Sales & Marketing
Content Repurposing Engine
“Build a system that takes my long-form blog posts and automatically creates social media snippets, email newsletter content, and LinkedIn posts. Each format should be optimized for its platform and maintain my writing voice.”
Cold Email Personalization Engine
“Build an agent that researches prospects from a CSV of company names and contact info, finds recent news about their company, identifies pain points relevant to our product, and generates personalized cold email drafts. Each email should reference specific company developments and explain how we can help. Include A/B testing for subject lines.”
Competitor Monitoring Dashboard
“Create a system that tracks our top 5 competitors across their websites, social media, job postings, and product updates. Alert me immediately when they launch new features, change pricing, or make key hires. Generate a weekly competitive intelligence brief with strategic recommendations.”
Operations & Productivity
Meeting Notes Assistant
“Create an agent that joins my Zoom meetings, takes notes, identifies action items with owners, and sends a summary to all participants. It should integrate with my calendar and automatically create follow-up tasks in my project management tool.”
Expense Report Automation
“Build a system that scans my email for receipts, extracts the date, amount, and vendor, categorizes the expense, and compiles everything into a monthly report I can submit to accounting. Flag anything over $500 for my manual review before submission.”
Document Intelligence System
“Create a system that organizes all our company documents (contracts, proposals, reports, presentations) by extracting metadata, creating searchable summaries, and automatically tagging by project, client, and document type. When someone asks ‘where’s the Q3 report?’, the agent should find it instantly.”
Product & Engineering
Customer Support Ticket Routing
“Build me a customer support ticket routing system that uses AI agents to analyze incoming tickets, categorize them by urgency and department, and automatically assign them to the right team member. I need full audit logs, RBAC controls, and the ability to see exactly how each routing decision was made. The system should integrate with our existing Slack and Jira setup.”
Bug Report Triage Assistant
“Create an agent that reads bug reports from customers and internal teams, checks if it’s a duplicate, extracts steps to reproduce, assesses severity based on user impact, and routes to the right engineering team. It should also draft initial responses to customers acknowledging the issue.”
API Documentation Generator
“Design an agent that monitors our codebase for API changes, automatically generates documentation with examples, identifies breaking changes, and creates migration guides for developers. When we ship a new API version, it should draft release notes and update our developer portal.”
HR & Recruiting
Resume Screening Pipeline
“Design an agent that reviews resumes for open positions, extracts relevant skills and experience, scores candidates against job requirements, checks for red flags like employment gaps, and generates interview questions tailored to each candidate’s background. Send me the top 10 candidates with justification.”
Onboarding Task Automation
“Build an employee onboarding agent that creates personalized 30-60-90 day plans based on role, sends equipment requests to IT, schedules intro meetings with key stakeholders, and tracks completion of required training. New managers should get automated check-in prompts at key milestones.”
Employee Sentiment Analyzer
“Create a system that analyzes anonymous employee feedback, Slack sentiment, and exit interview data to identify team morale trends, potential flight risks, and management issues. Generate monthly reports with specific action items for leadership and alert HR when sentiment drops significantly in any department.”
Finance & Legal
Invoice Processing System
“Build an invoice processing system for enterprise clients that extracts data from PDF invoices, validates against purchase orders in SAP, flags discrepancies, and routes approvals through the correct hierarchy. The system needs approval workflows, exception handling, and integration with their existing ERP.”
Contract Analysis Tool
“Create a contract analysis tool for legal teams that reviews vendor contracts, extracts key terms (pricing, renewal dates, liability clauses), compares against standard templates, and flags risky language. The client needs to deploy this internally with their own documents and compliance rules.”
Healthcare & Wellness
Patient Appointment Scheduler
“Build an intelligent scheduling agent for medical practices that handles appointment requests via phone, email, and web forms. It should check doctor availability, confirm insurance coverage, send appointment reminders, and reschedule automatically when doctors have emergency cancellations.”
Medication Adherence Tracker
“Create a patient support system that sends medication reminders based on prescriptions, tracks whether patients confirm taking their meds, identifies non-adherence patterns, and alerts healthcare providers when intervention is needed.”
E-commerce & Retail
Inventory Reorder Automation
“Design an agent that monitors inventory levels across all locations, predicts stockouts based on sales trends and seasonality, automatically generates purchase orders when stock is low, and finds the best supplier based on price and delivery time. Alert me only for high-value or unusual orders.”
Returns & Refund Handler
“Build a customer service agent that processes return requests, determines eligibility based on our policy, generates return labels, tracks return shipments, approves refunds automatically for qualifying cases, and flags suspicious return patterns.”