aicost.ai / Workload Catalog

Workload Catalog

Browse 427 AI workload patterns across 5 company sizes, 8 industries, 10 departments.
Showing 32 of 427 workflows · segment: enterprise · department: marketing, support
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
Email nurture + drip sequences
Segment-aware drip drafting, subject-line A/B tests, send-time optimization, suppression logic for engaged buyers.
enterprise education marketing
inference retrieval agentic evaluation
Tier-1 FAQ deflection chat
Answer high-volume product/service questions from knowledge base; escalate ambiguous or sentiment-negative threads to humans.
enterprise education support
inference retrieval agentic evaluation
Ticket triage + routing
Classify incoming tickets by topic + urgency + sentiment, suggest macros, route to right team, surface duplicates.
enterprise financial support
inference retrieval agentic evaluation
Tier-1 FAQ deflection chat
Answer high-volume product/service questions from knowledge base; escalate ambiguous or sentiment-negative threads to humans.
enterprise financial support
inference retrieval agentic evaluation
Voice customer support agent
Phone-based tier-1 support: account lookup, common-issue resolution, transfer to human with context for complex cases.
enterprise financial support
inference retrieval voice agentic evaluation
Email nurture + drip sequences
Segment-aware drip drafting, subject-line A/B tests, send-time optimization, suppression logic for engaged buyers.
enterprise general marketing
inference retrieval agentic evaluation
Product listing + description generation
On-brand product copy from spec sheets, marketplace optimization (Amazon/eBay), SEO titles, alt text, structured attributes.
enterprise general marketing
inference multimodal agentic evaluation
Review response + reputation management
Monitor Google/Yelp/industry-specific review sites; draft on-brand responses; escalate complaints to ops; track NPS sentiment.
enterprise general marketing
inference retrieval evaluation
Ticket triage + routing
Classify incoming tickets by topic + urgency + sentiment, suggest macros, route to right team, surface duplicates.
enterprise general support
inference retrieval agentic evaluation
Tier-1 FAQ deflection chat
Answer high-volume product/service questions from knowledge base; escalate ambiguous or sentiment-negative threads to humans.
enterprise general support
inference retrieval agentic evaluation
Voice customer support agent
Phone-based tier-1 support: account lookup, common-issue resolution, transfer to human with context for complex cases.
enterprise general support
inference retrieval voice agentic evaluation
Review response + reputation management
Monitor Google/Yelp/industry-specific review sites; draft on-brand responses; escalate complaints to ops; track NPS sentiment.
enterprise healthcare marketing
inference retrieval evaluation
Ticket triage + routing
Classify incoming tickets by topic + urgency + sentiment, suggest macros, route to right team, surface duplicates.
enterprise healthcare support
inference retrieval agentic evaluation
Voice customer support agent
Phone-based tier-1 support: account lookup, common-issue resolution, transfer to human with context for complex cases.
enterprise healthcare support
inference retrieval voice agentic evaluation
Review response + reputation management
Monitor Google/Yelp/industry-specific review sites; draft on-brand responses; escalate complaints to ops; track NPS sentiment.
enterprise home-services marketing
inference retrieval evaluation
Voice customer support agent
Phone-based tier-1 support: account lookup, common-issue resolution, transfer to human with context for complex cases.
enterprise home-services support
inference retrieval voice agentic evaluation
Hospital discharge follow-up calls
Post-discharge wellness calls, medication reconciliation Q&A, escalate readmission-risk symptoms to care navigator.
enterprise healthcare support hospital
inference retrieval voice agentic evaluation
Insurance FNOL (first-notice-of-loss) intake
Voice + web FNOL: capture incident facts, photo upload, severity score, route adjuster, instant rental + glass coordination.
enterprise financial support insurance
inference retrieval voice agentic 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
Email nurture + drip sequences
Segment-aware drip drafting, subject-line A/B tests, send-time optimization, suppression logic for engaged buyers.
enterprise prof-services marketing
inference retrieval agentic evaluation
Review response + reputation management
Monitor Google/Yelp/industry-specific review sites; draft on-brand responses; escalate complaints to ops; track NPS sentiment.
enterprise prof-services marketing
inference retrieval evaluation
Tier-1 FAQ deflection chat
Answer high-volume product/service questions from knowledge base; escalate ambiguous or sentiment-negative threads to humans.
enterprise prof-services support
inference retrieval agentic evaluation
Review response + reputation management
Monitor Google/Yelp/industry-specific review sites; draft on-brand responses; escalate complaints to ops; track NPS sentiment.
enterprise restaurant marketing
inference retrieval evaluation
Email nurture + drip sequences
Segment-aware drip drafting, subject-line A/B tests, send-time optimization, suppression logic for engaged buyers.
enterprise retail marketing
inference retrieval agentic evaluation
Retail personalization + recommendations
Per-customer product recs across email, web, app; dynamic merchandising; lifecycle stage messaging.
enterprise retail marketing general
inference retrieval multimodal agentic evaluation
Product listing + description generation
On-brand product copy from spec sheets, marketplace optimization (Amazon/eBay), SEO titles, alt text, structured attributes.
enterprise retail marketing
inference multimodal agentic evaluation
Review response + reputation management
Monitor Google/Yelp/industry-specific review sites; draft on-brand responses; escalate complaints to ops; track NPS sentiment.
enterprise retail marketing
inference retrieval evaluation
Ticket triage + routing
Classify incoming tickets by topic + urgency + sentiment, suggest macros, route to right team, surface duplicates.
enterprise retail support
inference retrieval agentic evaluation
Tier-1 FAQ deflection chat
Answer high-volume product/service questions from knowledge base; escalate ambiguous or sentiment-negative threads to humans.
enterprise retail support
inference retrieval agentic evaluation
Voice customer support agent
Phone-based tier-1 support: account lookup, common-issue resolution, transfer to human with context for complex cases.
enterprise retail support
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