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: creator, pt, banking, youtuber, full-service, plumbing
Creator community engagement + replies
Monitor comments/DMs across platforms, draft on-brand replies, surface sentiment, escalate negative threads.
creator general support creator
inference retrieval agentic evaluation
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
Bank fraud alert triage + member outreach
Outbound voice + push verification on suspicious transactions, freeze/unfreeze on member confirm, route confirmed fraud to investigations.
enterprise financial support banking
inference retrieval voice agentic evaluation
Plumbing quote follow-up + close
Auto follow-up on outstanding quotes, surface customer questions, offer financing where allowed, escalate hot leads.
smb home-services sales plumbing
inference retrieval agentic voice evaluation
PT progress notes + plan-of-care updates
Draft progress notes from session inputs, update plan of care, flag patients needing physician sign-off for continued auth.
smb healthcare operations pt
inference retrieval voice 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