Vendors spend billions on forward deployed engineers to drive AI sales

Vendors are embedding their own engineers directly into client organizations to accelerate artificial intelligence projects, raising questions about accountability and value for tech buyers. This shift represents a significant change in how software companies drive adoption and manage customer relationships during the current AI investment boom.

The risk

The primary concern for buyers is determining who these engineers actually work for. Forward deployed engineers are sent to clients without being tied to a specific, predefined project. They operate effectively as consultants without a portfolio, expected to build something valuable at speed using the vendor’s technology. This model creates ambiguity regarding accountability and alignment with the client’s best interests.

Who is exposed

Major technology vendors are heavily investing in this model. AWS recently announced a $1 billion investment in a new Forward Deployed Engineering unit. Anthropic committed $100 million to training these engineers. SAP, Salesforce, and Workday are also heavily invested in the concept, often in partnership with Accenture. These companies are targeting enterprises undergoing large-scale AI implementation.

Cost and compliance

Salaries for these roles have risen significantly. According to Levels.fyi, the US median annual total compensation for forward deployed engineers is $216,250. The 25th percentile sits at $180,000, while the 75th percentile reaches $290,000. This high cost reflects the premium placed on engineers who can drive immediate value and adoption within client environments.

What should you do?

Tech buyers need to implement checks and balances when accepting forward deployed engineers. Organizations should clarify reporting lines, define success metrics, and ensure these engineers align with internal security and compliance standards. Without clear governance, the value of these embedded resources may not translate into tangible business outcomes.

The background in plain language

Forward deployed engineers act as an extension of the vendor’s sales and support teams, embedded within the client’s organization. Their goal is to demonstrate the value of the vendor’s technology by building practical solutions quickly. This approach helps vendors "land and expand" their footprint within a customer’s infrastructure. Teams usually need to verify that these engineers follow internal protocols and data handling policies to prevent unauthorized access or data leakage.

What to do and how to stay safe: AWS

• Define clear scope and deliverables for any embedded engineer to prevent scope creep and ensure alignment with business goals.
• Require forward deployed engineers to adhere to your organization’s security policies and data handling procedures from day one.
• Establish regular review checkpoints to assess the value and progress of the engineer’s work against predefined metrics.
• Clarify reporting lines to ensure the engineer remains accountable to the client’s objectives rather than solely the vendor’s sales targets.

Step-by-step guide: AI Governance Explained: Building Rules for Autonomous Systems

General security guidance from the Vector Tribune newsroom. It is not confirmed advice from the organisations named in this story.

Frequently asked questions

What is a forward deployed engineer?

A forward deployed engineer is a vendor employee sent to a client’s site to build valuable solutions using the vendor’s technology, without being tied to a specific predefined project.

How much do forward deployed engineers earn?

According to Levels.fyi, the US median annual total compensation for forward deployed engineers is $216,250, with the 75th percentile at $290,000.

Which companies are investing in forward deployed engineers?

AWS announced a $1 billion investment, Anthropic committed $100 million to training, and SAP, Salesforce, and Workday are also heavily invested in this model.