# MCSQ TECH

> MCSQ TECH (mark MC², formula "Human Intelligence × Technology") is a product company in the Lower Rhine region, Germany, and a member of the Promwad Group. It builds products that make decisions traceable; AI in them is a tool, people keep the final say. Every product has a stated status.

- Languages: German at https://mcsq.tech/ (primary), English under https://mcsq.tech/en/. Each page links its translation (hreflang).
- Statuses: "In use" = used in day-to-day operations; "In internal use" = used in MCSQ TECH's own operations; "Early access" = usable for selected teams on request; "Demo" = can be demonstrated, not for operation; "In development" = not yet usable.
- Contact: alex.v@mcsq.tech, form at https://mcsq.tech/en/contact/. Responsible person: Alex Varabyou, founder.

## Products

- [crAcken](https://mcsq.tech/en/products/cracken/) (In use): crAcken records what manufacturers of connected products knew, when they knew it and what they decided as a result. Product site: https://cracken.tech. German: https://mcsq.tech/produkte/cracken/
- [aiFlow](https://mcsq.tech/en/products/aiflow/) (In use): aiFlow supports complex B2B sales on top of the existing CRM. German: https://mcsq.tech/produkte/aiflow/
- [Tool-D](https://mcsq.tech/en/products/tool-d/) (Early access): Tool-D compares FPGA vendors and families against your criteria and shows how each score comes about. German: https://mcsq.tech/produkte/tool-d/
- [brAIn](https://mcsq.tech/en/products/brain/) (In internal use): brAIn organizes product, market and technical knowledge from different sources and uses it to help people prepare for decisions and plan next steps. German: https://mcsq.tech/produkte/brain/
- [prAIxis](https://mcsq.tech/en/products/praixis/) (Demo): prAIxis shows a medical practice, in one dashboard, what needs doing in billing, inventory and mail from health insurers. German: https://mcsq.tech/produkte/praixis/
- [rAIdar](https://mcsq.tech/en/products/raidar/) (Demo): rAIdar turns places nearby into an adventure through the city, with tasks, hints and rewards. German: https://mcsq.tech/produkte/raidar/
- [aiKIDo](https://mcsq.tech/en/products/aikido/) (In development): aiKIDo is an app workshop where children develop app ideas and the teacher controls every use of AI. German: https://mcsq.tech/produkte/aikido/

## Solutions (entry points by task)

- [For manufacturers and developers](https://mcsq.tech/en/solutions/manufacturers-and-developers/): Anyone who makes or develops products makes technical decisions and has to be able to back them up: which components are in the product, which vulnerabilities are known, which vendor was chosen and why. The products in this line record the basis on which a decision was made. German: https://mcsq.tech/loesungen/hersteller-und-entwickler/
- [For management and day-to-day operations](https://mcsq.tech/en/solutions/management-and-operations/): Day-to-day work contains tasks that repeat: preparing sales, sorting mail, checking billing, preparing to make decisions. We start with one of these workflows and bring the technology in where your team already works. German: https://mcsq.tech/loesungen/fuehrung-und-tagesgeschaeft/
- [For businesses and cities](https://mcsq.tech/en/solutions/businesses-and-cities/): Robots, devices and applications for production, logistics, services and urban settings. Where work is done with hands and machines, technology has to fit what is already there. We teach existing robots and devices new tasks, provide hardware and develop applications that make a place something people can experience. German: https://mcsq.tech/loesungen/betriebe-und-staedte/
- [Implementation and operation](https://mcsq.tech/en/solutions/implementation-and-operation/): Where a system runs and how the hardware is provided: language models on your servers, AI directly on the device, hardware with maintenance and monthly billing. German: https://mcsq.tech/loesungen/einfuehrung-und-betrieb/

## Company

- [How we work](https://mcsq.tech/en/how-we-work/): One task, four steps: understand the task, test it in one process, integrate it into the workflow, prepare it for further use. German: https://mcsq.tech/so-arbeiten-wir/
- [About us](https://mcsq.tech/en/about/): MCSQ TECH develops products that make decisions traceable and brings them into everyday work. AI in them is a tool. German: https://mcsq.tech/ueber-uns/
- [Contact](https://mcsq.tech/en/contact/): Describe a task or ask about a product. We answer personally. German: https://mcsq.tech/kontakt/

## Insights (articles by Alex Varabyou, English)

- [What happens to an edge AI demo when it leaves the booth?](https://mcsq.tech/en/insights/gute-demo-edge-ki-vom-messestand-in-den-betrieb/): Why a demo of edge AI needs more than a camera and a screen, and which conditions in operation raise the real questions.
- [Two AI tools, and I was the interface between them](https://mcsq.tech/en/insights/zwei-ki-werkzeuge-und-ich-als-schnittstelle/): How trying to save AI tokens turned into lost evenings, and why a handoff document for the next chat helped more than a nicer button.
- [What does 70 percent in a sales budget really mean?](https://mcsq.tech/en/insights/verkaufsbudget-gegen-die-eigene-historie/): How a sales budget can be checked against a company's own closed deals of past years, and what role an AI assistant plays in it.
- [The CRA is a product business issue, not just a security team issue](https://mcsq.tech/en/insights/cra-ist-eine-frage-des-produktgeschaefts/): Why the Cyber Resilience Act is more than a cybersecurity rule: it affects market access, product strategy, the supply chain and time to market.
- [Not more AI agents, but fewer human robots](https://mcsq.tech/en/insights/ki-agenten-und-menschliche-roboter/): Why companies that talk about AI agents should first ask whether their organization allows people to take ownership.
- [The robot is not the hard part. The factory is.](https://mcsq.tech/en/insights/roboter-ist-nicht-das-problem-die-fabrik-ist-es/): Why humanoid robots in industry succeed or fail less on an AI model than on integration with machines, safety and production.
- [Porting an FPGA design is not copying it](https://mcsq.tech/en/insights/fpga-design-portieren-ist-kein-kopieren/): Why moving a proven reference design to a new FPGA remains an engineering project, even with the vendor's migration tool.

## Insights (Artikel von Alex Varabyou, Deutsch)

- [Was passiert mit einer Edge-KI-Demo, wenn sie den Stand verlässt?](https://mcsq.tech/insights/gute-demo-edge-ki-vom-messestand-in-den-betrieb/): Warum eine Demo mit Edge AI mehr braucht als eine Kamera und einen Bildschirm, und welche Bedingungen im Betrieb die eigentlichen Fragen aufwerfen.
- [Zwei KI-Werkzeuge, und ich war die Schnittstelle dazwischen](https://mcsq.tech/insights/zwei-ki-werkzeuge-und-ich-als-schnittstelle/): Wie aus dem Versuch, KI-Tokens zu sparen, ein Verlust an Abenden wurde, und warum ein Übergabedokument für den nächsten Chat mehr half als ein schönerer Button.
- [Was bedeuten 70 Prozent im Verkaufsbudget wirklich?](https://mcsq.tech/insights/verkaufsbudget-gegen-die-eigene-historie/): Wie sich ein Verkaufsbudget mit den eigenen abgeschlossenen Geschäften der letzten Jahre abgleichen lässt und welche Rolle ein KI-Assistent dabei hat.
- [Der CRA betrifft das Produktgeschäft, nicht nur das Security-Team](https://mcsq.tech/insights/cra-ist-eine-frage-des-produktgeschaefts/): Warum der Cyber Resilience Act mehr ist als eine Cybersecurity-Vorschrift: Er berührt Marktzugang, Produktstrategie, Lieferkette und Time-to-Market.
- [Nicht mehr KI-Agenten, sondern weniger menschliche Roboter](https://mcsq.tech/insights/ki-agenten-und-menschliche-roboter/): Warum Unternehmen, die über KI-Agenten sprechen, zuerst fragen sollten, ob ihre Organisation Eigenverantwortung zulässt.
- [Der Roboter ist nicht das Schwierige, die Fabrik ist es](https://mcsq.tech/insights/roboter-ist-nicht-das-problem-die-fabrik-ist-es/): Warum humanoide Roboter in der Industrie weniger an einem KI-Modell scheitern oder gelingen als an der Integration in Maschinen, Sicherheit und Produktion.
- [Ein FPGA-Design portieren heißt nicht, es zu kopieren](https://mcsq.tech/insights/fpga-design-portieren-ist-kein-kopieren/): Warum die Migration eines bewährten Referenzdesigns auf einen neuen FPGA ein Engineering-Projekt bleibt, auch mit Migrationswerkzeug des Herstellers.

## Optional

- [Full text of the site](https://mcsq.tech/llms-full.txt): products, solutions, how we work, about us and all articles in English and German, as one Markdown file
- [RSS, English](https://mcsq.tech/en/rss.xml): new articles in English
- [RSS, Deutsch](https://mcsq.tech/rss.xml): neue Artikel auf Deutsch
- [Legal notice](https://mcsq.tech/en/imprint/): company details (English)
- [Privacy](https://mcsq.tech/en/privacy/): privacy notice (English)
- [Impressum](https://mcsq.tech/impressum/): Anbieterkennzeichnung (Deutsch)
- [Datenschutz](https://mcsq.tech/datenschutz/): Datenschutzerklärung (Deutsch)
- [Sitemap](https://mcsq.tech/sitemap-index.xml)