Managed AI or an internal hire: start with the work

Choosing between an AI hire and a managed service starts with the responsibilities you need covered.

Illustration of a balance scale weighing one large gradient tile against a stack of five smaller purple tiles

Choosing between an AI hire and a managed service starts with the responsibilities you need covered. Building new software, supporting a deployed workflow and deciding how employees may use information are different jobs, even when all involve AI.

Write down the work before comparing a salary with a service fee. Otherwise, two prices may describe very different levels of responsibility.

Define the job the business needs done

List the workflows you use or want to introduce. For each, identify the business owner, users, source information, connected systems and consequence of an incorrect result.

Then distinguish new development from ongoing operation. Do you need someone continuously designing a product, or do you need agreed business workflows kept useful as employees, information and applications change?

An internal role may suit work that is central to your own product and requires close daily direction. A managed relationship may suit defined workflows for which you want continuing support and responsibility. Neither choice removes the need for a business owner inside your company.

Ask who owns the work after launch

Use the same questions when evaluating a candidate or provider:

  • Who notices and investigates a failed or incorrect result?
  • Who maintains access, connections and approved source information?
  • Who approves changes to the workflow's purpose or authority?
  • Who answers user questions and keeps instructions current?
  • Who handles an absence, handover or change of provider?

Ask to see how the proposed responsibilities will be documented. Recommendations should explain the information behind them, and the operating plan should name who is responsible after implementation.

Separate advice, implementation and ongoing ownership

When comparing an adviser, consultant, employee or managed provider, ask which part of the work each will own. Someone may recommend an approach without implementing it; someone may build a workflow without supporting it afterward.

Before choosing, ask for the proposed decisions, deliverables and handoffs. Who helps the business set priorities? Who puts the agreed use case into operation? Who remains available when its inputs, users or connected systems change?

A role title is less useful than a clear division of responsibility. Choose the arrangement that covers the work you need, and name any responsibilities that remain inside your business.

Compare the full commitments

For a hire, consider compensation, recruitment, management time, software, development support and coverage when the employee is unavailable. Use your actual hiring plan rather than a generic salary estimate.

For a service, identify the recurring scope, setup work, licensing, usage charges, change boundaries and transition terms. Ask which activities remain with your business and which would require additional scope.

Compare both options against the same set of tasks. A service for a few agreed workflows is not a substitute for every function an internal engineering team might perform.

Understand ProIncident's ongoing AI relationship

Managed AI is $2,500+/month* for ongoing support, governance and improvement for up to 3 standard workflows. The definition and limits of the agreed workflows belong in the scope discussion.

*Software licenses, cloud usage, and other third-party charges are additional unless expressly included in your proposal.

A recurring Managed AI relationship can stand independently of Fully Managed IT. You do not have to purchase both services. AI Adoption Review and AI Launch are steps toward or within an ongoing managed relationship, with AI Launch focused on one clearly defined business use case.

New systems, major workflows and substantial integrations require separate scoping. The useful question is whether the agreed responsibility matches the work you want looked after.

Frequently asked questions

Is a managed service always cheaper than hiring?

No. The comparison depends on the work, service scope and employment costs. Compare responsibilities and total commitments before drawing a conclusion.

Does our team still need to be involved?

Yes. Your business sets priorities, provides context and approves business decisions. Technical support cannot replace the judgment of the people who own the process.

Do we have to sign Managed AI before an AI Adoption Review?

No. The $3,500 AI Adoption Review can be the paid starting point. It is designed to determine whether useful AI work—and an ongoing Managed AI relationship—makes sense for your business. ProIncident does not pursue unrelated one-off AI consulting projects.

Make the responsibility clear before choosing

Bring the AI work that needs an owner after launch. We can discuss the responsibilities, business involvement and recurring arrangement that fit.

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