We're an AI advisory and solutions firm for small and mid-market organizations. Four decades of enterprise experience, applied to the workflows, decisions, and operations that actually move your numbers.
Every engagement starts the same way — by defining the real problem. The form the solution takes depends on what actually moves the needle.
Purpose-built applications that put AI to work on a specific, recurring human problem.
Hands-on guidance that frames the problem, designs the response, and owns the result.
Clear, detailed deliverables that make the path forward unmistakable.
Most AI work starts with the technology. We start with the problem — because a solution only matters if it actually removes what's in the way. AI is our main tool, never the point.
See how we workDefine the real problem before proposing anything.
Frame the real need and what a measurable win looks like.
Apply the right technology as the tool, not the goal.
Deliver tangible results and prove they moved the needle.
Every engagement names its win before the work starts. We agree on the number, we agree on how it gets measured, and we hold ourselves to it — so success is something we can point to, not just claim.
Free · No pitch
About to spend money on AI? Send me the plan first — I'll tell you honestly if it's likely to work, and the one thing to fix before you commit.
Jaime ZapiainFounder
I read every plan myself. No junior, no template. More about Jaime →
How it works
A few sentences plus five quick questions.
Worth building, fix first, or don't — and why.
The single move to make before you spend.
What comes back — a real example
Verdict: Fixable first — don't fund it yet.
The thing most likely to sink this isn't the bot — it's that nobody's measured what your support costs today, so six months in you can't tell if it helped. The fix: measure one month of tickets before you build.
Tell us what's in the way. We'll come back with a path.
Start a conversation