR: objectives, lessons, items, scenarios, media, locales.
What people can do
Releases, delivery, readiness, observability and the evidence trail.
Create, Govern, Prove
Studio
Source to outline, scripts, key points and checks.
Assessments
Knowledge checks with explanations; item banks next.
Narration & media
Scripts and preview today; voice-over and slides next.
Source Intelligence
Read, map and flag every source.
Evidence Graph
Every claim linked to its passage.
Change Intelligence
Training PRs when sources change.
Assurance & Eval Lab
Release gates before anything ships.
Release & Deploy
Exports today; versioned releases next.
Time machine
What any learner saw, on any date.
Simulations
Branching practice from procedures.
Governed Tutor
Answers only from approved content.
Readiness
Who is current on what changed.
What we won't compromise on
These shape every roadmap decision, and they're why some features take longer.
Source first
Training is derived from approved sources, never the model's general knowledge.
People approve
AI drafts and proposes. Named humans review and release.
Every change is a diff
Reviewers see exactly what changed and why.
Honest status
Live, roadmap and illustrative are always labelled.
Open outputs
Word, Markdown and JSON today; standards-based packages next. No lock-in.
Minimal data
Don't keep what we don't need. Files are discarded after drafting.
Start with the studio. Shape the platform.
Use the live drafting app today, and join the design-partner list for Change Intelligence, the evidence graph and releases.