We look at the process first, not at the tool of the month. If something can be done more simply, faster or without retyping data by hand, we look for a practical way to make it happen.
50bit automation and AI for people
We treat AI as part of a system, not as a slide deck. It can help with analysing documents, organising information, handling enquiries or preparing decisions — but the user stays in control of the process.
A good solution should take work off people, not ask them to watch yet another dashboard. That is why we focus on a clear workflow, control on the user's side and results you can see in practice.
Showcase
Things we have built
A few products for work and for fun that we run end-to-end.
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A free renovation planner for homeowners and tenants in Poland — painting, floors, bathrooms, installations or partition walls. It asks a few simple questions about the flat and the planned work, then lays out a plan: tasks in the right order, warnings, materials, tools and printable checklists. It helps whether you hire tradespeople, do the work yourself or mix both, and it works without an account.
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An online front desk and automated assistant for appointment businesses — hair and beauty salons, massage and tattoo studios, physiotherapy practices. It collects client messages in a single inbox, helps you answer them quickly, sends reminders about upcoming visits and supports marketing. Every business also gets its own page with online booking.
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A shared record of a private sale between two people — a used bike, a phone handed over in person, a camera sent by post. Kvitant walks both sides through the deal and keeps one closed record of what they agreed, what was paid and what was handed over, so neither side has to rely on memory or screenshots later. Currently in Polish.
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An open-source watcher for KSeF, Poland’s national e-invoicing system. Every 12 hours it checks whether new invoices have arrived for your tax ID and emails you the list with a PDF of each one. You fork it and run it on your own Cloudflare account, so your KSeF token stays with you.
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Checks a single page for cognitive accessibility — how easy it is to understand and to get through a task from start to finish. You give it an address, and the tool opens the page, analyses it and points out the places that may confuse or overwhelm the user. The report comes with ready suggestions: simpler wording, calmer colours and an ordered plan of fixes.
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A family of tiny browser games played as a chain. Your run changes the level for the next player, and the link you share takes them to that version, racing against your ghost. Each round takes seconds, works on a phone, and the server replays every run to check the score is real.
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A tactical single-player fantasy deckbuilder. You lead a small brotherhood through the regions of the world, and your enemy is not an army of monsters but the Nameless Shadow — a force of decay that feeds on fear and broken oaths. Three factions to choose from, each with its own style of play.
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Chess crossed with logistics. On the same board you move pieces and build the pipeline network that supplies them. You fight for resources and cut off your opponent's supply lines, and you can play solo or against someone online.
Articles
Notes from our work
Short, practical write-ups on automation, integrations and AI.
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What One Summarisation Pass Destroys
Summarise a corpus once, then answer from the summaries: one sentence in the summariser's prompt moved accuracy further than the choice of architecture, and compression discarded the names and thresholds before the decisions.
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Retrieval, Full Context and Agentic Search on a Corpus of Superseding Decisions
1,527 logged model calls on a corpus of repeatedly amended decisions: the expected failure — confidently stale retrieval answers — never appeared, and where it finally did, it was full context that broke.