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Original deck: 12 content slides + 3 inline demo blocks. 90-minute meeting, Monday May 4, 2026, 9:00–10:30 AM. Cutover same day at 10:30 AM.
Presenter: Ramy Barsoum (CPO) Audience: All AllCare teams. Primary focus: Care Partners (Human Concierge). Order: open frame → Care Partner walkthrough → pillar teams walkthrough → AI Concierge deep dive → governance + cutover. Humans-first, AI-under-the-hood last.

Slide 1. Title

AI Concierge Goes Live

Today. 10:30 AM. Internal Launch & Training Monday, May 4, 2026

Slide 2. Agenda (90 min)

Slide 3. Why now

One system. One workflow. One source of truth.
  • Freshdesk goes read-only at 10:30 AM today
  • Every channel (fax, email, portal) lands in one place: AllCare
  • AI does the first two steps. We keep doing the last two.
  • This is the foundation for everything we ship next.

Slide 4. The four-step model

The AI books the restaurant. It doesn’t cook the meal. Steps 1-2 are AI-assisted. Steps 3-4 are humans, end to end.

Slide 5. Before & After

Slide 6. Who does what


STOP. DEMO BLOCK 1: Care Partner walkthrough. ~20 min. Resume on Slide 7.

Slide 7. Care Partner: what you just saw

You have two queues.
  1. Pre-Dispatch queue (the new work). Every task waits here for your dispatch click. Even the obvious ones. Always. Decision 1 from the launch brief: full HITL on every task. No thresholds, no exceptions.
  2. Open Tasks queue (your existing follow-up work). Dispatched tasks where you own the loop. Same pattern as today, sourced from AllCare instead of Freshdesk.
The 3-minute review, four actions: External domains (lab, imaging, home health, hospice) → set pillar to External, pick vendor, you own follow-up. When in doubt → escalate to your Pillar Champion. Don’t guess.
STOP. DEMO BLOCK 2: Pillar teams walkthrough. Pharmacy → Clinic → Routing. 5 min each. Resume on Slide 8.

Slide 8. Pillar teams: what you just saw

Same job. New interface.
  1. Open your Landing Stage Page
  2. See tasks assigned to your pillar in Tasks Pool
  3. Claim the task
  4. Download attachments, read the AI summary
  5. Do the work the way you always have
  6. Mark done when complete (auto-notifies the Care Partner)
Three pillars, same pattern:
  • Pharmacy (AllRx): refills, prior auths, med questions
  • Clinic (AllCare): provider notes, intake forms, clinical questions, billing
  • Routing: scheduling, transport, dispatch logistics

STOP. DEMO BLOCK 3: AI Concierge under the hood. ~12 min. Resume on Slide 9.

Slide 9. What the AI does (and doesn’t do)

What the AI does, in 12 seconds, on every request:
  • Receives from any channel (fax, email, portal)
  • OCR + text extraction
  • Resolves patient → VERIFIED / PROVISIONAL / NOT_FOUND
  • Classifies → pillar + task type + subtype + urgency
  • Runs Quality Audit
  • Surfaces to Pre-Dispatch with reasoning trace
What the AI does NOT do:
  • Decide on its own that a task is dispatched
  • Resolve PROVISIONAL or NOT_FOUND patients without help
  • Communicate with requesters
  • Close the loop
  • Take action on external domain routing
  • Set urgency lower than P0 without human review

Slide 10. What we’re tracking

Every dispatch decision is logged. We watch six numbers daily. Daily 4 PM review with Care Partners + Sakr + Ramy. Bring patterns. Bring frustrations. This is how the AI gets better.

Slide 11. Week 1 rule + ramp plan

Week 1: every task waits at Pre-Dispatch. No exceptions. Even when the AI is 99% confident. Care Partner clicks Dispatch. HITL exits per pillar when ALL of these hold for 14 consecutive days: Re-engagement is automatic. If edit rate spikes above 10% in any 24h window after exit, HITL re-enables. The 14-day clock restarts.

Slide 12. Cutover + where to get help

Cutover: today, 10:30 AM. Right after this meeting ends. Where to ask for help:
  • Slack: #ai-concierge-launch (always-on, fastest)
  • Pillar Champions: Sharl (Pharmacy), Ryan (Clinic), Mina (Routing), Germin & Melinda (Care Partners)
  • P0 emergencies: page Ramy + Sakr direct
What to do at 10:30 AM:
  1. Walk back to your desk.
  2. Open AllCare. Log in.
  3. Open your role’s job aid (printed, in your hand).
  4. Work the queue.
  5. Ask in Slack the moment you’re unsure.

Questions?