Big Problem Commercial organizations face thousands of potential customers but limited time, budget, and sales capacity. Identifying high-fit prospects often depends on individual skill and persistence with prospecting rather than a repeatable evaluation process. Symptoms We need more leads Where should we focus next Which companies are actually worth pursuing How do I know this is a high-quality opportunity We are wasting too much time on prospects that were never a fit The

Big Problem Academic programs sought to increase enrollment and improve workforce relevance, yet curriculum decisions often reflected tradition rather than an understanding of how students, faculty, and institutions adopt change. Symptoms Students don’t see where this degree leads, Faculty won’t adopt new approaches, How do we know these programs are actually working, We’ve always taught it this way. The Context Educational innovation required changing behavior across multipl

Big Problem When commercial investment in marketing budgets was reduced by approximately 40%, leadership still expected the business to maintain growth across five business units. Symptoms We need to be more strategic with spend. I need you to focus on near-term revenue. How do we know what actually generates revenue? The Context We had reached the point where intuition wasn't enough. Every commercial investment in campaigns, trade shows, websites, sales enablement, customer

Big Problem Marketing, sales, product, R&D and commercial priorities competed for attention without a shared framework for evaluating their impact on revenue. Symptoms CEO: Why do we have a this post on social media? We are selling CTs, not dogs licking ice cream cones. CFO: I see activity, but no results - where are the results? Controller: But what do we expect to get out of this spend? The Context Functional planning emphasized departmental activity rather than enterprise