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McKinsey · consulting-deck

AI Healthcare Errors

26 pages · 3 arc beats · 2 loops

Consulting-Deck Download JSON
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AI Healthcare Errors

McKinsey
arc beats above · slides in the middle · loops below · scroll → 2 LOOPS
SETUP TENSION ANALYSIS EVIDENCE RESOLUTION APPENDIX
HOVER FOR DETAILS · CLICK A SLIDE FOR FULLSCREEN · STEP 1
— No image bound to this slide. Wire up imgproxy to display the rendered slide JPEG.
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Deck intelligence map

3
coverage by narrative range · generated from this deck JSON
Narrative range 26 total
Metadata
Components
Metrics
Tools
Frameworks
Beats
Loops
Problem (Identify pain) 4 slides 100% 4/4 slides 100% 4/4 slides · 18 hits
— 0/4 slides
25% 1/4 slides
— 0/4 slides
100% 4/4 slides 25% 1/4 slides Agitate (Make it worse) 5 slides 100% 5/5 slides 100% 5/5 slides · 36 hits 80% 4/5 slides
— 0/5 slides
40% 2/5 slides 100% 5/5 slides 100% 5/5 slides Solution (Provide relief) 17 slides 100% 17/17 slides 100% 17/17 slides · 91 hits 52.9% 9/17 slides 58.8% 10/17 slides · 12 hits 58.8% 10/17 slides 100% 17/17 slides 35.3% 6/17 slides

Slide inventory

26
every slide · same image gating as the playbook
01
Slide 1
front_matter
Open slide detailBeat · Problem (Identify pain)
02
summarize
Open slide detailBeat · Problem (Identify pain)
03
summarize
Open slide detailBeat · Problem (Identify pain)
04
Uses a heatmap visualization to contrast model fitting approaches.diagnose
Open slide detailBeat · Problem (Identify pain)Loop · Golden Circle
05
The chart is a custom heatmap/matrix visualization showing player-match data.quantify_impact
Open slide detailBeat · Agitate (Make it worse)Loop · Golden Circle
06
Uses a Situation-Approach-Impact structure.illustrate_case
Open slide detailBeat · Agitate (Make it worse)Loop · Golden Circle
07
Uses a classic Situation-Approach-Impact structure.illustrate_case
Open slide detailBeat · Agitate (Make it worse)Loop · Golden Circle
08
summarize
Open slide detailBeat · Agitate (Make it worse)Loop · Golden Circle
09
The slide uses a waterfall-like structure to show the gap between potential and realized value.quantify_impact
Open slide detailBeat · Agitate (Make it worse)Loop · Golden Circle
10
The slide uses a hub-and-spoke diagram to illustrate data integration and bar charts to compare model performance across different data inputs.illustrate_case
Open slide detailBeat · Solution (Provide relief)Loop · Golden Circle
11
The slide uses a bar chart to compare the AUC of a random forest machine learning model against five established clinical heuristic scoring systems (CART, Logisillustrate_case
Open slide detailBeat · Solution (Provide relief)Loop · Golden Circle
12
The slide highlights both the clinical utility and the data privacy/regulatory challenges of the partnership.illustrate_case
Open slide detailBeat · Solution (Provide relief)Loop · Golden Circle
13
The slide highlights a specific research study from Tianjin University.illustrate_case
Open slide detailBeat · Solution (Provide relief)Loop · Golden Circle
14
The slide uses a bar chart to compare AUC scores across three different modeling techniques.diagnose
Open slide detailBeat · Solution (Provide relief)Loop · Golden Circle
15
The chart is a hybrid bar-line chart showing cumulative admission rates against patient segments.quantify_impact
Open slide detailBeat · Solution (Provide relief)
16
The slide uses a technical diagram to explain the 'how' behind the operational improvements.illustrate_case
Open slide detailBeat · Solution (Provide relief)
17
The slide uses a 'before-after' framing implicitly by contrasting the initial problem (Summary) with the achieved results (Impact).illustrate_case
Open slide detailBeat · Solution (Provide relief)
18
The slide uses a waterfall-style chart to aggregate value across different levers, with a corresponding impact summary on the right.quantify_impact
Open slide detailBeat · Solution (Provide relief)Loop · Cost Of Inaction
19
The slide uses a dot-matrix visualization to represent barrier intensity (Major, Minor, Not a barrier) across two industry sectors.compare_peers
Open slide detailBeat · Solution (Provide relief)
20
summarize
Open slide detailBeat · Solution (Provide relief)
21
The slide uses a numbered list format to structure common client inquiries regarding AA transformation.frame_problem
Open slide detailBeat · Solution (Provide relief)
22
The slide uses a before-and-after comparison to illustrate the benefits of a data lake architecture.present_solution
Open slide detailBeat · Solution (Provide relief)
23
The slide uses a Venn diagram to show role overlap and a table to define specific skill sets for key roles.present_framework
Open slide detailBeat · Solution (Provide relief)
24
The slide uses a spectrum-based framework to categorize data governance models.compare_options
Open slide detailBeat · Solution (Provide relief)
25
The slide uses a numbered list format to structure the key strategic questions for AA transformation.frame_problem
Open slide detailBeat · Solution (Provide relief)
26
summarize
Open slide detailBeat · Solution (Provide relief)