Average realistic automation risk across all Innovation Management & External Relations profiles in the dataset.
Raw potential
53%
Realistic risk
32%
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 Management & External Relationss score between 31% and 37%.
0%
50%
100%
p10 · 23%
38% · p90
Task breakdown by work type
On-screen work53%
Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.
In-person + screen3%
Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.
Computer + action0%
Computer input, real-world output — needs someone to act on it, not just software.
Fully in-person44%
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a Innovation Management & External Relations, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
TaskTimeTypeExposure
Building and maintaining relationships with external partners such as universities, research institutions, startups, and industry experts through networking events, meetings, and collaborations
deep expertisesocial core
44%AA
0%
Scouting and identifying emerging technologies or startups relevant to the organization's innovation goals, often through online research, databases, and industry reports
18%DD
62%
Creating reports, presentations, and communications (e.g., newsletters, blog posts) to share updates on innovation initiatives with stakeholders, leadership, and external audiences
13%DD
42%
Organizing and hosting innovation workshops, hackathons, or ideation sessions with internal teams and external partners to generate new ideas or solve specific challenges
deep expertisesocial core
12%AA
1%
Developing and managing innovation pipelines, including tracking progress of projects, coordinating between teams, and ensuring alignment with strategic goals
7%DD
48%
Facilitating partnerships or collaborations with external organizations, including negotiating agreements, defining project scopes, and managing joint initiatives
deep expertisesocial core
1%AA
2%
Monitoring industry trends, competitor activities, and regulatory changes to inform the organization's innovation strategy and external positioning
1%DD
45%
TaskTimeTypeExposure
Building and maintaining relationships with external partners such as universities, research institutions, startups, and industry experts through networking events, meetings, and collaborations
deep expertisesocial core
22%AA
0%
Creating reports, presentations, and communications (e.g., newsletters, blog posts) to share updates on innovation initiatives with stakeholders, leadership, and external audiences
22%DD
52%
Scouting and identifying emerging technologies or startups relevant to the organization's innovation goals, often through online research, databases, and industry reports
18%DD
60%
Organizing and hosting innovation workshops, hackathons, or ideation sessions with internal teams and external partners to generate new ideas or solve specific challenges
some context neededsocial core
14%AA
9%
Monitoring industry trends, competitor activities, and regulatory changes to inform the organization's innovation strategy and external positioning
9%DD
65%
Developing and managing innovation pipelines, including tracking progress of projects, coordinating between teams, and ensuring alignment with strategic goals
7%DD
52%
Facilitating partnerships or collaborations with external organizations, including negotiating agreements, defining project scopes, and managing joint initiatives
deep expertisesocial core
5%AA
0%
TaskTimeTypeExposure
Monitoring industry trends, competitor activities, and regulatory changes to inform the organization's innovation strategy and external positioning
24%DD
61%
Building and maintaining relationships with external partners such as universities, research institutions, startups, and industry experts through networking events, meetings, and collaborations
some context neededsocial core
20%AA
7%
Scouting and identifying emerging technologies or startups relevant to the organization's innovation goals, often through online research, databases, and industry reports
deep expertise
14%DD
40%
Creating reports, presentations, and communications (e.g., newsletters, blog posts) to share updates on innovation initiatives with stakeholders, leadership, and external audiences
13%DD
55%
Developing and managing innovation pipelines, including tracking progress of projects, coordinating between teams, and ensuring alignment with strategic goals
13%DD
58%
Organizing and hosting innovation workshops, hackathons, or ideation sessions with internal teams and external partners to generate new ideas or solve specific challenges
deep expertisesocial core
12%AA
4%
Facilitating partnerships or collaborations with external organizations, including negotiating agreements, defining project scopes, and managing joint initiatives
deep expertisesocial core
0%AA
8%
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AI tools for this role
Tools relevant to the most automatable tasks in this profession.
