Demo · illustrative
What is safe to hand to AI—and what stays human?
The Daily Work Audit turns one real week into a task-by-task answer: automate now, revisit later, or keep human on purpose.
The framework
How much human involvement do you want?
AI runs it end to end.
AI produces; a person approves.
AI and human iterate.
AI assists the person.
The human is the point.
Desired involvement × current AI capability
You want it automated and AI is capable now.
You want leverage, but capability needs work.
AI could help, but the human contribution is deliberate.
AI is not capable and automation is not valuable.
Fictional composite
Daniel Reyes runs two businesses on a team of six.
CredentialCo is a certification product that other trainers license. Ascend Academy sells live cohort courses. Daniel first reports eleven recurring tasks totalling 51 hours a week.
The 34-hour line, split
| Cohort task | Hours | Desired HAS | AI capability | Zone |
|---|---|---|---|---|
| Live teaching and delivery | 14 | H5 | 2 | Keep human |
| Student Q&A between sessions | 7 | H2 | 4 | Green light |
| Grading and feedback | 7 | H3 | 3 | R&D |
| Onboarding, reminders and scheduling | 4 | H1 | 4 | Green light |
| Cohort announcements | 2 | H2 | 4 | Green light |
The three scores
A practical view of leverage and judgment.
A third of the week is ready to hand off today—review, Q&A, logistics and communications, not teaching or selling.
Green-light and R&D work combined: the total that may be automatable now or soon.
The share that remains human-led on purpose, just above the illustrative 20–40% reference range.
This week’s action list
Three bounded actions—not “automate everything.”
| Task | Approach | Deploy | Illustrative time reclaimed |
|---|---|---|---|
| Student Q&A | AI uses the course FAQ and escalates anything outside it. | Within 7 days | About 5 hours |
| Onboarding and scheduling | An approved welcome, calendar and reminder sequence. | Within 7 days | About 3.5 hours |
| Cohort announcements | AI drafts from cohort information; Daniel reviews before sending. | Within 7 days | About 1.5 hours |
The figures are part of the fictional composite, not measured client results.
The takeaway
The opportunity was hiding inside one vague calendar line.
The answer is not “automate teaching.” It is to preserve the work where the founder is the product, while removing the logistics, review and communications buried inside it.
This is what a Business Opportunity Audit produces for a founder’s own week: a task-by-task answer to what is safe to hand off and what is not.
View the Business Opportunity Audit on the website →