Aeshna Project
We designed a captivating website for Jean’s leadership consulting project with a special emphasis on drawing inspiration from nature.
View projectAI systems that amplify specialists
We design AI-assisted workflows inside real products — editorial pipelines, internal tools, and content operations — with humans owning judgment and quality.
Editorial & content workflows
Drafting aids, structured summaries, and retrieval over your CMS so editors move faster without surrendering brand voice.
Internal ops tools
Assistants that sit inside how your team already works — research, triage, documentation — with clear review steps.
Product integrations
Model APIs wired into WordPress or Next.js products, with guardrails around privacy, logging, and human approval.
Delivery amplification
We use AI in our own delivery carefully — never as a substitute for craft, always as leverage for research and iteration speed.
Selected related work
Into Unknown
An exploration-led brand project currently taking shape.
View project
Best Arguments
A structured space for better arguments — in progress.
View projectRelated thinking
How to rebuild trust? Step by step
Imagine that gravity suddenly vanishes from your home. It doesn’t happen with a bang—simply on a Tuesday, reaching for a mug of coffee, you
Continue readingKnow when to speak up and when to remain watching
Words carry unmatched power. Although we usually talk to achieve very mundane things like having the floor swept, the dinner cooked or knowi
Continue readingI solved 500 R-lang problems to learn R
For my doctoral studies I decided to learn R lang for data analysis. 1. Print “Hello World” 2. Take input name and age from the
Continue readingFrequently asked questions
- Do you build AI products from scratch?
- We focus on practical AI-assisted workflows inside real products — editorial pipelines, internal tools, and content operations — not speculative demos.
- Will AI replace our team?
- No. We design AI to amplify specialists: faster drafting, better retrieval, clearer ops — with humans owning judgment and quality.
- What stack do you use?
- Whatever fits the product: API-based model integrations, structured CMS content, Next.js front ends, and guardrails around privacy and review.
Trusted By Organizations Around The World
We operate by our philosophy of Trust, extending it as widely as it's borderline safe.
High trust results in higher speeds and in turn in lower costs, a 1x difference in trust results in a 3x difference in revenue.
Special stories from clients who became friends:
Over the past year it has been a privilege to work with Michał and his Team on a demanding web app project. His technical skills and eye for user experience are superb, delivering outstanding software design outcomes. Moreover, his cheerful professionalism and commitment to customer service made it a genuine pleasure to work with them. I recommend them without reservation.
Barrett Horne
Founder of Onfoot Consulting, Yukon, Canada
Collaborating on various projects has been great. Mike's leadership and expertise in web development and design exceeded my expectations. His team's ability to blend functionality with aesthetics is quite remarkable. I recommend Mike and his agency to anyone seeking web solutions. We have been working together for the past 5 years, and we don't plan to stop.
John Scherer
President of Scherer Leadership Center, Seattle, US
Our list of clients who became friends continues...
Principles on which we run
They are rules we have written together, subject to updates. They dictate how we act, especially in face of problems.
Teach to learn
To really learn, in a way that makes you able. You need to strengthen the neuronal pathways that are used during recall of information.
Venture into unknown
All we learned was great in the past. To act effectively, everyone needs to conquer their fear of the unknown.
Listen to understand
Deep empathic listening is the best peacemaking tool ever known to humans. The best tool to update your beliefs. The best way to show humility. The best way to be able to meet someone's wants. The most important element in making one's client's vision a reality.
Be fearful of certainty
Socrates always asked first how certain someone is about what they believe in. If the answer was 100%, there was no utility in talking and he wouldn't let himself go down a futile word battle.
Visit the balcony
We ask ourselves questions like: What is really going on here? What are the underlying concerns and motivations of all parties involved? What can I do to address the situation in a constructive way?
Experiment persistently
We test our ideas in small-scale experiments, gathering data and feedback along the way. We analyze the results, refine our approach, and repeat the process.
Ready to build?
Tell us what you are launching. We keep capacity tight so every project gets a real team.