M
Magion AI
01
Build alert
02
Run dashboard
03
Diff & review
04
Publish to LMS
Magion File Edit View Run M 100% Fri 06:48
M
Magion · Operator Console
Build complete · ready for review
AML Foundations 2026 · 4 lessons · 36 slides · 12 quiz items · 14 min audio · 607 citations · 3 flagged
just now
"I haven't even finished my coffee."
app.magion.ai/builds/m-2026-04-30-1912
M
Magion
Operator
W
Sarah
AML Foundations 2026
Run · m-2026-04-30-19:12 · v1.0 · started 19:12 · finished 06:48
build complete
11h 36m runtime
Lessons
4
12·18·10·14 min
Slides
36
brand-locked
Quiz items
12
scenarios
Audio
14 min
Daniel · UK
Citations
607
100% coverage
Flagged
3
need review
Items · 615 total
3 flagged 12 quiz 36 slides 14 voice 3 storyboard
Q3 / Lesson 1 — AML Foundations
Scenario reads too theoretical · 0.62 confidence
Review →
Slide 18 / Lesson 2 — Sanctions
Date conflict: source 2024 vs draft 2023 · 0.71 confidence
Review →
Voiceover seg 7 / Lesson 3 — EDD
Pronunciation: 'MLRO' read as 'mil-row' · 0.55 confidence
Review →
604 other items
auto-approved · all citations verified
View
98.4% auto-approved · 3 flagged need a human · est. review: 12 min
Approve all auto-passes
Review 3 flagged →
app.magion.ai/builds/m-2026-04-30-1912/flagged
M
Magion
Operator
W
Sarah
Builds / AML Foundations 2026 / Flagged items (3)

3 items need a human review.

Magion flagged what it wasn't confident enough to ship. Approve, edit, or regenerate each.
Q3 · Lesson 1 — AML Foundations scenario quiz · multiple choice
Scenario reads too theoretical — agent suggests rewriting with a real-world case study.
0.62confidence
Slide 18 · Lesson 2 — Sanctions slide layout · stat tile
Date conflict: source says 2024, draft says 2023 — likely a OCR ingestion artifact.
0.71confidence
Voiceover seg 7 · Lesson 3 — EDD audio · ElevenLabs render
Pronunciation drift: 'MLRO' read as 'mil-row' — needs phonetic override.
0.55confidence
app.magion.ai/builds/m-2026-04-30-1912/items/quiz-l1-q3
M
Magion
Operator
W
Sarah

Q3 · Lesson 1 draft v1 · flagged 0.62 confidence

⚑ flagged
scenario
Why this was flagged: Scenario reads too theoretical. The agent suggests rewriting with a real-world case study cited from this source.
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 source of wealth and ongoing transaction monitoring at heightened thresholds…
Generated · Quiz Q3 · draft v1 cited to source
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
app.magion.ai/builds/m-2026-04-30-1912/items/quiz-l1-q3/regen
M
Magion
Operator
W
Sarah
Regenerating · Q3 · Lesson 1
Tell Magion what to fix — plain English. Cite a source if needed.
Instruction ⌘ ↵to submit
+ Cite source paragraph + Tighten to N sentences + Add named example + Match brand voice
esccancel regenerate
app.magion.ai/builds/m-2026-04-30-1912/items/quiz-l1-q3
M
Magion
Operator
W
Sarah

Q3 · Lesson 1 — regenerated

regenerating…
draft v2
Magion is rewriting with the Goldman 2024 SAR case
In the Goldman Sachs SAR case (2024), an RM identified a beneficial owner as a senior PEP from a sanctioned jurisdiction during quarter-end onboarding. What was the FCA-compliant first action? SYSC 4.1 §3.2
A · Approve subject to standard CDD given quarter-end pressure
B ✓Escalate to the MLRO and pause onboarding pending Enhanced Due Diligence
C · Defer the relationship to the next quarter
Edit
Regenerate again
✓ Approve
app.magion.ai/builds/m-2026-04-30-1912/publish
M
Magion
Operator
W
Sarah
All 615 items reviewed. 0 flagged.
3 regenerated · 612 auto-approved · destination: Group Compliance LMS · 240 enrolled
Publishing v1.0 → Group Compliance LMS 0%
Compiling SCORM 2004 package · 11.0 MB
Uploading to LMS endpoint · lms.bank.internal
Registering in catalogue · assigning to 240 learners
Sending learner notifications · email + Slack
Published. Group Compliance LMS · v1.0
240 learners notified · audit trail filed · 607 citations resolvable
Fri 09:47 AM
01 / 08