Training where every claim points back to its source
In regulated work, “trust me” isn't an answer. Scormy One ties every line of training to the exact page it came from — and refuses to teach anything the source doesn't support.
Sound familiar?
- An auditor asks where a training statement comes from, and you spend hours tracing it.
- You can't be sure your course doesn't contain a confident, invented, or outdated claim.
- A regulation changes and you have no fast way to find every course that referenced it.
- “Generated by AI” sounds like a liability, not a feature, to your risk team.
Why this is worth fixing
68% of breaches involve a human element when malicious privilege misuse is excluded (Verizon DBIR, 2024), and 87% of employees recently hit a moment where they didn't know how to comply (Gartner, 2024). More policy PDFs don't fix that — people need training they can actually follow, tied to the exact source.
How Scormy One solves it
Scormy One generates training that is faithful by construction. It builds only from verified facts and your verbatim source text, and a verification step rejects any line that invents or contradicts the source. A separate, stricter check holds quiz answers to a word-for-word standard against the material. Content that can't be grounded doesn't ship.
Every claim carries its provenance: the exact page and region of the source it came from. When someone asks “where does this come from?”, you point — you don't hunt. Published courses are versioned, so you always know which version said what, and when.
Every significant action is recorded in an audit trail across your account. Your documents stay walled off from every other customer, and when access is ever uncertain, the system denies it rather than guessing.
Published training output
Controlled Procedure Handling
A controlled-document course for employees who must verify the approved revision, stop when copies disagree, and complete an accurate training record.
Use the Current Controlled Procedure
Confirm the approved revision before work begins and resolve any mismatch without guessing.
Confirm the Approved Revision
Before beginning controlled work, employees must verify the document number, revision, effective date, and approval status in the controlled repository.
On screen: “Verify: document · revision · effective date · approval”
What should you do if a printed procedure does not match the approved revision in the controlled repository?
- AUse whichever copy has the most recent printed date and continue the task.
- Stop the task, prevent use of the questionable copy, and ask document control or the supervisor to confirm the approved revision.
- CContinue from memory while another employee checks the repository.
- DEdit the printed revision identifier so it matches the repository.
Fictional example · Asteron Medical Devices Controlled Document Procedure
training-export.json
Pretty-printed export.v1 payload
{ "schemaVersion": "export.v1", "trainingId": "c31b6c10-15d4-4d7e-9f44-2df9ba2e7801", "version": 1, "title": "Controlled Procedure Handling", "language": "en", "status": "published", "publishedAt": "2026-07-21T13:00:00.000Z", "kind": "training", "hasQuiz": true, "synopsis": "A controlled-document course for employees who must verify the approved revision, stop when copies disagree, and complete an accurate training record.", "chapters": [ { "id": "9a941c57-6f81-461c-85cc-4a257b004a11", "title": "Use the Current Controlled Procedure", "summary": "Confirm the approved revision before work begins and resolve any mismatch without guessing.", "position": 0, "scenes": [ { "id": "8f3d9a44-b486-4b5f-8e41-e387a0534f21", "kind": "narrative", "title": "Confirm the Approved Revision", "position": 0, "summary": "Before beginning controlled work, employees must verify the document number, revision, effective date, and approval status in the controlled repository.", "durationSeconds": 105, "narrative": "Before you begin controlled work, open the procedure from the controlled document repository. Do not start from a printed sheet, an email attachment, or a file saved on your computer, because those copies may no longer be current.\n\nMatch four details before proceeding: the document number, revision identifier, effective date, and approval status. The document is ready for use only when all four match the assigned work and the repository identifies the revision as approved and effective.\n\nIf you need a working printout, create it only after completing this check and handle it according to the document-control instructions. A printed or locally saved copy is a convenience, not the authority.\n\nThis verification prevents an obsolete instruction from entering the process. Taking one minute to confirm the approved revision protects the work, the record, and the people who depend on both.", "onScreenText": "Verify: document · revision · effective date · approval", "plan": "roll-a", "mediaKind": "image", "generationPrompt": "Documentary-style close view of an employee at a clean controlled-workstation comparing a document repository screen with a printed procedure, with the revision, effective date, and approval fields visibly emphasized; neutral professional environment, no brand marks.", "sourceImages": [], "sourceChunks": [] }, { "id": "cb01ef76-cfd5-4733-bd53-064ca420f226", "kind": "narrative", "title": "Resolve a Revision Mismatch", "position": 1, "summary": "When controlled copies disagree, employees must stop the task, prevent use of the questionable copy, and obtain confirmation from document control or a supervisor.", "durationSeconds": 110, "narrative": "A revision mismatch is a stop signal. If the printed procedure, local file, or work packet does not match the approved revision in the controlled repository, do not choose the version that looks newest and do not continue from memory.\n\nPause the task and prevent anyone from using the questionable copy. Mark or place it according to the local hold process so it cannot return to active work by mistake. Keep the affected material or work area in its current safe state.\n\nThen contact document control or the responsible supervisor. Provide the document number, both revision identifiers, and where the conflicting copy was found. Resume only after the approved revision has been confirmed and the mismatch has been addressed.\n\nThe correct response is deliberate: stop, contain, confirm, then continue. Guessing between two controlled instructions turns a document problem into a process problem.", "onScreenText": "Mismatch? Stop. Contain. Confirm.", "plan": "roll-b", "mediaKind": "broll", "generationPrompt": "Professional compliance-training scene showing an employee pausing work, placing a conflicting procedure in a clearly marked document hold tray, and calling a supervisor; calm controlled environment, realistic actions, no company branding.", "sourceImages": [], "sourceChunks": [] } ] }, { "id": "7a21b0b3-5cc6-490c-98a4-690a523c5a32", "title": "Document the Training Record", "summary": "Record completion only after the procedure has been reviewed and questions are resolved.", "position": 1, "scenes": [ { "id": "d8826142-2f36-43a2-86e9-b45c9f0ddc33", "kind": "narrative", "title": "Complete the Read-and-Understand Record", "position": 0, "summary": "Training completion is recorded only after the learner reviews the full assigned revision, resolves questions, and accurately identifies the document and completion details.", "durationSeconds": 100, "narrative": "A read-and-understand record is an attestation, not an attendance mark. Complete it only after reviewing the entire assigned procedure and understanding the responsibilities that apply to your work.\n\nIf any instruction is unclear, pause before signing. Ask the designated trainer, document owner, or supervisor and resolve the question. The record should never be used to hide uncertainty or to satisfy a deadline before the review is complete.\n\nWhen you are ready to attest completion, verify the procedure number and revision one more time. Record your identity and the actual completion date accurately. Do not backdate, pre-sign, or reuse details from an earlier revision.\n\nBefore submitting, compare the entry with the procedure you reviewed. A complete record connects the right learner to the right approved revision at the right time, creating evidence that can be checked later.", "onScreenText": "Review fully · Resolve questions · Record accurately", "plan": "roll-a", "mediaKind": "image", "generationPrompt": "Close-up training scene of an employee completing a controlled read-and-understand record beside an approved digital procedure, carefully checking the revision and completion date; clean neutral office setting, no logos.", "sourceImages": [], "sourceChunks": [] } ] } ], "quizzes": [ { "id": "941ea5d6-9281-46d4-9f31-4ccd49e53641", "prompt": "What should you do if a printed procedure does not match the approved revision in the controlled repository?", "type": "single-choice", "interactionType": "choice", "difficulty": "medium", "options": [ { "id": "comp-q1-opt-0", "text": "Use whichever copy has the most recent printed date and continue the task." }, { "id": "comp-q1-opt-1", "text": "Stop the task, prevent use of the questionable copy, and ask document control or the supervisor to confirm the approved revision." }, { "id": "comp-q1-opt-2", "text": "Continue from memory while another employee checks the repository." }, { "id": "comp-q1-opt-3", "text": "Edit the printed revision identifier so it matches the repository." } ], "position": 1, "correctAnswer": "Stop the task, prevent use of the questionable copy, and ask document control or the supervisor to confirm the approved revision.", "correctOptionIds": [ "comp-q1-opt-1" ] }, { "id": "eb05e4fa-5b10-47ac-a9d6-89f01e8a6f42", "prompt": "When should you complete the read-and-understand training record?", "type": "single-choice", "interactionType": "choice", "difficulty": "medium", "options": [ { "id": "comp-q2-opt-0", "text": "As soon as the procedure is assigned, before opening it." }, { "id": "comp-q2-opt-1", "text": "After reading only the sections that look relevant to the current task." }, { "id": "comp-q2-opt-2", "text": "After reviewing the complete assigned procedure and resolving any questions." }, { "id": "comp-q2-opt-3", "text": "At the end of the month, using the date the procedure was assigned." } ], "position": 2, "correctAnswer": "After reviewing the complete assigned procedure and resolving any questions.", "correctOptionIds": [ "comp-q2-opt-2" ] } ]}Fictional example · Asteron Medical Devices Controlled Document Procedure
Before and after
| Before Scormy One | With Scormy One |
|---|---|
| Tracing a claim to its source takes hours | Each claim links to its page and region — one click |
| AI content might invent or contradict the source | Faithful by construction; ungrounded lines rejected |
| Quiz answers drift from the material | Answers held to a strict word-for-word source check |
| “Which course version said that?” | Versioned publishing — every version preserved |
| No clear record of who changed what | Every significant action recorded in an audit trail |
Which capability solves which problem
| The problem | The capability that solves it |
|---|---|
| Unverifiable claims | Provenance to the page — every claim shows its exact source region |
| Invented or contradicted facts | Faithful-by-construction generation — ungrounded content rejected |
| Loose quiz answers | Strict literal-source gate — answers must be derivable word-for-word |
| Lost history | Versioned publishing — every published version preserved |
| Accountability gaps | Audit trail — every significant account action recorded |
| Data exposure risk | Tenant isolation, fail-closed — your data walled off; deny when uncertain |
| Vendor security review | SOC 2 Type II compliance — available on Enterprise |
What this looks like in practice
In practice
A compliance officer at a medical-device company builds annual safety training from the latest controlled procedure document. Mid-review, her auditor flags one statement about a handling tolerance. She clicks the claim; the source page and the exact paragraph it was drawn from open beside it. It matches. The whole review that used to take a day takes the afternoon — and the parts that pass, pass with evidence, not assertion.
Make “where's that from?” a one-click answer
See provenance and the verification gates on your own document during the free trial.
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