The library · 15 scenarios live
Where AI Pays
AI use cases that actually pay for themselves — by industry, by department, with the math shown. Every number is modeled from stated assumptions you can check and change.
Not sure where to start? Tell me about your business — I'll pull the scenarios that fit.
Leadership
1AI leadership briefing copilot
research · briefing · decision-support · market-intel
Sales
3AI-assisted quoting & estimation
quoting · rfq · turnaround · estimation
AI client intake & qualification
intake · qualification · response-time · lead-response
AI proposal & pitch drafting
proposals · win-rate · new-business · pitching
Marketing
3AI content repurposing
content · social · production · distribution
Automated review requests for local SEO
reviews · local-seo · referrals · reputation
Mass AI cold DM outreach
outbound · cold-outreach · brand-risk · prospecting · lead-generation
Operations
4Automated client reporting
reporting · account-management · nonbillable · client-reporting
AI dispatch & route optimization
routing · fuel · dispatch · scheduling · field-service
AI first-pass contract review
document-review · contracts · turnaround · risk-review
AI predictive maintenance
downtime · maintenance · capex · reliability
Customer Service
1AI receptionist that catches missed calls
missed-calls · after-hours · booking · lead-capture
Admin
1AI supplier & PO email triage
email · procurement · admin · inbox-triage · purchase-orders
Finance
1AI-drafted time-entry narratives
billing · time-capture · write-offs · timesheets · realisation
HR
1AI employee onboarding assistant
onboarding · knowledge · ramp-time · internal-helpdesk
Bundles
Scenarios that compound when they ship together.
The Manufacturer
Quote faster, keep the plant running, and clear the PO inbox — the three places AI pays back hardest on a shop floor.
- AI-assisted quoting & estimation— Manufacturing
- AI predictive maintenance— Manufacturing
- AI supplier & PO email triage— Manufacturing
The Home-Services Operator
Catch every missed call, route the trucks smarter, and turn finished jobs into reviews that win the next one.
- AI receptionist that catches missed calls— Home Services
- AI dispatch & route optimization— Home Services
- Automated review requests for local SEO— Home Services
The Law Firm
Qualify intake, speed the first pass on contracts, and stop leaving billable time on the table in the narratives.
- AI client intake & qualification— Legal Services
- AI first-pass contract review— Legal Services
- AI-drafted time-entry narratives— Legal Services
The Marketing Agency
Automate client reporting, draft proposals in minutes, and multiply every asset your team already made.
- Automated client reporting— Marketing & Advertising
- AI proposal & pitch drafting— Marketing & Advertising
- AI content repurposing— Marketing & Advertising
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