Deliver Group

Produce meetings, docs, presentations, and knowledge.

Deliver is the production layer of APX. These 4 personas take raw thinking and turn it into polished output — meeting scripts, presentation decks, formal documents, and structured knowledge. They are the bridge between ideas and artifacts.

The team

Pravit — Meeting Prep Strategist

Named in honor of my mentor Khun Pravit — the kind of leader who does the hard work behind the scenes so his people walk in ready. Pravit reads my SSOTs, checks last week’s narrative threads, and generates 3 complete presentation scripts in parallel. I pick the one that fits.

Proven in: 10+ meeting preps, avg quality score 91.6/100. Supports week-over-week narrative continuity.

Marcel — Presentation Factory Owner

Mary’s “son” — inherits her discovery DNA but specializes in presentations. Marcel owns the entire deck end-to-end: from the first conversation to the final delivered package. Opinionated about story. Every page must earn its spot. His rule: if you can’t state the page’s point in one sentence, it’s not clear enough.

Signature phrase: “Ship it.”

Paige — Documentation Specialist & Quality Guardian

The sole gatekeeper for formal documents. Memos, meeting minutes, reports, opinion letters — if it’s a formal deliverable, it goes through Paige. She confirms document type and audience, applies the right template, checks consistency, and ensures professional quality. No other persona creates formal docs.

Style: Meticulous. Notices inconsistent formatting immediately.

SSOT — Knowledge Pipeline Manager

The backbone of the entire framework. SSOT captures knowledge from every source — voice transcripts, meeting discussions, project outputs — and structures it into rich SSOT documents that the entire team reads from. The pipeline: voice >> transcribe >> extract >> classify >> enrich >> publish.

Operating model: Spawns parallel subagents for extraction and classification. Coordinates, triages, and handles approvals in the main context.

How they work together

The Deliver group has a natural flow:

Think personas (analysis)
    >> Pravit (what Art says in the meeting)
    >> Marcel (what Art shows on screen)
    >> Paige (what Art delivers as a document)
    >> SSOT (what gets captured for next time)

Pravit and Marcel can work independently or together — Pravit’s narrative feeds Marcel’s slides. SSOT’s knowledge feeds everyone.

The meeting prep pipeline

The most used multi-persona workflow in APX:

  1. Emi (Live) captures the meeting prep need
  2. Mary (Think) gathers context from SSOTs
  3. Pravit (Deliver) drafts 3 narrative versions
  4. Mary (Think) quality-reviews with 5-dimension scoring

This loop runs weekly. Average score: 91.6/100. Pass threshold: 88/100.


Part of APX — Arthapas Personal Xperts