We are AI-enabled software consultants
Every detail—from architecture to deployment—is handled with rigor, ensuring clarity, performance, and long-term maintainability.
We design and deliver systems that are technically rigorous and commercially impactful.
We embed AI into core workflows, decision-making, and product architecture to create durable advantage.
We translate complex opportunities into elegant, production-ready solutions.
We build with precision, scalability, and a clear understanding of business context.
Built for impact
We combine deep engineering expertise with AI to deliver solutions that are practical, scalable, and grounded in real business outcomes.
AI that actually ships
We don’t just prototype—we design and deploy production-ready AI systems that integrate with your existing stack.
Measurable advantage
Our work is defined by outcomes: faster operations, smarter decisions, and capabilities that compound over time.
Transforming Ideas into Intelligent Solutions
Software consultant specializing in AI/ML integration, custom model development, and intelligent automation for forward-thinking businesses.
"We are better than AI. We are human."
Real thinking.
Real people.
Crafted, not generated.
Invented, not imitated.
The future needs
more humanity.
Not less.
AI can replicate patterns.
Humans create meaning.
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Latest Articles
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Drupal asks for keycloak secret. What is that, where do you get it?
Turns out, our client needs to have Client authentication enabled:
then you will have a new tab credentials where you will see the client secret.
20250911 Daily Scrum
Lost my laptop, possibly due to a virus, and now I have to rebuild it. Yeah, losing a laptop is hard. On the one hand, I have to be ready for such unfortunate events. And I actually am ready - I have a recent backup. I have non-recent backups, as well. Most important things are also duplicated in the cloud. Some heavy files like videos aren't backed up, but I'm actually not losing much there. And I managed to back up text files and important small files of the most recent days, via a tether. So I'm good, overall.
How I set up the docker image with systemd and sshd
For testing ansible roles, I need a docker container that runs systemd or init - a container in which services can be enabled. I also need this container to be accessible via ssh. This way, I don't have to spin up cloud resources (which are not free) in order to test doing something on a remote.