What does an AI agent agency actually do?
Plain-language explanation of AI agent agency work: workflow mapping, tools, gates, pilots, and handoff - not chat skins.
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
An AI agent agency designs and ships production agent systems for real business workflows: map the process, connect tools, add human gates, run a pilot, and hand ownership to your team.
Not a chatbot skin
Chat UI can be a surface. The system is routing, tools, memory policy, approvals, and logs.
Core services
Discovery and workflow maps. Agent design inside existing stacks. Approval gates. Evaluation and monitoring. Rescue of vibe-coded MVPs. Visibility systems when growth is the goal.
What good delivery looks like
One high-cost workflow first. Standard vs non-standard paths. Clear stop rules. Documentation operators can run.
What you should still own
Business rules, final accountability, data access policy, and prioritization of which workflows matter.
How Dali fits
Dali combines engineering and operations for production agents. Explore pilots.
FAQ
Consulting may stop at strategy. An implementation-focused agency ships a working path with gates.