Average realistic automation risk across all Innovation And Ai Advisor And Facilitator profiles in the dataset.
Raw potential
48%
Realistic risk
24%
Raw potential = I/O automation ceiling. Realistic risk = adjusted for informal knowledge and social context.
Score spread
Distribution across 10 profiles.
Middle half of Innovation And Ai Advisor And Facilitators score between 21% and 26%.
0%
50%
100%
p10 · 18%
28% · p90
Task breakdown by work type
On-screen work31%
Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.
In-person + screen22%
Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.
Computer + action25%
Computer input, real-world output — needs someone to act on it, not just software.
Fully in-person22%
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a Innovation And Ai Advisor And Facilitator, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
TaskTimeTypeExposure
Facilitating discussions between technical teams and business stakeholders to align AI initiatives with organizational goals and constraints
deep expertisesocial core
35%AA
3%
Conducting workshops and training sessions to help teams understand AI capabilities, limitations, and practical applications relevant to their work
some context neededsocial core
20%DA
6%
Advising leadership on AI strategy, risks, investment priorities, and organizational readiness for transformation
deep expertisesocial core
16%DA
6%
Creating documentation, frameworks, guidelines, and internal resources to standardize how the organization approaches AI adoption and governance
11%DD
48%
Researching emerging AI tools, platforms, and techniques; staying current with developments in the field
8%DD
89%
Analyzing organizational processes and workflows to identify where AI and automation could add value or reduce inefficiency
deep expertisesocial element
4%AD
17%
Developing proof-of-concept projects, pilots, or prototypes to test AI solutions before larger-scale implementation
3%AD
29%
TaskTimeTypeExposure
Conducting workshops and training sessions to help teams understand AI capabilities, limitations, and practical applications relevant to their work
deep expertisesocial core
22%DA
5%
Facilitating discussions between technical teams and business stakeholders to align AI initiatives with organizational goals and constraints
deep expertisesocial core
21%AA
8%
Researching emerging AI tools, platforms, and techniques; staying current with developments in the field
19%DD
62%
Analyzing organizational processes and workflows to identify where AI and automation could add value or reduce inefficiency
deep expertisesocial element
16%AD
15%
Advising leadership on AI strategy, risks, investment priorities, and organizational readiness for transformation
some context neededsocial core
9%DA
6%
Creating documentation, frameworks, guidelines, and internal resources to standardize how the organization approaches AI adoption and governance
8%DD
51%
Developing proof-of-concept projects, pilots, or prototypes to test AI solutions before larger-scale implementation
2%AD
21%
TaskTimeTypeExposure
Researching emerging AI tools, platforms, and techniques; staying current with developments in the field
28%DD
54%
Conducting workshops and training sessions to help teams understand AI capabilities, limitations, and practical applications relevant to their work
deep expertisesocial core
18%DA
6%
Developing proof-of-concept projects, pilots, or prototypes to test AI solutions before larger-scale implementation
15%AD
28%
Creating documentation, frameworks, guidelines, and internal resources to standardize how the organization approaches AI adoption and governance
13%DD
51%
Facilitating discussions between technical teams and business stakeholders to align AI initiatives with organizational goals and constraints
deep expertisesocial core
12%AA
4%
Advising leadership on AI strategy, risks, investment priorities, and organizational readiness for transformation
deep expertisesocial core
7%DA
1%
Analyzing organizational processes and workflows to identify where AI and automation could add value or reduce inefficiency
deep expertisesocial element
4%AD
16%
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AI tools for this role
Tools relevant to the most automatable tasks in this profession.
