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Practical AI project guide · By Yes AI

Hand an AI workflow to the team that will operate it

A working demonstration does not show that the receiving team can operate the service tomorrow. Handover needs to cover ordinary tasks, exceptions and the people responsible for them. Use this guide to define operational acceptance before the delivery team steps back or a pilot becomes part of everyday work.

Identify the service and receiving owner

Describe the workflow being handed over, its users and the business task it supports. Name the person accountable for ordinary operation and the people who handle technical support. State which parts remain with the implementation provider under the agreed arrangement. Include scheduled work and connected systems, not only the screen staff see. The receiving owner should know which process is authoritative and which trial or older process will be retired after acceptance.

Provide instructions around actual staff tasks

Explain how staff find new work, review results, correct an item and locate unfinished tasks. Use the terms and screens the team will encounter. Include the known limits and which decisions still need human approval. Keep a short operating guide linked to more detailed technical material where necessary. Avoid handing staff a collection of configuration screenshots without explaining the next action. Test whether a person who did not build the workflow can use the instructions to complete an ordinary task.

Check access and service ownership

Confirm that the approved operators can reach the required systems using the organisation access process. Identify owners for service accounts, renewal notices and provider support contacts without copying credentials into the handover document. Ask the technical owner to explain dependencies on individual staff accounts. Arrange any necessary ownership transfer through the approved process. Do not remove the implementation team access before confirming who will support the service, and do not leave temporary access indefinitely without a recorded owner and review decision.

Demonstrate exception handling and recovery

Choose representative failures within a controlled test scope, such as an unavailable destination or an item missing required information. Have the operator find the affected work, pause the relevant process and follow the agreed escalation route. Check how uncertain outcomes are reconciled before replay so an action is not duplicated. Record what the team can recover itself and what needs specialist help. A support email address alone is insufficient when staff do not know what to do with work that is waiting.

Rehearse a fictional team takeover

In a fictional business, a new intake workflow creates internal review tasks. During handover, an operations colleague follows the guide to handle an ordinary request and then an internal test with an unavailable destination. They locate the pending item and contact the named support owner without the builder taking over the demonstration. A missing instruction is corrected and that step repeated. The receiving team accepts the demonstrated scope while an untested reporting feature remains clearly outside the handover.

Record acceptance and remaining responsibilities

List the tasks demonstrated, limitations, open issues and owners. Record when the receiving team accepts responsibility and any agreed support transition. Check that obsolete instructions and duplicate scheduled processes are addressed through the approved plan. Keep the operating guide versioned with the service so later changes do not leave staff using old steps. Review the first period of normal operation against the handover assumptions. Completion means the team has accepted a defined service with known responsibilities, not that future support will never be needed.

Before you approve the workflow

  • The service and receiving owner are named.
  • Operators demonstrate ordinary tasks using the instructions.
  • Access, support and recovery responsibilities are checked.
  • Acceptance records limits and outstanding work.

Continue planning

Turn the project decision into an agreed next step

Describe the business process, project stage and decision you need to make. We can discuss scope, evidence and who should own the next step. Keep confidential records, credentials and sensitive commercial details out of this enquiry.