aicost.ai / Workload Catalog

Workload Catalog

Browse 427 AI workload patterns across 5 company sizes, 8 industries, 10 departments.
Showing 7 of 427 workflows · vertical: landscaping, health-payer, k12, telecom, youtuber, full-service
YouTube clip + Shorts generation
Identify viral-worthy clips from long-form videos, auto-generate Shorts/TikTok/Reels with captions + hooks.
creator general marketing youtuber
inference voice multimodal evaluation
Health payer claim status inquiry
Member-portal + voice claim status, EOB explanation, denial-reason walkthrough, appeal initiation guidance.
enterprise healthcare support health-payer
inference retrieval voice agentic evaluation
Telecom tier-1 service deflection
Outage status, billing inquiry, plan changes, service activation; complex tech issues route to specialist.
enterprise general support telecom
inference retrieval voice agentic evaluation
K-12 parent communications + attendance
Translate-and-personalize school comms in family language, handle attendance reporting, conference scheduling.
smb education support k12
inference retrieval agentic voice evaluation
Landscaping seasonal customer outreach
Predictive seasonal outreach (spring cleanup, fall leaf removal, snow contracts), upsell maintenance plans, referral asks.
smb home-services marketing landscaping
inference retrieval agentic evaluation
Restaurant food cost + waste analysis
Daily food cost reconciliation, recipe-cost vs actual variance, waste pattern detection, theoretical-vs-actual reporting.
smb restaurant finance full-service
inference retrieval evaluation
Restaurant phone reservations
Voice agent takes reservations during prep/service; checks seating availability; sends SMS confirmation; flags VIPs.
smb restaurant operations full-service
inference voice agentic evaluation