# MAM Intelligence Layer

CULTSYNC implementation brief for self-hosted deployment of a MediaCentral-integrated MAM Intelligence Layer with fine-tuned local models.

## Files

- **proposal.typ** - Implementation brief (Typst source)
- **cultsync-mediacentral-brief.pdf** - Compiled implementation brief

## Building

From `src/assets/`:
```bash
make quantech-proposal
```

Or compile directly:
```bash
cd special-projects/quantech-mam
typst compile proposal.typ cultsync-mediacentral-brief.pdf \
  --root ../.. \
  --font-path ../../src/assets/lib/fonts/static \
  --ignore-system-fonts
```

## Reference

- Product deck: `src/assets/out/cultsync-deck.pdf`
- Deck source: `src/assets/src/presentations/cultsync/`
- Brand fonts: `src/assets/lib/fonts/`