01
Use an AI agency when the workflow is clear, speed matters, and you need production architecture before committing to a full internal team.
Decision comparison
AI Agency vs. Internal AI Team
A practical comparison for companies deciding whether to hire an AI partner or build an internal AI team.
02
Build internally when AI is a permanent core product capability and you can support hiring, evaluation, infrastructure, and governance.
03
A hybrid model works well when an external team ships the first production system and transfers ownership to internal engineering.