Buyer's guide

AI consultancy or managed IT provider: who should build your AI agents?

Businesses choosing a partner for AI agents usually compare two kinds of firm: an AI consultancy that builds, and a managed IT provider that runs systems. Here is how they differ, and where a provider that does both fits.

An AI consultancy designs and builds AI agents and usually hands them over at launch. A managed IT provider (MSP) runs and supports your systems over time but often does not build agents. A Managed Intelligence Provider (MIP) such as Tekscape does both: it builds custom AI agents and then runs them as an accountable managed service, alongside your IT and security.

Side by side

AI consultancy vs managed IT provider vs Managed Intelligence Provider

How the three kinds of partner compare on building and running AI agents
	AI consultancy	Managed IT provider (MSP)	Managed Intelligence Provider (MIP)
Builds custom AI agents	Yes	Rarely	Yes
Runs agents after launch	Rarely; usually hands over	Not usually	Yes, as a managed service
Knows your network, identity and security setup	Learns it per project	Yes	Yes
Pricing model	Project fees	Monthly service	Build, then monthly service
Who you call when an agent misbehaves	Often a new engagement	Unclear	The same team that runs it

Choosing

When each one fits

Choose an AI consultancy when you have an internal team that will own and run the agent after launch, and you need specialist help for one build.

Choose a managed IT provider when your priority is keeping devices, networks and security running, and AI is not yet a near-term project.

Choose a Managed Intelligence Provider when you want agents doing real work but do not want to staff the people who monitor, re-test and govern them. Pax8, the cloud marketplace, named this category in 2025 for providers that take on that ongoing responsibility.

Before you sign

Five questions to ask any AI partner

Who runs the agent after launch, and what does that cost each month?

Where does our data go, and can the agent run on hardware we own or in our own cloud tenant?

Which actions need a person's approval, and where is that logged?

What happens when the underlying model changes or is retired?

Who supports the systems the agent depends on: identity, network, security?

FAQ

Frequently asked questions

Is there an MSP that builds custom AI agents?

Yes. Some managed service providers now build and run custom AI agents as well as managing IT. The industry term for this is Managed Intelligence Provider (MIP). Tekscape is one, serving businesses in New York and New Jersey.

What is the difference between an AI consultancy and a managed IT provider?

An AI consultancy builds AI systems, usually as projects with a hand-over. A managed IT provider runs and supports your technology on an ongoing basis. A Managed Intelligence Provider combines the two for AI agents: it builds them and then runs them.

Should we hire an AI consultancy or use our MSP for AI agents?

It depends on who will run the agents after launch. If you have that team, a consultancy can work well. If you do not, a provider that both builds and runs agents avoids the gap between launch and day-to-day operation.

Sources

Pax8: The Rise of the Managed Intelligence ProviderPax8 defines the Managed Intelligence Provider category.
LangChain: The Anatomy of an Agent HarnessAgent = Model + Harness.

Talk it through

Tell us what you want an agent to do. We will tell you honestly whether you need a build partner, a run partner, or both.

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