Insights
Where to start with AI when you run a small business
Skip the strategy deck. The first useful AI project is usually the task your team already complains about.
By DFA Solutions
All insightsStart from the complaint, not the technology
The most common mistake we see is picking a technology first and then hunting for a problem it might solve. It is the wrong order, and it usually ends with a tool nobody opens after the first month.
Start instead with the work your team already complains about. The tasks people describe as "every single week" are the ones worth examining, because they are repetitive by definition.
A short exercise
For one week, ask your team to note any task that meets three conditions:
- It happens repeatedly, at least weekly.
- It follows rules you could explain to a new hire.
- Doing it does not require judgement about a person or a relationship.
Tasks hitting all three are automation candidates. Tasks hitting two are worth a conversation. Tasks hitting one usually are not.
Judge candidates by the boring numbers
For each candidate, estimate the time it takes each week, how often it goes wrong, and what a mistake costs to fix. A task that takes twenty minutes a week is rarely worth a project. A task that takes six hours a week, or that causes an expensive error once a quarter, usually is.
Do one, finish it, then decide
Pick a single candidate and see it through to something your team actually uses every day. Finishing one small automation teaches you more about your own readiness than any strategy document, and it gives you a real number to compare the next candidate against.
If nothing on your list clears that bar, the honest answer is that automation is not your bottleneck yet. That is a perfectly good outcome — and cheaper to learn now than after a six-month project.