Why SDV Investments Fall Short and How OEMs Can Create a Value-First Strategy

SDV Investment Is Rising but Returns Are Not Keeping Pace 

Over the past decade, OEMs have invested heavily in platforms, over-the-air capabilities, and software architectures designed to enable continuously evolving vehicles. From a technical standpoint, much of the foundation for SDVs is already in place. Despite this, OEMs are seeing a growing disconnect between SDV ambition and measurable returns. Adoption is uneven. Monetization remains inconsistent. Across the industry, there is a widening gap between what has been built and the value it delivers.  

Most OEMs have established a strong technical foundation. The challenge lies in how value is defined and aligned across stakeholders. 

Common SDV Failure Patterns Are Predictable 

Across OEMs, the same patterns repeat. Feature development continues to be driven by what is technically possible rather than by considering who will benefit from it or what problem it is solving. Monetization models are frequently figured out after development instead of being part of the strategy from the beginning. Decisions are made without fully considering how value will be delivered across partners, channels, and business models.

The outcomes are the same: Capabilities may function as intended but fail to generate adoption, revenue, or differentiation in the market. What appears to be an execution issue at launch often traces back to decisions made much earlier in the process. 

The Real Failure Happens Before Build 

These patterns point to a deeper issue: how investments are decided.

Before any feature is developed, OEMs are already making critical assumptions:

• Who it will benefit  
• How it will be monetized
• How it will be delivered
• And whether it will scale

Too often, those assumptions are not verified. There are fundamental questions that need to be answered: 

“Who’s paying for what and why — and what’s going to be viable in the market?” — Leah Sand, Senior Vice President, AI-First Marketing 

When those questions are not definitively answered upfront, the investment is likely to fail. 

Creating a Value-First Strategy 

As the industry matures, a clearer picture is emerging of where SDV value is created. Taken together, these dynamics show that value is not created at a single point in time. It must be designed, delivered, and scaled across the full system — the customers, the partners, and the business.

Here’s where value consistently shows up:

• Tie Value to Measurable Outcomes: Value is strongest when it is tied to measurable outcomes, not standalone features. This is why many OEMs are seeing greater traction in fleet, commercial, and operational use cases, where efficiency, uptime, and performance can be clearly quantified. In these environments, stakeholders are defined, and the path to ROI is clearer.
• Operationalize Value Beyond Engineering: Value is realized in the front office — not just in engineering. Pricing, packaging, go-to-market strategy, and partner enablement determine whether technical capabilities translate into real outcomes. Without alignment across these functions, even well-built features fail to generate meaningful returns.  
• Design Value Into the Investment from Day One: Monetization cannot be treated as a downstream activity. Determining who pays, for what, and why is a core input into whether an SDV investment should exist at all.
• Activate the Ecosystem — Don’t Bypass It: Value scales through the ecosystem. Dealers, partners, and service providers play a critical role in delivering and reinforcing value. When they are excluded, go-to-market breaks down and value never fully reaches the customer. 

“SDV isn’t about features. It’s about delivering real operational outcomes in the field.” – Nick Rodgers, Associate Vice President, Auto & Industrials

Ultimately, value is realized when it is aligned across stakeholders from the beginning: the customers, partners, and business. When value is isolated to a single dimension, it rarely yields meaningful outcomes. When it is aligned across the system, it compounds.  

Determine Value Before You Build     

Capturing value consistently requires a different kind of discipline than technical execution. Instead of building first and validating later, leading organizations are defining it before investment decisions are made. They are aligning stakeholders earlier, designing monetization models from the start, and evaluating where value will surface across the system. AI-native delivery will accelerate this shift. Development cycles are shortening and the cost of building continues to decrease. As a result, the limiting factor becomes decision quality.  

The ability to define and align value across stakeholders before committing capital becomes the advantage. Much of this can be addressed by applying a testable, repeatable decision framework that aligns SDV investments to where value exists across customers, partners, and the business.

Explore our Automotive & Industrials expertise.