FIELD NOTES / PRODUCTION AI
Forward deployed engineering for production AI.
Clear answers for leaders deciding how to move AI from a promising demo into operating workflows with measurable business results.
What forward deployed engineering means
How embedded engineers connect a business problem, the operating system, and acceptance criteria.
Read the guide →02 / PRODUCTIONWhy enterprise AI stalls after the demo
The workflow, integration, evaluation, and rollout requirements behind production AI.
Read the guide →03 / CONNECTED HARDWAREHow hardware agents maintain continuity
Multi-day context, live device events, intelligent suppression, and complete support handoffs.
Read the guide →04 / RSIHow RSI shortens problem diagnosis
Use evidence and controlled tests to move from symptoms to an initially validated change in tens of hours.
Read the guide →