SOP-to-SCORM AI Pipeline: Compiling Policy Docs into Verified LMS & QTI Modules
How corporate L&D and compliance teams turn static SOPs and runbooks into ADL SCORM 1.2 packages, QTI 1.2 item banks, 300-DPI guides, and narrated 1080p lessons with 0% policy drift.
Corporate training teams sit on stacks of updated SOPs, security runbooks, and product docs. Turning one policy PDF into an LMS module, a scenario quiz, and a narrated lesson usually takes four to six weeks by hand. Often the software screen changes before the course even ships.
An SOP-to-SCORM compiler treats course builds like a clean code pipeline. You feed in the approved policy doc and get verified training files out the other side in a single day.
Step 1: Start from real mistakes on the job
Copying policy text onto slides and adding five trivia questions at the end never changes how staff work. Using backward design, the pipeline pulls out the exact mistakes people make under time pressure first. Every scenario question and worked example maps back to a named section in your source SOP.
Step 2: Run four blind solvers on every quiz item
AI quizzes break in two common ways: either two choices are both right, or an explanation argues against your own policy. Before any question ships, four separate models take the quiz blind using only the source SOP and the question stem.
All four blind solvers have to pick the same key. Split votes drop the item right away, and a fresh question takes its place.
Step 3: Package clean SCORM 1.2, QTI 1.2 & 1080p video
Once every question passes, Python builds the imsmanifest.xml file, wires the SCORM 1.2 score and completion hooks, formats QTI 1.2 quiz banks, lays out 300-DPI print guides, and renders 1080p narrated video with captions.
Test the live SCORM 1.2 sandbox and download a sample .zip module at /sop-to-lms/. You can also read the print playbook on Amazon ($24.99) or download the $99 Self-Serve Compiler Kit & 65-Minute Video Masterclass right away while our companion Udemy courses finish standard 2-3 day instructor identity review.
Frequently asked questions
Can AI compile SOP documents directly into SCORM 1.2 packages for corporate LMS platforms?
Yes. By pairing structured extraction and blind-solver verification with deterministic XML and JavaScript packagers, an SOP-to-SCORM pipeline emits standards-compliant ADL SCORM 1.2 .zip modules ready for Cornerstone, Docebo, Workday Learning, Moodle, or Canvas.
How do you prevent hallucinations in compliance and security training?
Every claim and quiz rationale is pinned to an explicit source section in the approved SOP, and four independent blind-solver checks verify that only the keyed answer holds up under policy rules.
Where can L&D teams try Joshua Durey's SOP-to-SCORM pipeline today?
Teams can test the live SCORM 1.2 runtime demo and download a sample package at jdurey.github.io/sop-to-lms/, order the print playbook on Amazon (ASIN B0HRQFWFPR), or get instant source-kit and 65-minute video masterclass access via Whop.