M
Magion AI
01
Ingest
02
Orchestrate
03
Generate
04
Review
05
Package
06
Watch
Input
PDFFCA SYSC 4.1.pdf2.4 MB
PDFBasel IV §12.4.pdf1.9 MB
DOCInternal Risk Framework v9.docx3.1 MB
PPTAML Policy 2026.pptx1.4 MB
MDSanctions Update Q2.md120 KB
Pipeline
Parser + OCR fallback
Semantic chunker
Embedder
Citation indexer
Knowledge base
Private vector store
isolated · per-customer
Citation index FCA SYSC 4.1 · §3.2 · p.42 Basel IV · §12.4 · p.18 + 2,847 paragraphs
Orchestrator DAG · streaming · retries · tool-use
01
Outline Architect
tools · KB.search
02
Scriptwriter
tools · KB.cite
03
Quiz Generator
tools · KB.scenario
04
Graphics agent
tools · brand.layout · diagrams
05
Media agent
tools · ElevenLabs · audio.mix
06
Video agent
tools · scene.cut · render
07
QA & Compliance
tools · cite.verify
08
SCORM Packager
tools · build.export
Lesson outlines
✓ done
→ 4 lessons · 12 min · 18 min · 10 min · 14 min
Structured as: foundations · scenarios · edge cases · assessment
generated 06:48 247 citations
Narration scripts
✓ done
→ 12,840 words · split into 56 scene timestamps
British English · CFR-3 reading level · jargon defined inline
generated 07:02 312 citations
Scenario quizzes
✓ done
→ 12 items · 4 distractors each · graduated difficulty
Each scenario is a real case rewritten for anonymity
generated 07:14 48 citations
Voiceover + slides
✓ done
→ 14 min audio · 36 brand-locked slides · 8 storyboard cuts
Audio synced to slide transitions with ±100ms tolerance
generated 07:31 all assets cited
Source · FCA SYSC 4.1 §3.2 · p.42
…the firm shall ensure that, before establishing a business relationship, where a beneficial owner is identified as a Politically Exposed Person, the relationship manager must escalate to the MLRO and pause onboarding pending Enhanced Due Diligence. EDD shall include verification of the source of wealth and ongoing transaction monitoring at heightened thresholds…
Generated · Quiz Q3 · Lesson 1 draft v1
What is the correct first action under FCA SYSC 4.1? SYSC 4.1 §3.2
A · Approve subject to standard CDD
B ✓Escalate to MLRO and pause onboarding pending EDD
C · Defer the decision until quarter-end
approve
eedit
rregenerate
/flag
CITATION MAP 607claims · 607cited to source paragraph · 100%coverage · 0 hallucinations
Approved content
Compiler
SCORM 2004 .zip
xAPI .tin-can
cmi5 .zip
Drop-in targets
Cornerstone
SAP SuccessFactors
Workday Learning
Moodle
Docebo
Regulator feeds
FCA · PRA · ESMA · OFAC + 12 more
poll · every 6 hrs
Source diff
SHA + semantic delta
Change detected
Basel IV §12.4 · revised 2026-04-30
Affected course rebuild
re-runs only the impacted lessons
Re-deploy + notify
v1.0 → v1.1 · 240 learners notified
01 / 07