aicost.ai / Workload Catalog

Workload Catalog

Browse 427 AI workload patterns across 5 company sizes, 8 industries, 10 departments.
Showing 23 of 427 workflows · department: it-eng, hr
ID / Name Triplet Vertical Capabilities Description
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.
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.
New hire onboarding helper
enterprise-general-employee-onboarding-helper
enterprise general hr inference retrieval agentic evaluation Personalized onboarding flow: paperwork checklist, system access tracking, intro emails, first-week schedule, FAQ on benefits.
HR policy + benefits helpdesk
enterprise-general-hr-policy-helpdesk
enterprise general hr inference retrieval agentic evaluation Answer employee policy questions (PTO, expenses, benefits enrollment) from internal handbook; route sensitive issues to HRBP.
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.
Job description + posting drafts
enterprise-general-job-description-writing
enterprise general hr inference evaluation On-brand JD drafts from a role-skills checklist, posts tailored per platform (LinkedIn/Indeed/Glassdoor), inclusive language pass.
Performance review drafting assist
enterprise-general-performance-review-drafts
enterprise general hr inference retrieval evaluation Manager pastes notes + 1:1 history; AI drafts review covering accomplishments, growth areas, calibrated language.
Resume screening + shortlist
enterprise-general-resume-screening-shortlist
enterprise general hr inference retrieval multimodal evaluation Score resumes against role rubric, surface top candidates with reasoning, draft first-touch outreach to schedule screen calls.
Code review + PR description assist
mid-market-general-code-review-assistant
mid-market general it-eng inference retrieval agentic evaluation Surface logic issues, style violations, missing tests; suggest PR description from diff; flag security-sensitive changes.
DevOps runbook + incident assist
mid-market-general-devops-runbook-automation
mid-market general it-eng inference retrieval agentic evaluation Suggest first-step diagnostics from alert context, link to runbooks, draft incident-summary updates, post-mortem skeletons.
New hire onboarding helper
mid-market-general-employee-onboarding-helper
mid-market general hr inference retrieval agentic evaluation Personalized onboarding flow: paperwork checklist, system access tracking, intro emails, first-week schedule, FAQ on benefits.
HR policy + benefits helpdesk
mid-market-general-hr-policy-helpdesk
mid-market general hr inference retrieval agentic evaluation Answer employee policy questions (PTO, expenses, benefits enrollment) from internal handbook; route sensitive issues to HRBP.
Internal knowledge / docs search
mid-market-general-internal-knowledge-search
mid-market 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)
mid-market-general-it-helpdesk-tier1
mid-market general it-eng inference retrieval agentic evaluation Password resets, software access, VPN troubleshooting, common-issue runbook execution; escalate hardware + security to humans.
Job description + posting drafts
mid-market-general-job-description-writing
mid-market general hr inference evaluation On-brand JD drafts from a role-skills checklist, posts tailored per platform (LinkedIn/Indeed/Glassdoor), inclusive language pass.
Performance review drafting assist
mid-market-general-performance-review-drafts
mid-market general hr inference retrieval evaluation Manager pastes notes + 1:1 history; AI drafts review covering accomplishments, growth areas, calibrated language.
Resume screening + shortlist
mid-market-general-resume-screening-shortlist
mid-market general hr inference retrieval multimodal evaluation Score resumes against role rubric, surface top candidates with reasoning, draft first-touch outreach to schedule screen calls.
Code review + PR description assist
smb-general-code-review-assistant
smb general it-eng inference retrieval agentic evaluation Surface logic issues, style violations, missing tests; suggest PR description from diff; flag security-sensitive changes.
New hire onboarding helper
smb-general-employee-onboarding-helper
smb general hr inference retrieval agentic evaluation Personalized onboarding flow: paperwork checklist, system access tracking, intro emails, first-week schedule, FAQ on benefits.
Job description + posting drafts
smb-general-job-description-writing
smb general hr inference evaluation On-brand JD drafts from a role-skills checklist, posts tailored per platform (LinkedIn/Indeed/Glassdoor), inclusive language pass.
Resume screening + shortlist
smb-general-resume-screening-shortlist
smb general hr inference retrieval multimodal evaluation Score resumes against role rubric, surface top candidates with reasoning, draft first-touch outreach to schedule screen calls.
Job description + posting drafts
solopreneur-general-job-description-writing
solopreneur general hr inference evaluation On-brand JD drafts from a role-skills checklist, posts tailored per platform (LinkedIn/Indeed/Glassdoor), inclusive language pass.