aicost.ai / Workload Catalog

Workload Catalog

Browse 427 AI workload patterns across 5 company sizes, 8 industries, 10 departments.
Showing 17 of 427 workflows · segment: enterprise · department: marketing, it-eng
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
Code review + PR description assist
Surface logic issues, style violations, missing tests; suggest PR description from diff; flag security-sensitive changes.
enterprise general it-eng
inference retrieval agentic evaluation
DevOps runbook + incident assist
Suggest first-step diagnostics from alert context, link to runbooks, draft incident-summary updates, post-mortem skeletons.
enterprise general it-eng
inference retrieval 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
Internal knowledge / docs search
Semantic Q&A across Confluence/Notion/Slack/Drive: who owns what, how do we do X, where is policy on Y.
enterprise general it-eng
inference retrieval evaluation
Internal IT helpdesk (tier-1)
Password resets, software access, VPN troubleshooting, common-issue runbook execution; escalate hardware + security to humans.
enterprise general it-eng
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
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
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
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
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