Case Study: a specialty manufacturer avoids a costly AI build with Seven Hills Technology

Manufacturer avoids a doomed multi-million dollar AI build with Seven Hills Technology in 3 months

The customer, an international specialty manufacturer, wanted to build a custom AI model to accelerate engineering design cycles. They were preparing to issue a multi-million dollar RFP for the full build, but the technical feasibility and data readiness were highly uncertain. Seven Hills Technology challenged this approach before the first contract was signed.

Seven Hills Technology recommended and conducted a Discovery and AI Readiness engagement first. This process revealed the manufacturer's historical data was too unstructured to support a model, saving them from a doomed multi-million dollar project. The vendor's work enabled the client to instead invest first in a data foundation, creating the necessary conditions for a future AI model to succeed.

Manufacturer