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

Use cases

• Training Custom Models on Brand IP
• Ensuring Legal Compliance with CAI
• Managing AI Credit Quotas for Teams
• Enforcing Brand Safety Guidelines
• Streamlining the Content Supply Chain

Use cases

• Centralizing Brand Governance Across Global Marketing Teams
• Overseeing Compliant Content Supply Chains
• Optimizing Resource Allocation Between Human And AI Teams
• Ensuring SOC2 And GDPR Compliance In Automated Workflows

Use cases

• Generating Initial Design Concepts
• Testing User Flows via Prototypes
• Analyzing Designs with Attention Heatmaps
• Exporting Ready-to-Use Figma Files
• Collaborating on Real-Time Design Iterations

Use cases

• Turning Wireframes into Interactive Code
• Simulating User Journey Logic
• Generating Responsive UI Variations
• Design System Compliance Checking

Use cases

• Real-time Call Assistance
• Querying Internal Knowledge Bases
• Automated Follow-up Generation
• Sentiment Analysis of Tickets
• Resolving Complex Billing Queries

Use cases

• Automated Complex Ticket Resolution
• Sentiment-Grounded Empathetic Replies
• Multi-Language Live Support Translation
• Generating Support Knowledge Bases

Use cases

• Signal-Based GTM
• Multichannel Integration

Use cases

• Talent Sourcing Automation
• Candidate Pool Import

Use cases

• Market Sentiment Positioning
• Industry Trend Discovery
• Brand Health Auditing
• Geographical Mention Analysis

Use cases

• Crisis Monitoring Readiness
• Media Coverage Reporting
• Journalist Outreach Targeting
• Share of Voice Benchmarking

Use cases

• Usage-based Cost Forecasting
• Cross-departmental Data Access
• Data Residency Compliance Audits
• Internal Tooling Efficiency

Use cases

• User Journey Flow Mapping
• Visual Friction Identification
• A/B Test Behavior Comparison
• Accessibility Bottleneck Discovery

Use cases

• Churn Risk Detection
• Conversational Lead Filtering
• Targeted Product Recommendations
• Personalized Onboarding Flows

Use cases

• Real-time Agent Coaching
• Automated Voice Triage
• After-hours Coverage
• Automated QA Scoring

Use cases

• AI Performance Auditing
• Simulated Accuracy Testing
• Content Gap Discovery
• Automated Tagging & Organization

Use cases

• Order Modification Automation
• Seasonal Volume Handling
• Automated Refund Eligibility Check
• Upselling via Support

Use cases

• Procedure-based Troubleshooting
• API-integrated Actions
• Smart Bug Reporting
• Predictive Feature Gap Analysis

Use cases

• Multichannel Brand Consistency
• Proactive Friction Resolution
• Real-time Sentiment Analysis
• Customer Feedback Synthesis

Use cases

• Complex Query Deflection
• Automated Support Benchmarking
• Automated Ticketing & Routing
• Predictive Volume Forecasting

Use cases

• Identify Owners
• Target Local Businesses
• Automate Listing Outreach
• Track Investor Signals

Use cases

• Design Automated Plays
• Monitor Pipeline Quality
• Scale Outreach Operations
• Analyze Technographics

Use cases

• Monitor Portfolio Hiring
• Identify Emerging Startups
• Track Executive Moves
• Enrich Deal Sourcing

Use cases

• Court Case Tracking
• Patent Search
• Regulatory Alerts
• Trademark Audit