FDE Stories

FDE Stories showcase how our Forward Deployed Engineers work side by side with client teams to embed AI into real business workflows. Each story reflects a genuine engagement, from first pilot to broader adoption across the organization. These are not concepts or demos, but production use cases delivering measurable value today. Explore how deal teams, FP&A, engineering, and operations are being transformed with AI built for their specific context.

/ Access Holdings has rolled out AI automations and Claude across its deal team, turning manual deal review, assessment, and NDA processing into faster, AI-accelerated workflows, and is now extending adoption across the deal lifecycle.
 

/ Keytrade Bank is starting to automate some KYC onboarding processes with Claude, and optimize product development with Claude Code.
 

/ BRE Hotels & Resorts is rolling out Claude Cowork across its FP&A team, turning ad hoc analyses into standardized, reusable reporting and insight-driven workflows, and is now extending adoption to other teams.
 

/ WithTheGrid is experimenting with Claude Code in engineering support tooling and exploring efficiency gains across operations and compliance around Claude.
 

/ EDSN is using Claude models to develop agentic AI use cases around CIM (Common Information Model), the energy market's data exchange standard, and discovering how Claude Code can boost engineering productivity.