← Back to research
SystemsDOM · Research
From Prompts to Systems: The Next Shift in AI Adoption
The next competitive advantage is owning the operational system behind the business.
The first wave of enterprise AI was experimentation: teams prompting models, testing copilots, running pilots without integration.
The second wave is systems: reusable modules, agent teams, approval queues, audit logs, and workflows that survive employee turnover.
Winners will not be those who prompt best. They will be those who build once and operate continuously—lead qualification, reporting, contract review, support triage—on a shared AI OS.
DOM's readiness model exists to help you see where you are on that curve—and what to build first.
From thesis → to system
Read the AI OS page →Want this implemented at your company?