Which business task is a good first AI project?
Choose a repeated task with available inputs, a result someone can judge, and a manageable cost if it goes wrong. Start with one team and compare the whole job before and after, including checking and corrections.
Scroll sideways to read all columns.
| Candidate task | Useful first scope | Question before starting |
|---|---|---|
| Preparing a weekly report | Gather approved records and draft a report for review. | Can the reviewer trace each figure to its source? |
| Answering internal document questions | Search one approved collection and show supporting passages. | Can we enforce access and recognize missing evidence? |
| Sorting incoming requests | Suggest a category and owner; let staff confirm. | Do we have examples of ordinary and difficult requests? |
| Changing important records | Begin with a proposed change and a named approver. | What would a wrong change affect, and how would we reverse it? |
Find repeated work with a clear finish.
Look for work with a predictable start, such as a weekly brief, service request, or review pack. Describe the finished result and where it goes next. A stable output is easier to test and connect to other systems.
Check the information the task depends on.
List the documents, records, and tools needed, then confirm access. Check whether sources are current and their meaning is documented. Note information that exists only in someone’s memory. Include location, confidentiality, and language requirements when choosing providers and data flows.
Keep an early deployment defined.
Start with a defined job, such as gathering approved records and drafting a report for review. Agree which actions run automatically and which need approval, especially record changes and external messages. Give staff a way to stop the workflow, inspect progress, and finish manually.
Measure the complete job.
Measure the current preparation, checking, corrections, and follow-up. Compare that effort after introducing AI, along with quality and running cost. Include the time people spend finding sources or repairing results before they can use them.
Agree what earns a wider rollout.
Test routine and difficult cases with the team that will run the system. Agree the results needed before increasing volume, access, or permitted actions. Record remaining limits in the operating guide. Active K Digital can help build the pilot, test cases, review steps, and handover plan.
Your starting checklist.
- Choose one recurring task and a named owner.
- Define the expected output and its next user.
- Confirm source access and information handling boundaries.
- Agree permitted actions, review points and manual recovery.
- Measure accepted results, review effort and operating cost.