This is the Electi Review. Today, why most companies are optimizing resource allocation on gut feeling instead of data, and paying for it in wasted budget installed ROI. The core argument is simple. Resource allocation isn't a one-time budgeting exercise, it's a continuous, measurable process. Companies that treat it as a static annual decision, set the budget in January, revisit in December, are systematically leaving performance on the table. The alternative is a structured model-driven approach. Define objectives, map available resources, apply optimization models, track metrics, and adjust in real time. The retail and finance examples cited make the stakes concrete. In retail, misallocated inventory and marketing spend directly erodes margin. Money sitting in the wrong warehouse or the wrong campaign is money not compounding. In finance, capital that isn't rebalanced against shifting risk and return profiles quietly underperforms, and nobody notices until the quarterly numbers don't add up. What's notable is the emphasis on metrics as the enforcement mechanism. Without a defined KPI, utilization rate, return on allocated capital, throughput per resource unit, the process reverts to whoever argues loudest in a planning meeting. The step-by-step framework only works if the metrics are tracked consistently and used to trigger reallocation, not just to justify decisions already made. Should you buy the framing wholesale? The examples are useful, but they're also selective. Retail and finance are sectors where allocation is already quantifiable. The harder test is whether this approach holds up in less measurable environments, like RD or long cycle infrastructure projects, where ROI isn't visible for years. The guide doesn't really address that gap. Still, the underlying point stands. Allocation decisions made without a model and without tracked metrics are effectively guesses dressed up as strategy. If you're running a budget by instinct, the risk isn't inefficiency, it's that you'll never know how much you're leaving on the table. That's the review.