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Decisions & strategy

AI consultant, agency or internal team?

Choose the responsibility you need before choosing a provider label. A clear decision, a working integration and ongoing ownership are different jobs.

The practical answer

Use a consultant when the decision or scope is unclear, a delivery team when a defined workflow needs to be built, and an internal owner for the process that will continue after handover. A standard software product can be the best option when it already meets the need.

Concept illustration of a structured AI decision workshop.
AI-generated concept illustration; not a client photograph.
Three responsibilities to assign
  1. Decide

    Which problem is worth solving and what should change?

  2. Deliver

    Who builds, tests and documents the chosen solution?

  3. Own

    Who operates the workflow and approves future changes?

1. Compare the options fairly

The title on a website does not tell you who will do the work. Some consultants implement; some agencies advise; an internal team may be the best builder. Ask for the people, responsibilities and deliverables behind the label.

OptionUseful whenCheck before hiring
Independent consultantYou need to challenge the problem, prioritise or compare options.Hands-on availability, delivery boundaries and continuity.
Implementation studio or agencyYou need several delivery skills and coordinated implementation.Named team, technical ownership, acceptance and support.
Internal teamThe workflow is central and must evolve continually.Capacity, relevant skills and a realistic maintenance allocation.
Software vendorA standard product fits the process and integrations.Data export, limitations, total licences and exit options.

2. Diagnose what is missing today

If stakeholders disagree about the problem, a delivery proposal will price uncertainty. Start with a short decision exercise: map the process, inspect examples, compare a simpler fix with buying and building, and write a recommendation with conditions.

If the team has an agreed outcome, authorised data, a process owner and test cases, another broad strategy phase may add little. Ask for a delivery plan and a first acceptance milestone. A supplier should be able to explain why a discovery step is necessary and what decision it resolves.

3. Ask questions that reveal how the work will happen

Ask providers to walk through an ordinary case and an exception. A polished demonstration is useful, but the handoff between people and software often determines the operating quality. Request an example of the documentation you will receive, with confidential details removed.

  • Who performs the analysis, implementation and review, and who is the accountable contact?
  • What would make you recommend an existing tool or no AI at all?
  • Which source code, configuration, accounts and documentation are handed over?
  • How are incorrect output, missing data and unavailable integrations handled?
  • What support is included and what happens if the original builder becomes unavailable?

4. How Khalid and Klicky fit these responsibilities

Khalid’s consulting offer helps frame the decision: which workflow to address, which options to compare and what to do next. A Decision Sprint is a bounded engagement around one decision; it should not be read as a promise to audit an entire company.

Implementation with Klicky covers a separately agreed delivery scope. Moving from advice to a build is an explicit decision, with its own deliverables and commercial terms. You can compare an external delivery option or use your own team. Confirm contracting, ownership and support in the proposal.

5. Choose a working arrangement, not a dependency

Keep an internal process owner even when the work is outsourced. That person decides what “good” means, obtains the necessary access and approves changes. No supplier can replace a business decision that nobody in the company owns.

Before signing, write down the first decision or deliverable, how it will be accepted and how you can stop or transfer the work. If responsibilities remain vague, clarify them before comparing day rates.

Assign responsibilities before choosing a provider

For each option, name who makes the decision, builds the workflow, approves access, accepts the result and supports it after handover. A missing owner is a scope gap, even when the supplier demonstrates a convincing prototype.

Provider comparison worksheet (CSV)

Download the table shown above. Replace illustrative records with authorised examples from your own workflow; this is a working template, not an assessment of your business.

Provider comparison worksheet (CSV)

References and further reading

Khalid Boudrari

Entrepreneur and AI consultant, I help service businesses improve their operations. I turn software choices into practical plans. My team at Klicky builds what we decide.

Khalid Boudrari

Start at the stage your team is actually at.

Unclear decision: explore consulting. Defined workflow: explore implementation. Both routes begin with the business problem and your team’s constraints.