Nobuna is run by two people who work in the field every day — an SEO specialist and a software engineer.
When large language models became widely accessible in 2022, we were curious, but skeptical. Not about the technology itself, but about the promises around it. We didn’t want to talk about AI. We wanted to see whether it could actually reduce manual work, speed up operations, and make businesses more efficient.
So we started experimenting.
Content automation, internal documentation search, customer support workflows, data handling — we tested ideas in real projects. Some tools were overhyped. Some were surprisingly useful. Over time, especially with the rise of AI agents in 2024, the conversation shifted from “interesting” to “applicable.”
AI agents were no longer demos. They were becoming operational tools.
We began implementing them in production environments: automating repetitive communication, connecting models to CRMs, building internal assistants for teams, streamlining reporting. Not as experiments, but as working systems that had to deliver measurable results.
By 2025, one thing became obvious: there is a lot of content about AI, but very little practical evaluation. Many reviews are written for visibility. Others are influenced by partnerships. Very few are written by people who actually tried to break the tools before recommending them.
Nobuna exists to fill that gap.
Every review on this site is based on direct experience. If we analyze a platform, we have tested it ourselves. We look at limitations, real costs, integration complexity, and long-term viability. We are not affiliated with product companies and we do not promote tools out of obligation.
Our readers are founders, operators, marketers, and developers — people between 20 and 50 who are not interested in hype. They want clarity. They want to know what works, what doesn’t, and where AI can genuinely create leverage.
AI is not a shortcut. It is a system component. When implemented properly, it removes routine and frees up strategic time. When implemented poorly, it adds another layer of chaos.
We focus on the first outcome.
If your goal is to automate processes, delegate repetitive work to AI agents, and integrate LLM-based systems into your business in a controlled way — welcome to Nobuna.