aicost.ai / Workload Catalog

Workload Catalog

Browse 427 AI workload patterns across 5 company sizes, 8 industries, 10 departments.
Showing 9 of 427 workflows · vertical: optometry, general, youtuber, health-payer, podcaster
ID / Name Triplet Vertical Capabilities Description
Podcast show notes + chapter generation
creator-podcast-show-notes
creator general marketing podcaster inference voice multimodal evaluation Transcribe episodes, generate chapters with timestamps, draft show notes, quote-card extraction for social.
YouTube clip + Shorts generation
creator-youtube-clip-generation
creator general marketing youtuber inference voice multimodal evaluation Identify viral-worthy clips from long-form videos, auto-generate Shorts/TikTok/Reels with captions + hooks.
Enterprise incident communication coordinator
enterprise-incident-comms
enterprise general cross general inference retrieval agentic evaluation During major incidents: coordinate cross-team comms, draft customer-facing status, exec-summary updates, post-mortem skeleton.
Health payer claim status inquiry
enterprise-payer-claim-status
enterprise healthcare support health-payer inference retrieval voice agentic evaluation Member-portal + voice claim status, EOB explanation, denial-reason walkthrough, appeal initiation guidance.
Retail personalization + recommendations
enterprise-retail-personalization
enterprise retail marketing general inference retrieval multimodal agentic evaluation Per-customer product recs across email, web, app; dynamic merchandising; lifecycle stage messaging.
Enterprise vendor onboarding + risk assessment
enterprise-vendor-onboarding
enterprise general legal general inference retrieval agentic evaluation Coordinate security review, contract paper-signing, data flow mapping, ongoing risk monitoring, annual reattestation.
Optometry frame selection + Rx upload
smb-optometry-frame-selection
smb healthcare sales optometry inference multimodal retrieval evaluation Help patients pick frames from inventory using face shape + budget + insurance allowance; capture Rx for lab order.
Retail cart abandonment recovery
smb-retail-cart-recovery
smb retail marketing general inference retrieval agentic evaluation Personalized cart recovery sequences (email + SMS) with dynamic offers based on basket value + customer LTV.
Retail returns + exchange processing
smb-retail-returns-processing
smb retail support general inference retrieval agentic evaluation Validate return eligibility, generate label, suggest exchanges over refunds, surface fraud patterns.