Managed content. Generated learning.

One source of truth.
Many ways to teach it.

Context Hub turns the knowledge your organisation already owns into one validated source, and generates e-learning, presentations, explainers and scripts from it. Nothing is invented. Every fact shows where it came from.

The film

Two minutes. The whole idea.

How it began, how it really works under the bonnet, what comes out, and what it means for any organisation that wants to pass knowledge on.

Context Hub · explainer

Everything you see in the film exists: the vault, the pipeline, the agents, the wizard, the WhatsApp delivery. Screens are rebuilt in the hub's own design; example products are fictional.

What it is

Your knowledge, in context. Your learning, generated.

Sources flow in

Manuals, datasheets, standards, web pages, video, drawings. Scripts read every source faithfully and load it into the vault as small units, each with its document, page and quote.

One validated source of truth

Every unit carries a provenance grade: green, yellow or red. An expert approves it before it goes anywhere. When a source changes, the hub notices and flags what is affected.

Every format flows out

E-learning with work forms and knowledge checks, presentations with speaker notes, interactive explainers, designed scripts. All consistent, because they share one source.

March 2026first prototype
642commits since then
492cards on the planning board
13automated agents in use
How it really works

Not “AI writes e-learning”. A pipeline, with AI as one step.

Under the bonnet a chain of scripts does the faithful work. The AI drafts the narrative from approved units only. A dozen automated agents check the rest.

  1. SourcePDF · web · video
  2. Rawfaithful dump, hashed
  3. Dossierdocument · page · quote
  4. Vaultsmall units, graded
  5. ScriptAI drafts here
  6. Producthuman approved
Agents that check the work
Provenance AuditFeedback ComplianceUpdate DetectionBrand BookTranslationSource TraceabilityContent QualityPlanning SyncEnvironment ParityProgress FreshnessAnimation SpecMedia Provenance
01

Sources contradicted each other

Fixed at the source. The documentation itself got better.

02

A wrong figure reached a draft

Removed everywhere it appeared, and an agent now blocks it for good.

03

The first output looked poor

So we built a design library every format inherits from. Quality set once.

The one rule

Nothing is invented.

Every unit in the vault points to a named document and page. Green means traceable and quoted. Yellow means the document is known but not the passage. Red means no source, and it does not ship until someone decides.

  • Five fidelity labels: verbatim, rephrased, interpreted, generated, interface text
  • A review gate on every deliverable before it is built
  • Corrections become permanent checks. A fixed error cannot quietly return.
STEP 1Mount the unitverbatim · green

Mount the A100 on a 35 mm DIN rail inside the control cabinet. Keep 50 mm clearance above and below the housing for convection cooling.

✓ ApprovedNeeds reviewFlag
Built for e-learning

From choice to course, without the authoring tool.

Pick e-learning, choose the content and the audience, tell the AI what matters. It drafts a script from approved units only; you review, reorder, adjust. Then build.

1Choose

The content sets and the department it is for. Your departments come from your own configuration.

2Instruct

One line of intent is enough: “For new field staff, keep it practical.” The AI designs the story and picks the visuals from your vault.

3Review

Every stage shows its fidelity and source. Reorder, edit, add images. Generated stages are marked until someone approves them.

4Build

A complete course with interactive work forms and knowledge checks, a pass mark, and SCORM 1.2, SCORM 2004 or xAPI tracking. Ready for any LMS.

Or skip the LMS entirely.

Share a module straight to WhatsApp. A link, a one-time code, and the module opens on the phone, progress tracked with xAPI. Learning where people already are.

The same content, other forms

A presentation with speaker notes. An interactive explainer with voice-over. A designed script as a Word document. And next: video and animation, generated from the same script.

Every hub is yours

Your logo, your colours, your departments.

Upload a logo, set a colour, describe your organisation, and the whole hub follows. For a manufacturer or a hospital, a law firm or a group with fifty sites, the same idea holds: keep one source right, and everything you teach stays right.

Try it:
PlanningAgents
What do you want to make?
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Explainer
PowerPoint
E-learning
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Get in touch

Show us your documentation. We show you the hub.

A short call, your own material, and a first walkthrough of what one validated source could generate for your organisation. No slides about slides.

We use what you send only to reply to you.