DEMO MODE · Anonymized composite data. Fictional client: Meridian Health Group.
Sherlock
Use-Case Portfolio
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Module 03 · Use-Case Portfolio & Priority Engine

Fourteen candidates.
One executive-legible ranking.

Every AI opportunity Meridian is considering, scored by the proprietary Sherlock Priority Score. The Board sees this every quarter. The CEO uses it to decide where the next dollar goes — and what to stop.

Candidates14
Recommended: Invest5
Pilot3
Defer3
Stop2
Committee review1
Sherlock Priority Score
Priority =
+ Value + Urgency + Feasibility + Sponsorship
− Risk − Complexity − Change burden
One number, weighted for regulated industries. Every input has a defensible executive rubric. The Priority Score is what CEOs, CFOs, and Board members actually look at — not another dashboard of features. Weights are tuned per client after the Diagnostic phase; Meridian uses the healthcare payer-provider preset with Risk weight +30%.
Portfolio quadrant
Value × Feasibility · Bubble size = Priority Score · Hover for detail
AI Value Score →
Strategic bets
Priority 1
Deprioritize
Quick wins
01
02
03
04
05
06
07
08
09
10
11
12
13
14
← Lower feasibility   ·   AI Feasibility Score   ·   Higher feasibility →

Bubble legend

80+ High priority · Fund now
60–79 Mid priority · Pilot or fund
40–59 Low priority · Defer or de-scope
STOP Stop · Governance or risk fail
Executive read: Coding copilot, prior auth automation, and ambient scribe are the top 3. Two initiatives — marketing copy and fundraising targeting — should stop immediately (both shadow, both regulatory-exposed).
Ranked portfolio
Sherlock scoring · June 2026 refresh
# Use case Value Feas. Consq. Priority Sponsor Recommendation
01
Coding & documentation copilot (Epic-native)
Revenue Cycle · CFO sponsor
88 82 42 91 J. Okonkwo (CFO) ● Invest · Scale enterprise · Est. $18–22M annual net.
02
Prior auth automation (MA plan)
Utilization Mgmt · Plan CEO sponsor
92 64 58 87 K. Ramirez (VP UM) ● Invest · Governed rollout · Human-in-loop for all adverse actions.
03
Ambient clinical scribe (physician group)
Physician group · CMIO sponsor
84 78 62 84 Dr. R. Nguyen (CMIO) ● Invest · After governance · Complete Tier-1 controls before scale.
04
Radiology assist — expand to lung & chest
Imaging · Chief Radiology
78 70 55 78 Dr. S. Patel ● Invest · Extend proven pattern
05
Denial appeal drafting (provider-side)
Physician group · CMIO
72 66 48 74 Dr. R. Nguyen (CMIO) ● Invest · Fund enterprise expansion
06
Sepsis early warning — tuning & outcomes audit
Hospital ops · CMO
64 82 55 68 Dr. M. Chen (CMO) ◐ Pilot · Retune with outcomes audit
07
Member call center summarization & triage
MA plan · VP Member
62 60 52 62 L. Alvarez ◐ Pilot · After data-residency fix
08
Bed placement / capacity optimization
Hospital ops · COO
58 68 42 58 P. Grant (COO) ◐ Pilot · Add equity audit
09
Legal redlining — expand to procurement contracts
Legal · GC
44 84 32 52 J. Feld (GC) ○ Defer · Low value vs. runway
10
Provider directory update (LLM extraction)
MA plan · Ops
42 72 38 48 K. Ramirez ○ Defer · CMS penalty exposure minimal
11
HR resume screening
HR · CHRO
38 60 48 38 T. Wallace (CHRO) ◑ Committee review · Bias-audit posture
12
Marketing copy generation (unsanctioned)
Marketing · Shadow
60 28 78 Unassigned ■ STOP · CMS TPMO + brand risk
13
Fundraising donor targeting
Foundation · Shadow
28 40 62 Unassigned ■ STOP · Data-use violation
14
Ambient scribe — ED expansion
Emergency Dept · CMO
68 32 72 34 Dr. M. Chen (CMO) ○ Defer · Workflow not ready · Revisit Q1
Next: Priority Engine → ← Risk Register All demos