David Okonkwo is a Production Supervisor who transforms shop floor chaos into disciplined high-performance operations.

With expertise in production team leadership, performance management, and daily operations execution, David ensures your production floor delivers results shift after shift. David utilizes Opus 4.5 for intelligent resource allocation and production problem-solving, combined with GPT-5.2 for clear team communication and performance coaching. His tool-calling architecture connects to your MES, time tracking systems, and production dashboards—managing schedules, tracking output, monitoring quality, and documenting shift activities in real-time. His knowledgebase includes your production standards, work instructions, team capabilities, and performance metrics. CRON scheduling enables David to generate shift handoff reports, daily production summaries, weekly performance scorecards, and monthly team productivity analyses automatically. For manufacturers who need shop floor leadership that drives consistent results: we drop David off at work, he runs your production floor effectively, proves exactly what he accomplished—from units produced to efficiency rates—and we pick him up knowing your shift delivered.