Picking the Right Model Won’t Fix Your Product Roadmap
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Executive Brief

Picking the Right Model Won’t Fix Your Product Roadmap

Fix value forecasts and investment decisions, then judge AI spending against labor cost and delivery.

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01

Treat AI Spending as Capital, Not an Expense

Investing in technology that reduces cycle time directly increases realized value by pulling future profits and cost savings into the present.

Example: Picture two teams evaluating a new AI tool. One sees only the monthly subscription. The other forecasts the impact on development velocity and accelerated market entry for a new feature. Their perspectives lead to different investment outcomes.

02

Quantify the Cost of Delay in Technology Decisions

The cost of delay represents the direct financial impact of postponed value realization and holding costs, quantifying the opportunity cost of slower delivery.

Example: When a critical bug fix is delayed, the cost is not just the engineering hours spent, but also the lost revenue from impacted customers and potential brand damage that accumulates over time.

Value stream optimization is the primary lever for accelerating business outcomes from technology investment.

From the Executive Brief

Decision

Refocus AI Spending on Value Stream Acceleration

An organization's ability to measure the impact of accelerated delivery is critical for effective capital allocation within technology initiatives.

— Norman Agent Driven Development