Cheaper to replace than to understand
A piece of electronics, almost working, one part missing. The repair cost more than a new one. That calculus reshaped how we treat physical objects, and it is now arriving for software.
AI that does real work
for your business
Solveion is an independent AI consultancy. We train teams, advise on where AI fits, and build custom systems that stand up to daily use.
What we do
Three ways to work with us
Different starting points, same goal: AI that pays for itself in your organization.
AI training
Hands-on programs built around the work your team already does, not generic demos. People leave with skills they can use the next morning.
Learn more →Consultancy
Honest advice on where AI helps your business, and where it does not. We help you pick the few problems worth solving first, then help you solve them.
Learn more →Custom development
Assistants, automations, and retrieval systems built around your data and your processes. Designed for daily use rather than for a demo.
Learn more →How we work
Quiet principles, consistently applied
I
Understand before advising
We start by learning how your business actually runs. Once a problem is well understood, the right use of AI tends to be obvious. Until then it stays invisible.
II
Prove value in small steps
We look for the smallest version of an idea that can prove itself in real use, ship that first, and let the results decide what comes next. Long roadmaps can wait.
III
Leave you self-sufficient
Your team should be able to understand, run, and extend whatever we build together. If you would need us around forever, we did something wrong.
Notes & perspectives
View all posts »Short essays from our work on AI adoption in practice. No breathless predictions.
The model that refuses mid-incident
During a live security incident, the AI you depend on can decline to help, because the work of a defender looks a great deal like the work of an attacker. That is an argument for owning a model you control, not for abandoning safety.
Twenty apps, three survivors
One of us has built close to twenty applications in the past year. Three are still in use. That ratio looks like waste, and the interesting question is whether it is. A case that the current building spree is a honeymoon phase, and what it is buying.
The Copilot discount is a loan
A flat $30 seat that includes frontier-model usage is a promotional price, whoever is paying the difference. Companies are adopting Copilot because it is cheap and easy to govern. Both of those are real advantages. Neither answers the question that arrives at renewal.
Before you ask
Honest answers to fair questions
Do we need to be "AI-ready" before talking to you?
No. Most of our work starts exactly where you are: messy data, no strategy document, a few experiments that went nowhere. Understanding that starting point is part of the job.
Which tools and models do you work with?
We are deliberately independent. We work across the major model providers as well as open-weight options, and we recommend whatever fits your constraints on cost, privacy, and capability. We resell nothing, so the advice is the product.
What does a typical engagement look like?
It usually begins with a short conversation about what you want to achieve, followed by a focused first piece of work. That might be a training session, an assessment, or a small working prototype. We keep first engagements small on purpose, so both sides can judge the fit on evidence.
Will you tell us if AI is not the answer?
Yes, and we have. Some problems are better solved with a simpler process, better tooling, or no change at all. Saying so early costs you less, and it costs us less than a project that should never have started.
Tell us what you're trying to solve
A short conversation is usually enough to tell whether we can help. If we can't, we'll say so plainly.