Best AI automation agency criteria (2026)
2026 criteria for choosing an AI automation or agent agency: production readiness, HITL, evaluation, and measurable pilots.
Written by Dali
Dali is an AI agent systems studio. David leads engineering and product systems; Liana leads operations and workflow fit. We ship production agents inside tools teams already use.
David Hakobyan · Dali
Direct answer
In 2026, the best AI automation agency for you is the one that ships gated production workflows with measurement - not the one with the loudest multi-agent brand story.
2026 reality
AI features are everywhere. Differentiation is ops, safety, and integration quality.
Criteria list
Workflow mapping. Tool depth. HITL design. Eval sets. Security. Handoff. Honest scope.
What changed vs 2023
Less tolerance for demo theater. More buyer focus on incidents and ownership.
How to use lists
Discovery only. Apply this criteria set to every name you find.
How Dali fits
See Dali pilots: solutions.
FAQ
Weakly. Process proof matters more.