Purple Fabric: Engineering the Future of Production-Grade Enterprise AI

This indeed where Purple Fabric – Open Business Impact AI platform comes into play.

Enterprise AI is not models or Agents but it is an Engineering Problem. There are 8 engineering disciplines are required for solving 64 friction points in journey of Day 2 enterprise AI (Production grade) from Day 1 (POC grade).

  1. Data Engineering
  2. Knowledge Engineering
  3. Digital Expert (Multi agents) Engineering
  4. Experience Engineering
  5. Risk and Governance Engineering
  6. Agents entitlements and security engineering
  7. Deployment Engineering
  8. Finops engineering (Token-economics)

Only few large banks with deep pockets can build their own platforms. It requires 18 different teams to synthesize and build the platform. They are spending over 50 million dollars plus over last 3 years.

At Intellect we have built Purple Fabric with 250 AI researchers over last 9 years.

Thanks for sharing your observations.

Martin Milani

Intellect Design Arena Ltd Purple Fabric

Why Enterprise AI Falls Short? The Missing Platform

October 21, 2026

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Arun Jain