The 2026 AI Workflow Map: Every Job Title, Every Use Case.

Use cases

• Competitor Price Tracking
• Analyzing Consumer Trends
• SEO Keyword Mapping
• Generating Ad Copy with Citations
• Monitoring Brand Sentiment

Use cases

• Brand Voice Alignment
• Multi-Channel Campaign Planning
• Social Media Content Calendars
• Customer Persona Development
• Ad Copy Variation Testing

Use cases

• Campaign Brief Drafting
• Analyzing Market Trends
• Social Media Copy Generation
• Customer Sentiment Analysis
• Presentation Deck Structuring

Use cases

• Generating Social Media Hooks
• Scripting Short-Form Videos
• Optimizing Headlines for SEO
• Analyzing Competitor Web Content
• Repurposing Articles into Posts

Use cases

• Automated Video Short Creation
• YouTube Thumbnail Generation
• Instagram Story Layout Automation
• Blog Post Visual Summaries
• Podcast Cover Art Ideation

Use cases

• Generating YouTube Thumbnails
• Creating Custom Stickers and Emojis
• Restyling Images for Artistic Feeds
• Crafting Animated Social Announcements
• Enhancing Photos with Generative Erase

Use cases

• Market Size Analysis
• Fundraising Due Diligence
• Pitch Deck Fact Verification
• Operational Efficiency Research
• Product Roadmap Validation

Use cases

• Investor Pitch Refinement
• Competitive Landscape Analysis
• Product Requirement Docs (PRDs)
• Hiring & JD Automation
• Business Model Stress Testing

Use cases

• Pitch Deck Outline Creation
• Market & Competitor Research
• Investor Update Drafting
• Business Strategy Brainstorming
• Automated Email Prioritization

Use cases

• Lesson Plan Automation
• Student Feedback Drafting
• Educational Content Simplification
• Quiz & Assessment Generation
• Administrative Task Summarization

Use cases

• Instant Lesson Plan Presentations
• Educational Infographic Creation
• Classroom Poster Generation
• Student Activity Template Design
• Parent Newsletter Layouts

Use cases

• Designing Engaging Classroom Posters
• Creating Visual Aids for Lesson Plans
• Generating Infographics for Students
• Crafting Personalized Award Certificates
• Summarizing Educational Topics Visually

Use cases

• Delivering High-Quality Video Ads to Clients in Under 24h
• Managing Bulk Video Production for Diverse Brands
• Offering Real-Time Video Restyling as a Service
• Centralizing Creative Workflows on a Single Platform
• Leveraging API for Custom Enterprise Video Solutions

Use cases

• Automating the Refresh of Hundreds of Client Ad Creatives
• Using AI Agent Assistance to Optimize Video Targeting
• Standardizing High-Fidelity Video Assets Across Global Markets
• Providing Rapid Creative Prototyping for Client Approval
• Leveraging Amazon Marketing Cloud for Performance Attribution

Use cases

• Delivering High-Volume Video Ads to Multiple Clients Weekly
• Standardizing High-Fidelity Visuals Across Brand Portfolios
• Using White-Label Digital Twins for Client Spokespeople
• Automating the Inspiration-to-Production Workflow
• Managing Collaborative Creative Projects with Team Seats

Use cases

• Debugging Code with Live Docs
• Finding API Documentation
• Generating Scripts from Web Data
• Tech Stack Comparison
• Writing Technical Proposals

Use cases

• Full-Repo Code Analysis
• Debugging Complex Logic
• Writing Unit Tests
• Architectural Design Brainstorming
• Legacy Code Documentation

Use cases

• Upgrading Legacy Java Apps
• Debugging AWS Infrastructure
• Generating Unit Tests
• Writing Cloud-Native Code
• Refactoring Monolithic Apps

Use cases

• Sending Personalized Video Messages to Prospects
• Using Interactive Avatars for Real-Time Product Demos
• Translating Pitches to Match the Prospect's Local Language
• Automating Follow-Up Videos via CRM Integrations
• Maintaining Human Presence in Digital Sales Funnels

Use cases

• Sending Personalized Video Pitches to Key Prospects
• Using Interactive Avatars for 24/7 On-Demand Product Demos
• Localizing Outreach to Match Prospect Native Languages
• Integrating Video Messages Directly into CRM Workflows
• Creating Personalized Renewal Reminders for Clients

Use cases

• Automating Personalized Outreach Based On Prospect Intent
• Enriching Cold Leads With Real Time Company Research
• Managing Automated Follow Up Sequences Across Email And Linkedin

Use cases

• Coordinating Automated Creative Production Schedules
• Aligning AI Output With Quarterly Strategic Goals
• Managing Cross Departmental Content Requests Via Agents
• Tracking Content Performance And Optimizing Briefs

Use cases

• Content ROI Planning
• Editorial Workflow Acceleration
• Brand Authority Governance
• Campaign Topic Discovery

Use cases

• Automated Journey Mapping
• Email Campaign Orchestration
• Real-time Interaction Analysis
• Multi-channel Syncing

Use cases

• Complex Excel Formula Generation
• Data Trend Visualization
• Natural Language Data Querying
• Cleaning Messy Datasets
• Insight Extraction from Spreadsheets

Use cases

• Natural Language to QuickSight
• Analyzing AWS Cost Reports
• Querying Enterprise Data Sources
• Extracting Insights from S3
• Automating Business Reporting

Use cases

• Predictive Lead Scoring
• Marketing Attribution Modeling
• Customer Churn Forecasting
• A/B Test Analysis

Use cases

• Build Prospect Lists
• Launch Sequences
• Track Engagement
• Execute Warm Calls

Use cases

• Real-Time Visitor Alerts
• Automated LinkedIn Outreach
• Personalized Site Chat
• Intent Signal Scoring

Use cases

• Find Direct Dials
• Trigger-Based Engagement
• Automated Outreach Sequences
• Prospect Prioritization

Use cases

• Automated Invoice Processing
• Support Agent Coaching
• Knowledge Base Enrichment
• Personalized Support Replies

Use cases

• CRM Data Sync
• Lead Source Attribution
• Workflow Automation
• Data Hosting Optimization

Use cases

• Database Cleansing
• Lead Routing Automation
• Data Deduplication
• Technographic Segmentation

Use cases

• Vetting Different Open-Source Models for Business Viability
• Using Hugging Face Enterprise Hub to Securely Manage Internal AI
• Generating Rapid Prototypes to Demonstrate Value to Stakeholders
• Tracking Community Trends to Guide Product AI Strategy
• Ensuring Regulatory Compliance with Model Card Documentation

Use cases

• Onboarding Funnel Optimization
• Feature Adoption Tracking
• Impact Analysis of Releases
• Hypotheses Validation via Replays

Use cases

• Feature Feedback Synthesis
• Bug Report Discovery
• Competitor Feature Gap Analysis
• Unboxing and Review Monitoring

Use cases

• Using AdMax to Find and Replicate Winning Competitor Ads
• Running Automated A/B Tests on Meta and TikTok
• Analyzing Creative Performance via Integrated Smart Reports
• Batch Producing 100+ Ad Variants in a Single Session
• Optimizing Video Scripts Based on High-Performance Templates

Use cases

• Running Rapid Creative Experiments Across GTM Channels
• Building Automated Lead Scoring And Routing Workflows
• Scaling Content Distribution Via Automated Repurposing

Use cases

• Cohort Retention Analysis
• LTV by Acquisition Channel
• Automated Churn Risk Alerts
• Conversion Path Attribution

Use cases

• Deploying Video Agents to Answer Customer FAQs
• Creating Multilingual How-To Video Libraries
• Generating Personalized Onboarding Welcome Videos
• Transforming Help Center Articles into Short Clips
• Integrating Video Walkthroughs into Support Tickets

Use cases

• Account Health Scoring
• Proactive Outreach Triggers
• Power User Identification
• Feature Adoption Gap Analysis

Use cases

• Track Champion Departures
• Identify Upsell Signals
• Monitor Expansion Hiring
• Reactivate Accounts

Use cases

• Generating Vector Icons and Logos
• Extending Image Canvases Seamlessly
• Matching Visual Styles to Brand Assets
• Creating Complex Text Effects
• Batch Editing Thousands of Assets

Use cases

• Generating Accurate Text Within Logos
• Blending Multiple Stock Images Seamlessly
• Maintaining Character Consistency for Campaigns
• Upscaling Concepts to 4K Resolution
• Refining Visuals via Conversational Prompts

Use cases

• AI Enhanced Image Upscaling
• Custom Texture Generation
• Visual Brand Style Exploration
• Social Media Asset Production

Use cases

• Automated Meeting Minutes (Teams)
• Action Item Tracking
• Project Status Summarization
• Timeline Generation from Docs
• Resource Allocation Analysis

Use cases

• Synthesizing Project Documentation
• Monitoring Cloud Resource Usage
• Onboarding with Internal Wikis
• Summarizing Technical Requirements
• Coordinating Cross-Team Workflows

Use cases

• Workflow Diagram Visualization
• Quarterly Review Presentations
• Internal Training Manual Design
• Collaborative Whiteboard Synthesis
• Project Milestone Infographics

Use cases

• Literature Review with Citations
• Academic Paper Summarization
• Finding Peer-reviewed Sources
• Cross-referencing Scientific Data
• Tracking Latest Discoveries

Use cases

• Synthesizing Multiple Papers
• Extracting Data from Charts
• Hypothesis Testing Logic
• Bibliographic Organization
• Summarizing Technical Reports

Use cases

• Anonymous Web Source Synthesis
• Real-time News Aggregation
• Fact-Checking Without Tracking
• Summarizing Complex Scientific Papers
• Cross-Referencing Multiple Open Tabs

Use cases

• Bias Reduction
• Outreach Personalization
• Policy Communication
• Performance Coaching

Use cases

• Automating Employee Onboarding Announcements
• Creating Consistent Internal Compliance Videos
• Generating Multi-Avatar Dialogues for Soft Skills
• Translating Company Updates for Regional Offices
• Scaling Recruitment Screening via Interactive Avatars

Use cases

• Delivering Consistent Leadership Messages via Digital Twins
• Automating Candidate Welcome Videos for New Hires
• Building Interactive AI Guides for Internal Portals
• Reducing Video Production Overhead for Company Announcements
• Standardizing Global Communications with Uniform Avatars

Use cases

• Receive Intent Alerts
• Summarize Target News
• Trigger Retargeting
• Personalize Sales Pitches

Use cases

• RFP Response Automation
• Personalized Sales Emails
• Sales Collateral Summarization
• Real-time Sales Assistant

Use cases

• Deal Resurrection
• Expansion Opportunity Tracking
• Meeting Preparation
• Buying Committee Discovery

Use cases

• Orchestrating Cross Departmental Data Flows Via AI Workflows
• Automating Manual CRM Entry And Data Cleanup
• Standardizing GTM Processes Into Repeatable AI Playbooks

Use cases

• Usage-based Cost Scaling
• Cross-platform Data Alignment
• Automated Workflow Auditing
• Compliance Policy Enforcement

Use cases

• Logistics Tracking
• Invoice Extraction
• Inventory Monitoring
• Compliance Filing