NexTutor
A full learning platform built for Polish secondary education and Matura preparation. Curriculum learning, knowledge mapping, gap diagnostics, mock exams and AI-assisted learning — in one integrated system.
Nex41 is an AI Innovation Lab. We design, build and operate focused digital products across education, creative work, decision intelligence, AI collaboration and interactive systems.
Architecture first./AI where it matters./Products built for the real world.
01 Products · Available now
Nex41 doesn't stop at prototypes. The products below are in production, in people's hands — open them right now.
A full learning platform built for Polish secondary education and Matura preparation. Curriculum learning, knowledge mapping, gap diagnostics, mock exams and AI-assisted learning — in one integrated system.
An AI writing coach that teaches the craft of fiction — strengthening the writer's voice without writing the story for them.
Open TellerCraftA roleplaying platform where players create characters, enter different worlds and shape persistent interactive stories guided by an AI Game Master.
Open AnyVerseA director-led multi-agent workspace — one shared context, directed rounds and an ADR-style decision log. You choose who speaks, when and on what.
Open DirectorHubA university admissions planning tool that helps students understand which Matura subjects and results they need for their chosen degree — or see where their existing results can take them.
Open RadarStudiów02 The common thread
We build systems that turn complexity into structured interaction — where AI structures complexity, and people remain in control of the decisions that matter. Every product is designed around the same loop:
structured state
evidence
interpretation
decision / action
outcome
feedback
Nex41
Product Loop
Education
goal & knowledge → evidence → diagnosis → next action
Markets
market state → setup → evidence → decision → outcome
Clinical work
clinical context → evidence → structured support → professional judgement
AI work
context → agents → deliberation → decision → decision log
Creative work
draft → diagnosis → focused practice → stronger craft
Interactive worlds
world → character → choice → consequence → evolving story
03 How we build
Understand the problem's real structure before writing anything.
Define the system: states, rules, data, decisions.
Engineer the product end to end — data, models, interface.
Put the product in front of real conditions and track what actually happens.
Feed the evidence back into the system.
AI-native by design. AI is embedded throughout our research, architecture, engineering and validation workflows.
We define the system before we optimise the interface.
Products are tested against measurable outcomes, not demos.
AI is part of the engineering system — not a badge added to the product.
04 In the Lab
Every product moves through the same pipeline — research, model, build, measure, iterate. This is what's inside it right now.
Decision support for systematic swing trading. Explicit playbooks, measurable signals and evidence-driven validation — with setup behaviour tracked after every signal.
Explore SwingRadarAI-assisted workflow tools for psychiatrists and psychologists. Built for high-trust clinical environments — supporting professional workflow, never replacing clinical judgement.
Adaptive language learning built around competency, evidence and real-world communication — extending the capability built for NexTutor into a new domain.
05 About Nex41