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Enterprise AI agents vs SMB pilots: different games

How enterprise AI agent programs differ from SMB pilots in governance, procurement, risk, and timeline.

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

Enterprise programs optimize for governance, security review, and multi-stakeholder rollout. SMB pilots optimize for one painful workflow and fast learning. Do not copy enterprise theater into a five-person company.

Enterprise needs

SSO, data residency, audit logs, vendor risk, change boards, phased rollout.

SMB needs

Clear owner, fixed price, quick acceptance test, minimal ceremony.

Shared truth

Both need gates on irreversible actions and honest measurement.

Vendor mismatch

Enterprise-only firms overwhelm SMBs. SMB freelancers under-serve enterprise controls.

How Dali fits

Start narrow regardless of company size: solutions.

FAQ

  • Sometimes, with security review. Do not assume.