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: optometry, banking, dental, full-service
ID / Name Triplet Vertical Capabilities Description
Bank fraud alert triage + member outreach
enterprise-bank-fraud-alert-triage
enterprise financial support banking inference retrieval voice agentic evaluation Outbound voice + push verification on suspicious transactions, freeze/unfreeze on member confirm, route confirmed fraud to investigations.
Dental insurance verification
smb-dental-insurance-verification
smb healthcare operations dental inference retrieval agentic evaluation Pre-visit: pull eligibility, benefits, max remaining; flag pre-auth needed; calculate patient out-of-pocket.
Dental recall + dormant patient reactivation
smb-dental-recall-reactivation
smb healthcare marketing dental inference retrieval agentic voice evaluation Identify patients overdue for cleaning/check-up; multi-channel personalized recall; rebook from dormant list.
Dental treatment plan explainer
smb-dental-treatment-plan-explainer
smb healthcare operations dental inference retrieval voice multimodal evaluation Explain proposed treatment in plain language with cost breakdown + payment options; answer common questions about procedures.
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.
Restaurant food cost + waste analysis
smb-restaurant-food-cost-variance
smb restaurant finance full-service inference retrieval evaluation Daily food cost reconciliation, recipe-cost vs actual variance, waste pattern detection, theoretical-vs-actual reporting.
Restaurant phone reservations
smb-restaurant-phone-reservations
smb restaurant operations full-service inference voice agentic evaluation Voice agent takes reservations during prep/service; checks seating availability; sends SMS confirmation; flags VIPs.