Most companies don't have a shortage of problems worth solving. They have a shortage of starting points.
From the outside it can look like there's no demand for change. No urgency. No ideas. But the minute I actually sit down with an owner or an operator, that picture falls apart fast. Within five minutes I usually have a list I couldn't have guessed from the website.
Reports that take two days to assemble. The one employee who "just knows how it works" and becomes the bottleneck whenever they take a vacation. Documents nobody can find. Manual reviews everybody hates and nobody questions.
The problems were there the whole time. They just hadn't made it onto the page.
Why the good stuff stays invisible
Most leaders are too busy running the business to keep a running tally of friction. The workarounds become normal. The six-email approval chain becomes routine. The person everyone depends on becomes accepted risk instead of a problem to solve.
Eventually the pain stops feeling like a problem and starts feeling like reality. That is why "what could be improved?" almost always gets a shrug. It is too open. There is nowhere to land.
Ask something narrower and the room changes. What gets rebuilt every week? Where do people wait on one person? What gets copied by hand between systems? What task makes your best people roll their eyes? What falls apart when someone is out sick?
Now you get answers.
The first sentence matters more than the plan
A lot of worthwhile projects never start because people think they need the whole solution before they can begin. They don't. They need a sentence.
Not a roadmap. A sentence. Something like:
- Our monthly reporting takes too long.
- Customer requests get lost.
- We re-enter the same data in three places.
Once a problem has a name, the useful questions almost ask themselves. How often does it happen? Who feels it most? What does it cost? Why does it exist? What small change would help first? That is how a vague frustration turns into something you can actually scope.
Where AI vendors lose people
Most pitches start too far downstream — leading with the platform, the demo, the "transform your business" line. Meanwhile the buyer is still staring at a blank page, and the pitch lands in a vacuum.
Nobody wakes up thinking "we need a large language model." They wake up thinking, "why does everything grind to a halt when Susan is on PTO?" Or, "why are we still doing this by hand?"
That is the language real projects start in.
Start smaller than you think you should
You don't need a scoped initiative to get going. You need a starting point.
One annoyance that keeps coming back.
One workaround that quietly costs money.
One manual step the team resents but tolerates.
Pick the one that has been bothering you the longest and write it down.
That alone usually surfaces hidden costs, duplicated effort, preventable delays, and automation opportunities that were sitting there in plain sight.
I have seen projects begin with sentences as simple as:
"Every Friday morning someone rebuilds the leadership report by hand."
"Everything slows down when this one person is out."
"We keep fixing the same issue every quarter."
"Nobody trusts the spreadsheet."
Those are not small complaints. They are often the visible edge of a much larger operational problem.
The blank page is the hardest part. Once there are words on it, the rest gets easier.
A practical way to begin
If you are stuck, don't ask:
"What should we do with AI?"
Ask:
"What feels unnecessarily hard right now?"
The second question usually produces better answers.
Most businesses don't need more ideas. They need help getting the first real one onto the page. If you have that sentence already and want to see what scoping it actually looks like, the Solution Brief Builder is built for exactly this. About ten minutes of guided questions, ending in a structured brief you can take to a planning conversation.
Final thought
Some of the best projects I have worked on didn't start with a strategy session or an executive offsite.
They started with one sentence, usually said with a little exasperation:
"This is driving us crazy."
That was enough to begin.
If one sentence came to mind while reading this, that may already be your starting point.