Implementation partners

Your client wants AI. How do you scope the implementation?

A client can know what hurts before they know what needs to be built. They ask for an agent, a chatbot or an integration because those are the pieces they can name. Good Remedy works with the client and implementation firm to form the operation behind that request: the job, the people, the existing systems, the decisions and what has to happen when circumstances change. Then we agree on a complete first part to build.

The request is a starting point

Consider a client asking for an AI assistant to answer customer questions. The assistant needs information. But the service team also needs to know when an answer creates a commitment, who can change that commitment, and what delivery must receive. Connecting the assistant to documents will not settle those questions. The client may be describing a service operation through its most visible component.

Showing that wider operation gives the client a choice. Keep the first build narrow if that is what the business needs. Make its connections visible so the second build does not require undoing the first. A larger view should help control scope, not become an excuse to sell everything.

When the client asks for one piece

A client asks for an agent to review incoming requests. Building the review is only part of the job. Someone must establish which requests belong in the queue, what information the agent may use, what counts as a complete request, and where an uncertain result goes. The work also needs an owner after the implementation team hands it over.

These questions can change the scope of the build. Resolving them early gives the client and implementation firm something concrete to agree on, including what the first release will leave for later.

Follow the work through the people

Leadership may describe a growth goal. A department head translates it into a plan. An associate works through the actual queue, exceptions and customer conversations. The implementation has to connect those levels. A strategy that never reaches the work and an automation that cannot account for the strategy are both incomplete.

For the builder, that means agreeing on more than a successful API call. What does the next person receive? Can they tell what was decided? What happens if the request changes after that decision? Those answers belong in the build and its acceptance checks.

What the shared work produces

  • A map of the operation from incoming request to completed outcome.
  • An inventory of existing applications, records and AI tools, with a decision about what to keep or connect.
  • A buildable agreement covering inputs, outputs, responsibilities, exceptions and acceptance criteria.
  • An implementation plan with a coherent first release and an explicit path to the wider operation.
  • A handoff showing how the operation will be supported and changed after launch.

How the responsibilities can fit

Good Remedy can help form the work, define the operating architecture and participate in the agreed build. The implementation firm can contribute its client relationship, delivery team and platform specialization. The client retains the decisions that belong to its business. The actual division of implementation, support and commercial responsibilities is agreed for the engagement.

For example, a CRM implementation firm might build the integration while GR works with the client on what an approved account means, which exceptions need a person and what the delivery team must inherit from sales. This is an illustrative arrangement, not a report of a completed customer engagement.

A useful first conversation

Bring the client request, a description of the current process and the systems already involved. Identify where the team is confident and where it is still guessing. A useful outcome is an agreed next piece of work, its owner and the evidence needed to judge it.

Common implementation questions

Do we have to replace our implementation team?

No. The engagement can be designed around the firm's existing team and technical strengths. Responsibilities and access should be agreed before work begins.

Is this just a requirements document?

The work should result in an operation that can be built, tested and used. Documentation supports that outcome; implementation responsibilities and deliverables belong in the agreed scope.

Can we start with one client function?

Yes. Start with a function that has a clear beginning, outcome and owner. Define how it connects to the rest of the client's work.

Bring us the operation.

Tell us what needs to happen, what you already use and where the work gets stuck. We will use the conversation to see whether there is a useful first step.

Talk about this work

Published by Good Remedy. First-engagement pricing is introductory where shown; standard pricing applies after the introductory engagement. Unusual complexity is confirmed before work begins. Examples are illustrative unless explicitly identified otherwise.