Short answer: 20 use cases, each with a goal, inputs, setup steps, a human check and agents to explore.

AI agent use-case library

Use cases by role

Weekly investor update draft

Founder

Collect metrics from your tools and draft a weekly update for review.

Lead research before calls

Sales

Research each prospect on the calendar and prepare a one-page brief.

Repurpose one post into five

Marketing

Turn a long article into social posts, newsletter blurb and thread drafts.

Candidate screening summary

Recruiting

Summarise inbound applications against a role scorecard.

Invoice intake and filing

Operations

Pick up invoices from email, extract fields and file them.

Monthly expense categorisation

Finance

Categorise transactions and flag anomalies for review.

Bug triage from feedback

Engineering

Group user feedback into issues with reproduction notes.

Competitor watch

Research

Track competitor sites and summarise changes weekly.

Use cases by industry

Product listing refresh

E-commerce

Rewrite listings and check prices against competitors.

Listing alert digest

Real estate

Watch listings that match criteria and send a daily digest.

Contract clause extraction

Legal

Pull key clauses from contracts into a comparison table.

Appointment reminder prep

Healthcare admin

Prepare reminder lists from schedules (no clinical decisions).

Lesson material prep

Education

Turn a syllabus into weekly reading lists and quizzes.

Interview to show notes

Media & content

Find clip-worthy moments and draft show notes from a transcript.

Use cases by life area

School email to daily plan

Family & household

Turn school emails and calendars into a daily family plan.

Trip planning and rebooking

Travel

Compare flights/hotels and keep an itinerary up to date.

Workout accountability

Health & fitness

Daily check-ins and streak tracking by text.

Subscription audit

Personal finance

Find recurring charges and list cancellation candidates.

Exam study schedule

Learning

Build a study plan and send reminders before exams.

Restaurant and appointment booking

Errands

Find and book restaurants or appointments within your constraints.

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