Challenge: Sales team spending 60% of time on manual lead research and qualification
Solution: Forward deployed engineer built AI lead scoring system integrated with Salesforce, automated research workflows, and intelligent email sequencing
Results: - 85% reduction in lead research time
- 40% increase in qualified opportunities
- Sales team focus shifted to high-value activities
GPT-4LangChainSalesforce APIPython
Challenge: Customer support struggling with 10K+ monthly tickets, long resolution times
Solution: Deployed AI engineer to build intelligent ticket routing, automated responses for common issues, and predictive customer health monitoring
Results: - 60% of tickets auto-resolved
- 50% reduction in response time
- CSAT score increased from 3.2 to 4.6
ClaudeVector databasesZendesk APIPython
Challenge: Manual contract review taking 40+ hours per deal, delaying closures
Solution: Engineer embedded with legal team to build AI contract analysis system with clause extraction, risk flagging, and compliance checking
Results: - Contract review time reduced to 2 hours
- 95% accuracy in clause identification
- Legal team capacity increased 10x
GPT-4Custom fine-tuningAzureDocument AI
Challenge: Quality inspection bottleneck limiting production throughput
Solution: AI engineer deployed vision system for automated defect detection on production line with real-time alerts
Results: - 99.2% defect detection accuracy
- 80% reduction in inspection time
- 15% increase in overall throughput
YOLOOpenCVEdge deploymentPython