Why AI pilots fail to reach production

Most enterprises do not struggle with experimentation. They struggle with the handoff from isolated pilots to accountable production outcomes.

  • Architecture decisions are made without a workforce transition plan.
  • Executive sponsors see activity, but not a reliable owner map or ROI path.
  • Governance pressure arrives late, after delivery drag has already set in.

The winning move is to align technology, operating model, and workforce decisions before scale pressure compounds.