Short answer
Don't choose the first AI application based on the most impressive demo. Start with a task the team does often, with accessible information and a result that is easy to check. This could be answering a customer question, drafting a proposal or routing incoming requests to the right team. The application can show its value when it can be tested with a real user in everyday work.
Which task should we address first?
Compare candidate tasks side by side and answer these five questions:
| Criterion | Question to ask |
|---|---|
| Frequency | How many times does this task actually come up each week? |
| Data | Where is the required information, and is it up to date? |
| Repeat | How often do similar steps repeat? |
| Risk | Who would an incorrect answer or action affect, and how? |
| Task owner | Who will use the application, and who will evaluate the result? |
Even when frequency is high, scattered data may need to be organized first. If risk is high, the application can start by preparing drafts; permissions and checkpoints can be expanded later.
How do you define the boundaries of a first application?
Define the user, input and output, rather than saying “Let's add AI to sales”:
- Input: A customer emails a question about a product and its delivery.
- AI task: The assistant finds the answer in the current product document, flags missing information and prepares an appropriate response.
- Output: A customer response or a draft for the sales team is produced.
- Kontrol: Standard questions can be answered directly within defined boundaries; price exceptions and uncertain information go to the relevant employee.
This makes it clear what the team will open, what AI will do and when it will hand over. How the response will be updated when the information source changes is also part of the scope.
A plan first, or straight to an application?
If the task to choose, data sources or priorities are unclear, a detailed AI Transformation Plan is useful. This work ranks candidate applications and clarifies the scope of the first one. If the task, user and required connections are already clear, you can move directly to the application scope and proposal. The short Fit Call discusses which path is appropriate.
What do you check during initial use?
- Does the application complete the expected task in real work examples?
- Can incorrect or incomplete answers be detected and corrected?
- Does the screen, message or record the team will use fit their daily work?
- Do situations requiring a handoff reach the right person?
WhiteGate helps you choose, build and launch the first application with your team. Tell us about your company's work; let's decide together where to start.