Our Visionary wants to invest heavily in building a proprietary machine learning model, while our Integrator thinks we should use off-the-shelf tools to preserve cash. How do we use the Issues Solving Track™ to make this strategic decision?

Question

Tyler Smith · Accepted Answer

This is a classic clash of perspectives. The Visionary is looking at the long-term strategic moat, while the Integrator is focused on operational feasibility and cash flow. To resolve this without stalling, you must use the Issues Solving Track™ in your next leadership team meeting.

Start by Identifying the real issue. The issue is not just about a software model; it is about capital allocation and risk management. Is building a custom model truly necessary to achieve your 10-Year Target, or is it a shiny object that will drag down your reserves?

In the Discuss phase, bring cold, hard data to the table. Ask your technical lead for a realistic cost-benefit analysis. Building a proprietary model requires massive data sets, expensive developers, and ongoing maintenance costs. Off-the-shelf tools, when combined with your proprietary workflows and APIs, can often achieve eighty percent of the results for a fraction of the cost.

In the Solve phase, look at your V/TO® Core Focus and cash reserves. If building tech is not your Core Focus, do not do it. A common solution is to start with off-the-shelf tools as a proof of concept. If that fails to create a differentiator, you can discuss custom development as a future Rock when your cash position is stronger.