A commercial plumbing and drainage manufacturer. Every component price change meant 3–5 weeks of manual updates. Quotes and orders could carry outdated or incorrect prices. Spej built a system that identifies every affected product and updates its pricing using the manufacturer's existing business data. $300K+ returned so far. 95% fewer pricing errors. Price updates went from 3–5 weeks to near real time.
By Sean Blair, Co-Founder & Chief AI Officer, Spej.
| Client | A commercial plumbing and drainage manufacturer |
| Industry | Manufacturing |
| Results | $300K+ returned so far. 95% fewer pricing errors. Price updates went from 3–5 weeks to near real time. |
The problem
Every component price change meant 3–5 weeks of manual updates. During that time, quotes and orders could carry outdated or incorrect prices.
What we built
A system that identifies every affected product and updates its pricing using the manufacturer's existing business data. It was built around the systems the business already runs.
The results
- $300K+ returned so far.
- 95% fewer pricing errors.
- Price updates went from 3–5 weeks to near real time.
About this case study
We keep this client anonymous, and this page sticks to the results we have published.
If your team spends weeks on updates like this, book a free AI readiness call. See how we price our work, Design & Build, AI implementation, managed AI platform or white-label partner, and more client work. Work with us through your MSP or advisor.
FAQ
What problem did the manufacturer have?
Every component price change meant 3–5 weeks of manual updates. Quotes and orders could carry outdated or incorrect prices.
What did Spej build?
A system that identifies every affected product and updates its pricing using the manufacturer's existing business data.
What were the results?
$300K+ returned so far. 95% fewer pricing errors. Price updates went from 3–5 weeks to near real time.
Did the manufacturer need new data or systems for this?
The system uses the manufacturer's existing business data. Spej builds around the systems a business already runs.
How does a project like this start with Spej?
With a free AI readiness call, then an AI Roadmap starting at $10,000. Before each paid stage, Spej and the client agree on what success means and how it will be measured.