aicost.ai / Workload Catalog

Workload Catalog

Browse 427 AI workload patterns across 5 company sizes, 8 industries, 10 departments.
Showing 26 of 427 workflows · segment: enterprise · department: product, support, it-eng
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.
Tier-1 FAQ deflection chat
enterprise-education-tier-1-faq-deflection
enterprise education support inference retrieval agentic evaluation Answer high-volume product/service questions from knowledge base; escalate ambiguous or sentiment-negative threads to humans.
Ticket triage + routing
enterprise-financial-ticket-triage-routing
enterprise financial support inference retrieval agentic evaluation Classify incoming tickets by topic + urgency + sentiment, suggest macros, route to right team, surface duplicates.
Tier-1 FAQ deflection chat
enterprise-financial-tier-1-faq-deflection
enterprise financial support inference retrieval agentic evaluation Answer high-volume product/service questions from knowledge base; escalate ambiguous or sentiment-negative threads to humans.
Voice customer support agent
enterprise-financial-voice-customer-support-agent
enterprise financial support inference retrieval voice agentic evaluation Phone-based tier-1 support: account lookup, common-issue resolution, transfer to human with context for complex cases.
Code review + PR description assist
enterprise-general-code-review-assistant
enterprise general it-eng inference retrieval agentic evaluation Surface logic issues, style violations, missing tests; suggest PR description from diff; flag security-sensitive changes.
Customer feedback + NPS synthesis
enterprise-general-customer-feedback-synthesis
enterprise general product inference retrieval evaluation Cluster open-text feedback / NPS comments / support tickets; surface recurring themes; track theme trajectory over time.
DevOps runbook + incident assist
enterprise-general-devops-runbook-automation
enterprise general it-eng inference retrieval agentic evaluation Suggest first-step diagnostics from alert context, link to runbooks, draft incident-summary updates, post-mortem skeletons.
Internal knowledge / docs search
enterprise-general-internal-knowledge-search
enterprise general it-eng inference retrieval evaluation Semantic Q&A across Confluence/Notion/Slack/Drive: who owns what, how do we do X, where is policy on Y.
Internal IT helpdesk (tier-1)
enterprise-general-it-helpdesk-tier1
enterprise general it-eng inference retrieval agentic evaluation Password resets, software access, VPN troubleshooting, common-issue runbook execution; escalate hardware + security to humans.
PRD / spec drafting + review
enterprise-general-prd-spec-drafting
enterprise general product inference retrieval evaluation Generate first-draft PRDs from a problem statement, validate against template, surface inconsistencies + missing sections.
Ticket triage + routing
enterprise-general-ticket-triage-routing
enterprise general support inference retrieval agentic evaluation Classify incoming tickets by topic + urgency + sentiment, suggest macros, route to right team, surface duplicates.
Tier-1 FAQ deflection chat
enterprise-general-tier-1-faq-deflection
enterprise general support inference retrieval agentic evaluation Answer high-volume product/service questions from knowledge base; escalate ambiguous or sentiment-negative threads to humans.
Voice customer support agent
enterprise-general-voice-customer-support-agent
enterprise general support inference retrieval voice agentic evaluation Phone-based tier-1 support: account lookup, common-issue resolution, transfer to human with context for complex cases.
Ticket triage + routing
enterprise-healthcare-ticket-triage-routing
enterprise healthcare support inference retrieval agentic evaluation Classify incoming tickets by topic + urgency + sentiment, suggest macros, route to right team, surface duplicates.
Voice customer support agent
enterprise-healthcare-voice-customer-support-agent
enterprise healthcare support inference retrieval voice agentic evaluation Phone-based tier-1 support: account lookup, common-issue resolution, transfer to human with context for complex cases.
Voice customer support agent
enterprise-home-services-voice-customer-support-agent
enterprise home-services support inference retrieval voice agentic evaluation Phone-based tier-1 support: account lookup, common-issue resolution, transfer to human with context for complex cases.
Hospital discharge follow-up calls
enterprise-hospital-discharge-followup
enterprise healthcare support hospital inference retrieval voice agentic evaluation Post-discharge wellness calls, medication reconciliation Q&A, escalate readmission-risk symptoms to care navigator.
Insurance FNOL (first-notice-of-loss) intake
enterprise-insurance-claims-fnol
enterprise financial support insurance inference retrieval voice agentic multimodal evaluation Voice + web FNOL: capture incident facts, photo upload, severity score, route adjuster, instant rental + glass coordination.
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.
Tier-1 FAQ deflection chat
enterprise-prof-services-tier-1-faq-deflection
enterprise prof-services support inference retrieval agentic evaluation Answer high-volume product/service questions from knowledge base; escalate ambiguous or sentiment-negative threads to humans.
Customer feedback + NPS synthesis
enterprise-retail-customer-feedback-synthesis
enterprise retail product inference retrieval evaluation Cluster open-text feedback / NPS comments / support tickets; surface recurring themes; track theme trajectory over time.
Ticket triage + routing
enterprise-retail-ticket-triage-routing
enterprise retail support inference retrieval agentic evaluation Classify incoming tickets by topic + urgency + sentiment, suggest macros, route to right team, surface duplicates.
Tier-1 FAQ deflection chat
enterprise-retail-tier-1-faq-deflection
enterprise retail support inference retrieval agentic evaluation Answer high-volume product/service questions from knowledge base; escalate ambiguous or sentiment-negative threads to humans.
Voice customer support agent
enterprise-retail-voice-customer-support-agent
enterprise retail support inference retrieval voice agentic evaluation Phone-based tier-1 support: account lookup, common-issue resolution, transfer to human with context for complex cases.
Telecom tier-1 service deflection
enterprise-telecom-tier1-deflection
enterprise general support telecom inference retrieval voice agentic evaluation Outage status, billing inquiry, plan changes, service activation; complex tech issues route to specialist.