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AI Layer
Workshop · Day 2

Opportunity Force-Ranker

Twelve candidate initiatives across Scott's three tracks, scored against seven factors. Adjust the weights to reflect what the room cares about most, watch the ranking re-shuffle live, and have Claude generate a one-paragraph rationale per row. Designed to walk out of the workshop with a sequenced, defensible roadmap — not another backlog.

Weights — drag to re-rank
Filter by track
#InitiativeTrackCompositeHeadcountAHTProviderFeas.TTVDataRiskRationale
1
Auto-summarised after-call work (ACW)
AI drafts wrap-up notes, disposition codes, and follow-ups from the call transcript — specialist confirms with one click.
CSS Reimagined784515544
2
Real-time RAG over SPDs and EOCs
Knowledge cards stream into the AI Assist pane from indexed plan documents, mid-call.
Benefits Navigator744524434
3
Tier-aware screen-pop with predicted intent
On call arrival, surface the member's tier, plan, accumulators, open items, and a top-3 prediction of why they're calling.
Benefits Navigator734514444
4
NPI+TIN bot for claim status / denial
Authenticated conversational channel that answers status, CARC/RARC translation, payment, auth, and appeal start.
Provider Deflection733254444
5
EDI 277/835 summarisation for billing agencies
Plain-English digest of the 277 status response and 835 remit, delivered as a chat reply or daily email.
Provider Deflection732244555
6
Specialist desk consolidation
Single AI-mediated workspace that absorbs the 6–10 systems specialists swivel-chair between today.
CSS Reimagined645522232
7
Self-service prior-auth status + escalate
Real-time PA status bot with same-day escalate-to-UM flow when SLA is breached and a procedure is imminent.
Provider Deflection622234444
8
Sentiment-driven escalation predictor
Watches sentiment and language-pattern signals to pre-warn supervisors before a call goes critical.
Benefits Navigator592314444
9
Portal augmentation (chat overlay on Availity / Blue Access)
Drop a contextual AI assist on top of the existing provider portal so providers stay in the tool they already use.
Provider Deflection562243333
10
Real-time coaching assistant
Surfaces compliance prompts, de-escalation language, and missed-disclosure nudges live during the call.
CSS Reimagined533313333
11
Top-5% performer playbook auto-coach
Mines what top performers do differently and codifies it as in-call coaching for the rest of the floor.
CSS Reimagined534412223
12
Next-best-action recommender
Tier-conditional next-step suggestions: cross-program enrolment, care-management, retention.
Benefits Navigator533313333

Rationales are generated by Claude on demand against the current weights. They reflect the model's read of the configured scores — not a binding HCSC commitment.

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