Fathy GadDesign Automation · Enterprise AI
Papers

Technical papers, in detail.

Long-form papers on method, architecture and evidence — written to be read in full, cited and shared.

Soon In preparation

The Automation Value Ledger: measuring the return on engineering automation

A method for turning logged automation runs into a defensible ledger of hours returned — by project, discipline and tool — so design technology is funded on evidence rather than anecdote.

  • Design automation
  • Value measurement
Soon In preparation

Governed AI for Engineering Delivery: a reference architecture

A reference architecture for AI agents in design delivery: a uniform data schema, a shared agent layer over proven automation, and a mandatory engineer-approval gate with a full audit trail.

  • Enterprise AI
  • Governance