Everyone wants AI agents right now.

But here’s the uncomfortable truth!

Most teams aren’t failing because AI is weak; they’re failing because they’re dropping agents into broken workflows. OpenAI’s Frontier and Oracle’s new agentic apps both show where the market is heading: integrated, workflow-level AI, not random add-ons.

So before you build:

• fix the workflow

• define the handoffs

• decide what humans still own

• design for trust, not hype

That’s why this shift is bigger than “adding AI.”

A useful next step for serious teams: AI Native Development Services