We are preparing for a clean exit in five years and want to build a proprietary AI model to maximize our valuation, but we are worried about the R&D burn rate. How do we evaluate this strategic option without draining our cash flow?

Question

Tyler Smith · Accepted Answer

Building proprietary technology is a high-risk, high-reward strategy that can easily derail a service business. Before you commit significant capital to building a custom model, you must evaluate if it aligns with your Core Focus™ on the V/TO®. If your core strength is service delivery, becoming a software development shop is a dangerous distraction. To make this decision objectively, apply the Strategic Real Options framework. Assess the private information you have about your market and the learning process of potential strategic buyers. Will an acquirer actually pay a premium for your custom model, or would they prefer to buy your highly profitable, optimized service engine and integrate their own technology? Calculate the flow cost of waiting to build versus the hidden, lump-sum cost of immediate development. If you decide to move forward, isolate the project by assigning it as a specific, highly bounded quarterly Rock. Do not let it drain your daily operational focus or cash flow. If the development costs start to threaten your margins, you must have a clear exit trigger to abandon the project. This disciplined approach ensures you explore valuable valuation-building opportunities without putting your entire business at risk.