Business Challenge
HR teams were spending significant time answering repetitive employee questions, conducting manual salary benchmarking, preparing recruitment materials, and generating new business opportunities. These activities were slow, inconsistent, and consumed valuable HR capacity that could be redirected toward strategic work.
Solution Delivered
Designed, built, and deployed four production AI agents that automate key HR and business workflows. Each solution was developed end-to-end — from identifying the business problem and designing the workflow, to prompt engineering, AI integration, user testing, and adoption.
Production AI Solutions
Employee Handbook AI Assistant
Google Gemini
- Natural language HR policy assistant
- Instant employee self-service
- Reduced HR support requests
- Improved employee experience
AI Compensation Benchmarking Agent
Claude
- Automated salary benchmarking
- Replaced a £20,000/year external platform
- Reduced analysis time from days to hours
- Used in compensation reviews and hiring decisions
AI Recruiting Assistant
Claude
- Job description generation
- Interview question creation
- Candidate assessment frameworks
- Deployed across EMEA, APAC & Americas
AI Lead Generation Agent
Claude + Apollo + LinkedIn + Notion
- Prospect identification
- AI-powered qualification
- Automated outreach workflows
- End-to-end agentic sales process
Technologies
Claude (Anthropic)
Google Gemini
Apollo AI
LinkedIn
Notion AI
Prompt Engineering
AI Workflow Design
Agentic AI Automation
My Role
Designed and delivered every solution independently:
- Identified business opportunities
- Designed AI workflows
- Developed prompts
- Integrated AI platforms
- Tested and validated outputs
- Led user adoption and rollout
- Measured business impact
Business Impact
- Four AI solutions running in production
- Replaced a £20,000 annual software platform
- Salary benchmarking reduced from days to hours
- Reduced repetitive HR support workload
- Improved hiring consistency across three global regions
- Automated AI-driven lead generation for the consulting business
