SEGMENT 01 / MODEL
Frontier Model Deployment
Turn model capability into a production customer workflow.
WHAT IS FORWARD DEPLOYED?Model capability
REPRESENTATIVE ORGANIZATIONS
OpenAIFrontier model labs
THE WORK
What you are likely to own
- 01Discovery and workflow decomposition
- 02Model/API architecture
- 03Eval and agent integration
- 04Production rollout and adoption
TECHNICAL EXPECTATION
The useful stack
PythonTypeScriptAPIsCloudLLM systemsEvalsSystem design
CUSTOMER EXPECTATION
Proximity to the problem
Very high: from domain experts and customer engineers to security leaders and executives.
THE REAL SUCCESS METRIC
Production adoption, measured workflow improvement, and a repeatable deployment pattern.
AIR PREPARATION FOCUS