SaaStr: AI deployment requires new FDE role that CS teams can't fill

The Gist

• Forward deployed engineers (FDEs) bridge product, engineering and customer success for AI implementations
• Traditional CS teams lack skills to configure AI in complex enterprise environments
• Palantir-style deployment models resurface as AI requires contextual customization

• AI deployment requires a new Forward Deployed Engineer (FDE) role that traditional Customer Success (CS) teams cannot fill due to differing skill sets and objectives.
• FDEs are essential for configuring and training AI agents within complex enterprise workflows, a role that cannot be automated yet.
• Palantir reduced deployment times by over 90% using FDEs, highlighting the manual but efficient nature of this approach.
• SMBs face a significant challenge in deploying AI agents due to the high cost of FDE support and lack of internal resources.
• AI agents cannot self-train effectively yet, requiring human oversight to ensure correct deployment and functionality.
• Vendors that solve SMB deployment challenges will unlock a large, currently underserved market.

• Vendors should invest in developing scalable FDE models or self-training solutions for SMBs to capture this underserved market.
• Enterprises should treat AI deployment as a first-class project with dedicated internal ownership and vendor FDE support.
• SMBs should approach AI deployment as a multi-month project with a dedicated internal owner and realistic expectations about self-service limitations.
• Revenue leaders should factor in deployment support when evaluating AI tools, as a slightly inferior tool with strong deployment help may outperform a best-in-class tool without it.

• 90% reduction in deployment time (Palantir achieved this using forward deployed engineers, indicating the efficiency of manual but well-structured deployment processes.)
• $6 billion (The valuation of an AI company whose agent failed to provide correct pricing after a year in beta, underscoring the importance of proper deployment.)
• $5,000 or $10,000 (The annual contract value (ACV) range for SMB customers, which is too low to justify the cost of FDE support.)