roles
Finance, Support, Engineering, Marketing, HR.
Anonymised example
Task-level AI exposure
for five roles.
Illustrative sample only. No company identifiers. CHF figures use mid-market Swiss rates.
Sample totals
CHF 412,400 illustrative time value across exposed tasks
Average task exposure 64 / 100. Full assessment maps your real task inventory, systems, and controls.
tasks scored
Five representative tasks per role.
exposure
Higher means more automatable today.
actions / role
Pilot, measure, govern.
Per-role detail
What the sample shows
Role A — Finance Analyst
Exposure 70 · CHF time-value estimate 111,300
- 78Compile recurring management packsHigh exposure to generative drafting with human review.
- 62Reconcile ledger exceptionsPartial assist; judgment remains with the controller.
- 71Draft variance commentaryStrong draft support once charts are prepared.
- 84Build ad-hoc Excel modelsFormula scaffolds and scenario tables accelerate work.
- 55Answer stakeholder data requestsRetrieval helps; trust and context stay human.
- Pilot generative drafting on the two highest-exposure tasks with human review.
- Instrument time saved for 30 days before expanding automation scope.
- Rewrite SOPs so AI-assisted steps keep an accountable human owner.
Role B — Customer Support Agent
Exposure 68 · CHF time-value estimate 64,300
- 81Triage inbound ticketsClassification models route routine queues quickly.
- 88Draft first-response repliesHighest exposure task in the sample set.
- 74Update knowledge-base articlesRewrite and summarise from resolved tickets.
- 28Escalate complex casesLow exposure; empathy and authority dominate.
- 69Log CRM notesStructured summarisation reduces after-call work.
- Bundle similar low-judgment tasks into one assisted workflow queue.
- Protect relationship-critical and judgment-heavy tasks from full automation.
- Set an audit sample rate for AI outputs before customer exposure.
Role C — Software Engineer
Exposure 56 · CHF time-value estimate 107,500
- 76Write boilerplate CRUD endpointsScaffolding accelerates delivery with review gates.
- 72Generate unit-test scaffoldsCoverage templates free senior review time.
- 64Summarise incident postmortemsNarrative drafts from logs and timelines.
- 48Review pull-request diffsAssistive only; ownership stays with reviewers.
- 18Pair on novel architectureLow exposure; design judgment leads.
- Pilot generative drafting on the two highest-exposure tasks with human review.
- Train the team on prompt libraries tied to existing templates.
- Map data-classification rules before connecting internal systems to models.
Role D — Marketing Manager
Exposure 66 · CHF time-value estimate 91,900
- 86Draft campaign copy variantsHigh throughput when brand rules are encoded.
- 82Repurpose webinar transcriptsStrong multi-format rewrite support.
- 58Segment email audiencesPartial assist; CRM truth remains human-owned.
- 34Brief agencies on brand voiceLower exposure; taste and accountability lead.
- 70Report weekly funnel metricsNarrative packs from dashboards speed reviews.
- Instrument time saved for 30 days before expanding automation scope.
- Rewrite SOPs so AI-assisted steps keep an accountable human owner.
- Set an audit sample rate for AI outputs before customer exposure.
Role E — People Operations Partner
Exposure 60 · CHF time-value estimate 75,800
- 79Screen CV keyword matchesHigh exposure with bias controls required.
- 73Draft offer-letter templatesTemplate filling with legal review.
- 67Summarise engagement surveysTheme extraction accelerates leadership packs.
- 61Schedule interview panelsCoordination assist; calendar ownership stays human.
- 22Advise on sensitive employee casesLow exposure; confidentiality and judgment dominate.
- Protect relationship-critical and judgment-heavy tasks from full automation.
- Map data-classification rules before connecting internal systems to models.
- Train the team on prompt libraries tied to existing templates.
Book the CHF 4,900 assessment
Fixed-price workforce AI exposure assessment. Stripe Checkout · test mode until live activation.