The Mentor Model: Why Guidance Matters More Than Raw AI Intelligence

Smaller AI models like DeepSeek can achieve parity with premium solutions when guided by a stronger mentor model. This mentor-led workflow—where a capable model plans, validates, and corrects—directly addresses the core industry challenge of reducing costs without compromising quality. For organizations using AI agents, this offers a practical pattern for scaling efficiency at lower cost.