We build AI systems with pragmatic intent

We help you figure out what you need and if you need it

About us

The status quo of the current AI system landscape is about throwing money at a problem in the hopes that it will get fixed, and if it does not, taking out a cannon filled with money and firing another salvo.

We believe that is very bad.

For this reason, our primary focus when building systems is: does it even make sense in your case to make one? What kind of costs would you expect? What about data privacy? And can it even be done with sustainable maintenance costs that will not explode in a year or two and pull down your whole business flow?

We have internalized these questions deeply in the way we do business.

We fully realize that strapping ourselves to the rocket of hype that is the AI wave would make more money, but that is not the right thing to do and neither is it sustainable.

We are not afraid to say how it is, even at the risk of losing a potential business partner or customer, and we bank on the future that when the use case that does make sense shows up for you and your business, you will remember us.

What kind of potential costs are we talking about?

Ultimately, you can not really do a good 1:1 comparison between the cost of a task and the equivalent human labor. But what you can do is do a rough cost estimate on what it would cost for AI to do a specific task.

If the math doesn’t make sense, it’s not worth doing. Use our free calculator to estimate what it costs to run a task with AI (inference, review, maintenance, and build).

The task examples are broad and basic, but it should give you a general idea. For a serious estimate, run a pilot on 50–100 real samples and plug in measured tokens (and review hours per task); beyond that, you can schedule a call with us.

Task type
Refine estimate

Estimated monthly AI task cost

170,70 €

17,07 € per task

* Monthly TCA using OpenAI list pricing, your review hours × rate, task-type token presets (or pilot tokens if set), plus any maintenance and amortized build. API inference is often only part of production TCO; use the full calculator for the full worksheet. For a serious estimate, pilot 50–100 real samples and measure tokens.

Open full calculator Adjust the model, risk premium, and explore the full worksheet

Confused? No worries, send us a message in the contact form or schedule a free consultation.

An example of what we can do

Live AI assistant demo

Try out our proof of concept assistant, ask questions about Enfluidity. Or even better ask the assistant to gather up the current OpenAI and Anthropic API pricing and compare it to its previous price it has gathered.

Built with fully realized MCP servers and LiteLLM for plug and play model exchange, a small example of how we design AI systems.

Open the demo →

Frequently asked questions

What services does Enfluidity offer?
Enfluidity offers custom AI development tailored to your workflows, AI and strategy audits that honestly assess where AI makes sense (and where it does not), and legacy system integration that brings modern AI to your existing tools without costly rip-and-replace.
Will Enfluidity build AI I do not need?
No. Before building anything, we ask whether AI makes sense for your case: expected costs, data privacy, and whether maintenance can stay sustainable over time. We would rather tell you the honest answer than sell you something you do not need.
What does it cost to run a task with AI?
Use our free AI task cost calculator to estimate monthly TCA for a workflow: inference, review hours × rate, risk premium, maintenance, and amortized build. Task-type presets are tokens-per-task ballparks; pilot 50–100 real samples for measured tokens. A simple version is on the homepage; the full worksheet is at /task-cost-calculator. We do not treat human labor hours as a guaranteed 1:1 ROI.
Does Enfluidity integrate AI with legacy systems?
Yes. Legacy system integration is a core service. We bring modern AI capabilities to your existing tools without requiring a full platform replacement.

Get in touch

Prefer to skip the form? Email the co-owner aigars.ozolins@enfluidity.com directly. Or message us on LinkedIn.