Embedded Engineers

Our forward deployed engineers work on-site or embedded directly within client organizations to solve high-stakes technical challenges in real time. Rather than working at arm's length through a traditional outsourcing relationship, these engineers sit close to the client's product, data, and decision-making ? bridging the gap between vision and execution as priorities shift.

This model has become a core part of how we support our AI-sector partners. We provide self-managed engineering and operations staff to companies like micro1, Mercor, Turing, and Snorkel, supporting their AI training and data pipeline projects. Our teams don't just fill headcount ? we manage our own people end-to-end, handling recruitment, quality control, performance management, and delivery oversight, so our partners get a fully accountable, production-ready team rather than a loose pool of contractors.

Capabilities

On-site or embedded engineering resources aligned to client priorities in real time

Self-managed teams ? we own recruitment, QA, and performance, not just placement

Active partnerships with AI-sector companies including micro1, Mercor, Turing, and Snorkel

Support for AI training, data pipeline, and evaluation infrastructure projects

Fast escalation and iteration cycles suited to fast-moving AI and product environments

Seamless integration into client tools, workflows, and communication channels