Purple Fabric Webinar Series · 2025
Why enterprise AI gets stuck and how to fix it
The gap between a working pilot and a business outcome, and what closes it
Why do so many enterprise AI initiatives show promise in pilots but fail to deliver real, scalable business value?
This is the opening session in Purple Fabric's webinar series on reimagining business impact with AI. Aditya Rajashekaran, AVP Product at Purple Fabric, identifies the four barriers holding enterprise AI back: technology complexity, financial unpredictability, organizational silos, and legal, ethical, and governance risk. He then shows what it takes to close the gap between a working demo and a business outcome.
The session covers:
- why enterprise AI often stalls after the pilot stage
- the gap between personal AI productivity and enterprise AI transformation
- how to connect AI outcomes to real business goals
- enterprise knowledge as the foundation for decision-grade AI
- multi-agent digital experts across customer experience, operations, compliance, and product innovation
- LLM optimization for cost, performance, and flexibility
- governance, auditability, and control for enterprise AI at scale
- why fragmented AI stacks often fail in practice