AI use cases by department, scored by ease, impact, and risk.

Each one explains the possible result, what it would need and what stays human. Find one worth pursuing, then learn to build it or have our team build it with yours.

26 use cases across 7 departments · See every score

Every use case and its scores

Scores run from 1 to 5. Ease and impact: higher is better. Risk: higher means more care and human review.

Sorted by impact, then ease. Select a column heading to sort by it.

All AI use cases with their ease, impact and risk scores out of 5
Prep renewals and spot upsell openingsSales
4/5
5/5
3/5
Qualify and route inbound leadsSales
4/5
5/5
3/5
Reconcile accounts faster at closeFinance & Accounting
4/5
5/5
3/5
Inbox triage and drafted repliesExecutive Assistant
3/5
5/5
3/5
Job descriptions and structured interview kitsHR & People
5/5
4/5
2/5
Meeting notes to action items and ticketsOperations
5/5
4/5
2/5
Repurpose long-form content into multi-channel assetsMarketing
5/5
4/5
2/5
Calendar triage and schedulingExecutive Assistant
4/5
4/5
2/5
CRM hygiene and weekly pipeline summariesSales
4/5
4/5
2/5
Data-driven SEO and GEO content briefs and draftsMarketing
4/5
4/5
2/5
Executive briefings from many sourcesOperations
4/5
4/5
2/5
Keep competitive battlecards currentSales
4/5
4/5
2/5
Expense categorization and anomaly flagsFinance & Accounting
4/5
4/5
3/5
Month-end variance commentary and board-pack draftsFinance & Accounting
4/5
4/5
3/5
Onboarding docs and a policy Q&A botHR & People
4/5
4/5
3/5
Build an internal support knowledge agentCustomer Support
3/5
4/5
2/5
Plain-English answers from your own numbersExecutive Assistant
3/5
4/5
2/5
Draft and review journal entriesFinance & Accounting
3/5
4/5
3/5
Draft and triage support replies from your knowledge baseCustomer Support
3/5
4/5
3/5
Financial scenario and model buildingFinance & Accounting
3/5
4/5
3/5
Pre-call account research and personalized outreachSales
3/5
4/5
3/5
Resume-screening assist and structured scorecardsHR & People
3/5
4/5
4/5
SOP generation and upkeepOperations
5/5
3/5
2/5
Ticket-trend analysis and macro suggestionsCustomer Support
4/5
3/5
2/5
Competitive and market landscape digestsMarketing
3/5
3/5
2/5
Travel planning and itinerariesExecutive Assistant
3/5
3/5
2/5

How we score. Scored by our team as a general guide. Your tools, information and policies can change the picture.

Found one worth pursuing?

Both start with your real work, and both are led by our team. The difference is who ends up operating the result.

Learn to build it

Executive AI Coaching

Choose coaching when the work is yours.

You personally run the work, and you want the capability in your own hands.

See coaching →

Have it built

Embedded AI Delivery

Choose delivery when the work belongs to a team.

The workflow runs across several people, and you want a working system your team operates and owns.

See embedded delivery →

Find the outcome worth pursuing.

Bring the result you want—or borrow one from the library. We'll tell you what appears possible, what it would require, and whether coaching or embedded delivery is the right way to get there.