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

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

• Visualizing Storyboard Frames as Animated Clips
• Testing Camera Angles and Motion Paths Digitally
• Prototyping Creature VFX with Object Manipulation
• Generating Mood Reels for Director Pitches
• Creating Character Consistency Tests Across Scenes

Use cases

• Generating Pre-Visualization Storyboards Rapidly
• Creating Consistent Character References Across Takes
• Controlling Camera Paths with Advanced Virtual Tools
• Prototyping VFX Shots Before Expensive Post-Production
• Using Act-One for High-Fidelity Performance Capture

Use cases

• Querying Complex Datasets Using Natural Language Genie
• Building AI-Powered Dashboards Without SQL
• Generating Automated Business Summaries and Reports
• Performing Predictive Forecasting on Sales Trends
• Accessing Certified Data Products in Internal Marketplaces

Use cases

• Automating ETL Pipelines with Lakeflow
• Scaling Batch and Streaming Data Ingestion
• Managing Data Lineage and Quality via Unity Catalog
• Converting Legacy SQL to PySpark using AI Assistants
• Optimizing Storage Costs with Predictive Auto-Tuning

Use cases

• Removing Neighbor Agent Voices from Customer Calls
• Real-Time Speech-to-Speech Translation for Support
• Standardizing Accents to Improve Customer CSAT
• Automating Post-Call Summaries and Dispositions
• Integrating with Softphones for Seamless Audio Cleanup

Use cases

• Canceling Household Noise During Video Calls
• Generating Meeting Summaries Without External Bots
• Tracking Personal Talk Time and Meeting Insights
• Transcribing Interviews Locally for Maximum Privacy
• Improving Voice Quality in Unstable Environments

Use cases

• Generating Physics-Accurate Action Sequences
• Storyboarding with Consistent Character Cameos
• Stitching Multiple Shots into Coherent Narratives
• Creating Cinematic B-Roll from Scripts
• Previewing Lighting and Camera Movements

Use cases

• Spatial Reasoning for Manipulation
• Multi-Step Robotic Task Sequencing
• Visual Environment Mapping & Labeling
• Debugging Real-Time Sensor Logic

Use cases

• High-Res Asset Enhancement
• Creative Pattern Generation
• Moodboard Visual Assembly
• Vector Texture Preparation