Proof
/ ConstructionAI & Context Engineering Training for a $300M Construction Management Company
Business situation
A $300 million heavy civil engineering and construction firm seeking to improve AI productivity for ~60 leaders, managers, and employees across field, operations, PM, finance, HR, and legal.
The challenge
Most stakeholders lacked a clear understanding of how AI and ChatGPT could support their day-to-day roles, and had no shared framework for applying these tools effectively.
Why it matters
Quantum Rise developed and delivered a custom 3-part AI fundamentals and context engineering training programme tailored to the construction firm, with live workshops and hands-on labs.
What Quantum Rise delivered
The QR/OS™ approach in practice
- • Custom 3-part AI training curriculum (Foundation / Advanced / Broader Toolbox) • Live workshops and hands-on labs across field, operations, finance, HR, legal • 20 minutes saved per day per employee • 100% GenAI tool adoption • 12% increase in AI use for idea generation
Measurable outcome
20 minutes saved per day per employee. 100% adoption of GenAI tool. 12% increase in AI use for idea generation.
Workforce upskilled in AI fundamentals and applied prompting, with measurable daily productivity gains.
What became repeatable
A 3-part AI training curriculum (Foundation / Advanced / Toolbox) configurable for any industry, with role-specific labs and adoption measurement.