Sushnata Chatterjee
AI Expert in Germany with 15 years of experience in product management
Too many enterprise AI programs remain trapped in endless pilot purgatory—producing interesting proof-of-concepts that never materially register on quarterly EBITDA.
In this 60-minute tactical briefing, I dissect production deployment architecture. I examine the exact frameworks used across 120+ engagements to model demand elasticity, deploy autonomous back-office agents, and enforce gross margin guardrails.
What You Will Take Away:
• Deconstructing the Pilot Trap: Why 85% of corporate AI POCs stall and the commercial governance needed to tie models to P&L outcomes.
• Algorithmic Elasticity Architecture: How live models dynamically calibrate SKU-level pricing without triggering volume erosion.
• Autonomous Agentic Swarms: Designing deterministic agent workflows with human-in-the-loop validation for procurement, inventory reorder, and exceptions.
• The 90-Day Implementation Playbook: Step-by-step milestones to move from diagnostic audit to verified margin expansion.
Who Should Attend:
• Chief Executive Officers & Chief Operating Officers
• Chief Financial Officers & Private Equity Operating Partners
• VPs and Directors of Strategy, Operations, and Supply Chain