The Intelligent Product Engine: How MCP Powers Contextual AI Workflows

Enterprise product teams are under pressure to integrate AI and boost productivity — but without organization-wide application, the impact of AI workflows is limited. Knapsack’s Intelligent Product Engine (IPE) provides a new foundation for AI-native workflows, radically reshaping how digital products are built and delivered. At the core of the IPE is Knapsack’s MCP server, the context layer that connects your code, design, documentation, and compliance standards directly to AI tools and agents. This ensures AI isn’t guessing — it’s building with your organization’s decisions, governance, and standards already in place.

In this session, you’ll see how MCP operationalizes design systems and enables contextual AI workflows. You'll get:

  • A high level overview of the intelligent Product Engine (IPE)
  • Insight into how MCP powers contextual AI workflows as a core pillar of the IPE
  • Real-world use cases across design, engineering, and AI enablement
  • A live demo of how Knapsack's MCP server works

Speakers

Sam Alexander, AI Engineer

Amber Atkins, CX Partner + Positive Vibes Technicial

Chris Bloom, Principal Engineer

Robin Cannon, Head of Product

Additional Resources

The GenAI DivideSTATE OF AI INBUSINESS 2025

Most AI Projects Fail. Here’s How to Make Yours the Exception

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