How do you integrate an agent mesh network into an enterprise stack?

The answer

The mesh is not the hard part

An agent mesh network gives you discovery, identity and a shared record between agents that do not share an owner. None of that tells your organisation what those agents may do inside your systems once they are found and verified. That is the part every mesh integration underestimates, because it is invisible in a demo and expensive in an incident.

The work that actually takes the weeks is the same work described on this practice’s agent infrastructure capability: an authority model, a signing boundary, and a rollback that has been rehearsed rather than assumed.

The four decisions to make first

Which of your systems an external agent may read from, and which it may write to — usually a much shorter list than the one drafted in the first meeting.

Whether an agent proposes or commits. A mesh agent that writes directly to a system of record has removed the one control point that makes the integration auditable.

What identity the mesh’s agents present to your systems, and whether that identity survives a dispute — a verifiable credential is not the same thing as an authenticated session.

What a bad action costs to reverse. If the answer is "we would have to call someone", that action does not go live until it has a designed rollback.

What breaks when this is skipped

The integrations that fail are the ones that treat the mesh as an API to call rather than a coordination partner with its own agents, on its own schedule, acting on incomplete information about your systems. The fix is not more monitoring after launch; it is bounding what an agent can do before launch, which is the entire discipline behind this practice’s agent infrastructure capability.