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

Use cases

• Publishing Live Responsive Websites via Figma Sites
• Applying Native Glass and Blur Effects Without Plugins
• Connecting Custom Domains to Figma-Hosted Web Projects
• Creating Scroll Parallax and Complex Animations via AI
• Managing Site Content Through the Integrated CMS

Use cases

• Summarizing Sticky Notes from Brainstorming Sessions
• Visualizing User Flows Rapidly with AI Diagramming
• Reviewing Ready-to-Build Designs in Isolated Focus Views
• Gathering Real-Time Feedback via Interactive Polls
• Prototyping MVPs with Real Database Logic

Use cases

• Using Notion Agent to Summarize Feedback from Multiple Slack Channels
• Drafting PRDs by Referencing Existing Research and Mockups
• Automating Sprint Retrospectives from Task History
• Searching for Technical Decisions Across GitHub and Notion
• Managing Product Roadmaps with Intelligent Predictive Tasking

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

• Accessing AI-Annotated Component Specs in Dev Mode
• Using Code Connect to Map Designs to Production Code
• Generating Custom CSS and React Snippets via AI
• Inspecting Responsive Grid Behaviors that Mimic CSS
• Interacting with Live Data Prototypes Built in Figma

Use cases

• Using Figma Make to Generate Initial Layout Concepts
• Cleaning up Complex Files with AI Layer Renaming
• Performing Native Accessibility and Contrast Checks
• Creating Interactive Prototypes Without Manual Wiring
• Generating Variations of Components for Design Systems

Use cases

• Rapid Interface Visual Mockups
• Unique Iconography Generation
• Visual Hierarchy Testing
• Dynamic Color Palette Exploration

Use cases

• Delivering High-Volume Creative Services at Scale
• Standardizing Ad Quality across Junior Account Teams
• Rapidly Prototyping Ad Concepts for Client Approval
• Using the Agency Plan to Manage 100+ Brand Kits
• Lowering Operational Overhead while Increasing Output

Use cases

• Benchmarking Client Performance Against Regional Leaders
• Scaling Creative Production For Diverse Ad Platforms
• Generating Comprehensive Competitive Intelligence Reports
• Streamlining Multi Brand Campaign Management

Use cases

• Cloning Winning Competitor Ad Layouts Instantly
• Generating Professional Product Ads from a Phone Photo
• Scaling Creative Assets across Multiple Shopify Stores
• Reducing Dependence on Expensive Creative Agencies
• Testing New Product Angles Daily on TikTok Shop

Use cases

• Transforming Rough Sketches into Photorealistic Renders
• Visualizing Interior Lighting and Material Combinations
• Generating Surrounding Environment Concepts for Models
• Creating Cinematic Walkthrough Clips from Renders
• Exploring Alternative Facade Designs via Inpainting

Use cases

• Sketch to Photorealistic Transformation
• Facade Material Exploration
• Site Context Visualization
• Spatial Volume Mockups

Use cases

• Rapidly Testing New Product Viability with Instant Video Ads
• Creating Professional Marketing Videos with Zero Inventory
• Leveraging Trending TikTok Styles to Capture Viral Traffic
• Optimizing Product Hooks to Lower CPC on Paid Social
• Generating Multi-Language Ads for Global Shipping Models

Use cases

• Testing Product Viability with Instant High-Quality Ads
• Generating Viral-Style TikTok Content from Supplier Images
• Cloning Successful Niche Ads to Capture Market Share
• Automating Video Ad Creation Directly from Product URLs
• Creating Multi-Language Ads for International Scaling

Use cases

• Ad Library Auditing
• Lead List Enrichment
• Backlink Monitoring
• Review Aggregation

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

• Converting ASIN Listings Directly into Ready-to-Use Video Ads
• Scaling Advertising Creative Without Hiring a Video Agency
• Testing Different Lifestyle Backgrounds to Improve CTR
• Updating Product Videos Seasonally for Prime Day and Holidays
• Leveraging Retail Insights for Brand-Tailored Storytelling

Use cases

• Deploying AI Kiosks for In-Person Customer Support
• Creating Visual FAQ Libraries with AI Avatar Presenters
• Reducing Churn with Automated Check-in Video Messages
• Improving Self-Service with Interactive Troubleshooting Avatars
• Standardizing Customer Education Across Global Regions

Use cases

• Building A Searchable Video Help Center From Zoom Recordings
• Creating Feature Announcement Videos From Release Notes
• Reducing Ticket Volume With Automated Troubleshooting Guides
• Providing Tailored Client Onboarding Experiences At Scale

Use cases

• Support Triage
• Churn Risk Detection
• Feedback Loops
• VIP Escalation

Use cases

• Generating Viral Short-Form Ads from Product URLs
• Creating On-Brand Explainer Videos Without a Camera Crew
• Repurposing Blog Posts into High-Fidelity Social Videos
• Leveraging Sora 2 for Cinematic Backgrounds in Ads
• Localizing Marketing Campaigns into 80+ Languages

Use cases

• Repurposing Long Form Content Into Multi Channel Assets
• Automating End To End Blog Production Cycles
• Maintaining Brand Voice At Scale Using Jasper IQ
• Executing Autonomous SEO Content Clusters

Use cases

• Converting Long Form Blog Posts Into Engaging Social Videos
• Scaling Youtube Shorts Production Using Automated Script To Video
• Creating Multilingual Video Ads With Localized Voiceovers
• Generating Branded Video Snippets From Newsletter Content

Use cases

• Buyer Journey Asset Mapping
• Keyword Trend Identification
• Committee Role Messaging
• Account Consumption Analysis

Use cases

• Transforming Manuals into Interactive Training Videos
• Maintaining Employee Engagement with Dynamic Visual Content
• Updating Training Materials Instantly via Script Edits
• Scaling Compliance Training Across Global Offices
• Monitoring Training Effectiveness with Standardized Visuals

Use cases

• Producing Professional Social Media Content Without a VFX Team
• Announcing New Product Launches with Cinematic Trailers
• Creating Customer Testimonial Compilations
• Generating Internal Onboarding Videos for New Staff
• Lowering Production Costs While Increasing Video Output

Use cases

• Leveling the Playing Field Against Competitors with Larger Budgets
• Creating Studio-Quality Motion Ads from Simple Phone Photos
• Launching First Video Campaigns with Zero Production Experience
• Automating Video Creation Directly Within Sponsored Brands Workflow
• Saving Thousands of Dollars on Professional Video Shoots

Use cases

• Developing Consistent Visual Brand Identities from Scratch
• Generating Lifestyle Product Photography from Descriptions
• Drafting Professional Customer Outreach and Newsletters
• Creating Print Ready Store Signage and Flyers

Use cases

• Social Media on Autopilot
• Affordable AI Marketing Team
• Consistent Brand Growth
• Localized Customer Engagement

Use cases

• Creating High-Converting Video Ads for Meta and Google
• Converting Product Landing Pages into Video Showcases
• Producing Seasonal Promotional Videos at Scale
• Tailoring Ad Creatives for Different Demographic Segments
• Managing Brand Consistency with Pre-Saved Presets

Use cases

• Generating Up to Six Video Variants per Product for Optimization
• Integrating AI Video into Amazon DSP Online Video Campaigns
• Using Video Summarization to Repurpose Existing Social Content
• Managing Cross-Platform Creative Consistency via Creative Studio
• Reducing Customer Acquisition Cost Through Higher Engagement Video

Use cases

• Video Content ROI Optimization
• Automated Ad Variation
• Data-Backed Content Strategy
• Lead Nurturing Visibility

Use cases

• Automating the Production of Daily Shorts and Reels
• Generating Complete Video Scripts Based on Trending Topics
• Sourcing Context-Aware Stock Footage for Long-Form Videos
• Using AI-Cloned Voices for Consistent Channel Narration
• Translating Channel Content to Reach International Audiences

Use cases

• Automating Personalized Customer Greeting Videos
• Creating Product Showcase Videos with Diverse Actors
• Generating Seasonal Promotions from Existing Footage
• Enhancing Conversion with High-Fidelity Video Demos
• Localizing Product Videos for International Markets

Use cases

• Repositioning Subjects Within Product Photos for Better Layout
• Batch Editing Catalog Images to Meet Marketplace Standards
• Writing Persuasive and SEO Friendly Product Descriptions
• Generating Shoppable Visual Content for Digital Storefronts

Use cases

• Applying Real-Time Stylistic Filters to Live Feeds
• Transforming Room Backgrounds Instantly During Broadcasts
• Interacting with Viewers Through Adaptive Visuals
• Creating Themed Episodes (e.g., Steampunk or Comic Book)
• Streaming at 20 FPS with Ultra-Low Latency

Use cases

• Creating Lifestyle Product Shots from Studio Images
• Standardizing Product Visuals Across Diverse Catalogs
• Generating Interactive Virtual Try-On Experiences
• Optimizing Ad Creatives for Conversion Performance
• Automating Alt-Text and SEO Metadata for Images

Use cases

• Fine-Tuning Open-Weight Models for Specific Domains
• Evaluating State-of-the-Art Flow Matching Architectures
• Building Autonomous Visual Agents with Flux APIs
• Deploying Scalable Inference on Private Infrastructure
• Experimenting with Multi-Reference Image Inputs

Use cases

• Publishing Novel Architectures and Obtaining Peer Feedback
• Benchmarking Models Against SOTA Standards on Leaderboards
• Conducting Ethics and Bias Audits on Public Models
• Leveraging Zero-GPU Spaces for Free Model Experimentation
• Analyzing the Latent Space of Diffusion Models