Commercial Mindset
Turn technical execution into measurable customer outcomes.
Strong FDEs do not stop at “It works.” They follow the change through the customer workflow, the business outcome, its economic consequence, and what the field should teach the product.
Cases
Follow the impact
The Disappointing AI Agent
A $300K deployment is live, but automation is stuck at 8%.
The 95% Accuracy Trap
Model quality is improving, but the customer still reviews everything.
The Successful Deployment That Nobody Uses
Everything works technically, yet weekly adoption is only 11%.
Customer Meeting Scenario
A key client wants a simple yes to a request that is technically risky and unsupported.
The mindset
Don't just ship the deployment. Follow the impact.
FDEs operate at the intersection of Engineering × Customer Workflow × Business Value × Product. This is not sales training—it is learning which technical work actually matters in the field.