Distribution across 11 profiles.
Middle half of Director Of Customer Successs score between 23% and 27%.
0%
50%
100%
p10 · 22%
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 + screen0%
Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.
Computer + action54%
Computer input, real-world output — needs someone to act on it, not just software.
Fully in-person15%
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a Director Of Customer Success, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
TaskTimeTypeExposure
Respond to customer escalations, technical issues, and complaints; coordinate with product and support teams for resolution
some context neededsocial core
25%DA
20%
Conduct quarterly business reviews and strategic planning calls with key accounts to align on goals and showcase product value
some context neededsocial core
20%DA
12%
Onboard new customers: guide them through setup, training, best practices, and initial adoption milestones
deep expertisesocial core
14%DA
0%
Build and maintain relationships with C-suite and stakeholder contacts at major accounts through regular check-ins and strategic counsel
some context neededsocial core
14%AA
2%
Prepare and present performance reports, renewal forecasts, and KPI dashboards to executive leadership
13%DA
24%
Review customer health metrics, engagement data, and usage patterns to identify at-risk accounts and prioritize outreach
11%DD
62%
Analyze churn patterns, win/loss data, and customer feedback to identify trends and recommend product or process improvements
1%DD
60%
TaskTimeTypeExposure
Conduct quarterly business reviews and strategic planning calls with key accounts to align on goals and showcase product value
deep expertisesocial core
18%DA
4%
Respond to customer escalations, technical issues, and complaints; coordinate with product and support teams for resolution
social core
17%DA
14%
Prepare and present performance reports, renewal forecasts, and KPI dashboards to executive leadership
16%DA
22%
Review customer health metrics, engagement data, and usage patterns to identify at-risk accounts and prioritize outreach
16%DD
65%
Onboard new customers: guide them through setup, training, best practices, and initial adoption milestones
deep expertisesocial element
14%DA
8%
Analyze churn patterns, win/loss data, and customer feedback to identify trends and recommend product or process improvements
11%DD
55%
Build and maintain relationships with C-suite and stakeholder contacts at major accounts through regular check-ins and strategic counsel
deep expertisesocial core
5%AA
8%
TaskTimeTypeExposure
Review customer health metrics, engagement data, and usage patterns to identify at-risk accounts and prioritize outreach
27%DD
97%
Analyze churn patterns, win/loss data, and customer feedback to identify trends and recommend product or process improvements
18%DD
61%
Conduct quarterly business reviews and strategic planning calls with key accounts to align on goals and showcase product value
deep expertisesocial core
14%DA
10%
Build and maintain relationships with C-suite and stakeholder contacts at major accounts through regular check-ins and strategic counsel
deep expertisesocial core
13%AA
0%
Prepare and present performance reports, renewal forecasts, and KPI dashboards to executive leadership
11%DA
26%
Onboard new customers: guide them through setup, training, best practices, and initial adoption milestones
deep expertisesocial core
8%DA
4%
Respond to customer escalations, technical issues, and complaints; coordinate with product and support teams for resolution
6%DA
12%
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AI tools for this role
Tools relevant to the most automatable tasks in this profession.
