Useful AI is boring in a good way.
Good starts
FAQ assistants, appointment reminders, and internal checklists.
Next step
Automate a bounded task with a human fallback
Use the following worksheet to turn this article into an operating decision. It is a practical plan for a Bangladesh small business, not a claim about a particular client or an industry benchmark. Adapt it to your current workflow and constraints.
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Choose a repetitive, observable task such as categorising incoming enquiries. Define what a correct result looks like.
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Use approved examples and remove unnecessary personal details. Test ambiguous requests and instructions that try to override the task.
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Keep a review route and log failure categories without retaining private conversations unnecessarily. Stop automation if the error cost exceeds its usefulness.
Write this before requesting proposals
Describe the current process, the failing step, the intended users and what a correct outcome looks like. Prepare representative test data so suppliers can demonstrate the same task. Ask separately about recurring costs, third-party dependencies and work excluded from support.
When to change the plan
Resolve missing access, failed acceptance checks or unclear team ownership before paying for the next stage. Use evidence from a small pilot. If scope grows, agree revised time and costs rather than relying on unsupported guarantees.