AI Workflow Templates

28 deterministic workflows that use LLMs as processing components—not orchestrators. These patterns handle low-cognition, high-repetition tasks where input variance justifies AI usage while maintaining predictable, auditable execution paths.

15-40 hrs/week potential savings9 categories

Sales(3)

WorkflowPlatformCognitionRepetitionTime Saved
Lead scoring and qualification automation
n8nLow-MediumHigh5-12 hours/week
Sales call transcript summarization
ZapierMediumHigh10-15 hours/week
Pre-meeting intelligence briefing
Zapier with AgentMediumHigh3-5 hours/week

Marketing(3)

WorkflowPlatformCognitionRepetitionTime Saved
Blog-to-social content repurposing
n8nLow-MediumHigh5-8 hours/week
Trending content auto-poster
n8nLowHigh (2x daily)8-10 hours/week
Marketing copy generation with quality gates
Vercel Durable WorkflowsMediumHigh20-40 hours/week

Customer Support(5)

WorkflowPlatformCognitionRepetitionTime Saved
Email classification and intelligent routing
ZapierLowHigh8-15 hours/week
Support ticket auto-response drafting
n8nMediumHigh5-10 hours/week
Sentiment-based priority escalation
ZapierLowHigh4-6 hours/week
Multi-channel AI support assistant
n8nMediumHigh15-20 hours/week
Daily ticket summary and theme analysis
n8nLowDaily2-3 hours/week

Human Resources(3)

WorkflowPlatformCognitionRepetitionTime Saved
Resume screening and candidate scoring
n8nMediumHigh10-15 hours/week
Bulk resume matching against job requirements
n8nMediumHigh8-12 hours per open position
Automated onboarding orchestration
Vercel Durable WorkflowsLowMedium2-3 hours per hire

Finance(3)

WorkflowPlatformCognitionRepetitionTime Saved
Invoice data extraction and processing
n8nLowHigh5-10 hours/week
Receipt categorization for expense management
ZapierLowHigh3-5 hours/week
Invoice processing with CRM opportunity creation
n8nLowHigh6-10 hours/week

Operations(4)

WorkflowPlatformCognitionRepetitionTime Saved
Meeting notes with action item extraction
n8nLowHigh5-8 hours/week
Slack channel weekly summary
n8nLowWeekly2-3 hours/week
Daily operations report generation
Vercel Durable WorkflowsLowDaily5-10 hours/week
Document summarization API
n8nLowMedium-High2-4 hours/week

IT / Engineering(3)

WorkflowPlatformCognitionRepetitionTime Saved
Code review parallel analysis
Vercel Durable WorkflowsMediumHigh10-25 hours/week
IT helpdesk ticket auto-resolution
Zapier with AgentMediumHigh10-20 hours/week
Incident status page messaging
ZapierLowMedium15-30 minutes per incident

Legal(2)

WorkflowPlatformCognitionRepetitionTime Saved
Contract clause extraction with human approval
Vercel Durable WorkflowsMediumMedium15-30 hours/month
Legal document review and risk analysis
Claude API (Custom)MediumMedium-High15-25 hours/week

Cross-Functional(2)

WorkflowPlatformCognitionRepetitionTime Saved
Customer feedback sentiment pipeline
n8n or ZapierLowHigh4-8 hours/week
Multi-language document translation
ZapierLowMedium-High2-4 hours per document

Platform Selection Guide

Workflow TypeBest PlatformWhy
Simple automations, 2-5 stepsZapierFastest setup, extensive app integrations, no-code
Complex branching, many appsn8nVisual builder, self-hostable, 500+ integrations
Long-running processes (days/weeks)Vercel WDKDurable execution, zero cost during pauses
High-volume processingClaude API Batch50% cost savings, async processing
Custom enterprise integrationsAny + Claude APIMaximum flexibility, tool use, structured outputs