From AI idea to working concept, together with your team.
In joint workshops, we combine e-commerce knowledge with our AI and platform expertise. The result: concrete AI concepts tailored to your business, a working prototype, and a clear path to implementation.
//01 — Why do AI prototyping together with your team?
AI only works if it aligns with the organization
Most AI projects don’t fail because of technology. They fail because of the mismatch between what an AI tool can do and what an organization actually needs.
Good AI starts with the right questions. Which processes currently take the most time and yield the least results? Where is data lost between systems? At what point in the customer journey does a visitor drop off who could have actually made a purchase? You answer those questions—not us.
Our role is to translate those answers into AI concepts that are technically feasible, integrate with your existing systems, and can be prototyped quickly enough to validate whether they work.
We do this through workshops in collaboration with Factor Blue and PragmAI. Factor Blue brings its expertise in your e-commerce platform, your data infrastructure, and your system integrations.
PragmAI provides AI strategy, AI modeling, and UX expertise for AI applications. You bring your knowledge of your business, your customers, and your processes. This combination delivers results that none of the three parties could achieve on their own.
Our work is supported by a strong network of technical partners, complemented by expertise in e-commerce and technology that we continuously develop and refine.
//02 — What are the benefits of an AI workshop?
Not just a presentation, but a working prototype
We don’t give boring presentations explaining AI and all the things it can do. Instead, we take a practical look at real-world applications and work together to build a prototype.
AI Opportunity Scan & Prioritization
We start with a structured analysis of your e-commerce operations: where are the AI opportunities that offer the greatest return and can be implemented the fastest?
We examine the customer journey, internal processes, available data, and existing systems. The result is a prioritized list of AI applications ranked by impact, feasibility, and alignment with existing infrastructure.
AI Concept & Prototyping
For the two or three most promising applications, we develop a concrete concept: what exactly does the AI do, what data does it need, how does it integrate into the existing environment, and how does a customer or employee experience it?
PragmAI builds a working prototype that you can test and demonstrate—not a mockup, but a functional version that validates the concept.
Technical Feasibility
Factor Blue assesses the technical requirements for each concept: what data is available, which integrations need to be built, how it connects to the existing online store or systems, and what the dependencies are.
This way, you’ll not only know if a concept is sound, but also whether it’s realistic to implement within your environment.
Implementation phase
The result is a concrete roadmap: what will be built, in what order, and how; who is responsible for which part; what the milestones are; and what the expected timeline and investment are.
This gives you a clear picture of the possibilities, allowing you to get started on your own or work with us to develop an application that truly has a chance of success.
Trusted by ambitious brands
//04 — Why Factor Blue and PragmAI?
Two areas of expertise that complement each other, one result.
E-commerce platform & data
We have in-depth knowledge of the platforms, integrations, and data. When an AI concept needs to be technically assessed for feasibility, we know what’s possible.
AI Strategy, Modeling & UX
From strategy to a working prototype—that’s what PragmAI does. The team has experience with major e-commerce and retail brands, combining AI modeling and UX design under one roof.
Direct communication, no interference
You’ll work directly with the developers. Honest feedback, clear agreements, and no surprises down the road.
Not just a time-billing agency, but a partnership
We help shape the roadmap, not just address today’s issues. Code that grows with your business instead of getting in your way later on.
//05 — Customer Feedback
Real customer experiences
Choosing a new technical partner isn’t something you do lightly. That’s why we let our clients and partners share their experiences working with us.
“I am extremely satisfied with Factor Blue’s technical expertise and solution-oriented approach, as well as the way they deliver the requested features as part of an ongoing development process. I can definitely recommend Factor Blue, especially in the field of B2B commerce.”
“We’ve been working together for quite some time now, and what we appreciate most is their commitment. Whenever we run into a challenge, the team is ready to help and resolve issues quickly. It feels like a partnership rather than just a supplier. We can wholeheartedly recommend Factor Blue to anyone looking for a Magento developer.”
“We’ve been working with Factor Blue for nearly three years now and have been very pleased with the partnership. We really appreciate the short lines of communication, their quick response to issues, and their expert advice on various challenges. In addition, their personal approach contributes to the success of our collaboration.”
“The Factor Blue team built a fantastic online store tailored exactly to our needs. The team immediately addressed the implementation phase and the necessary adjustments after the online store went live; they gave—and continue to give—us, as a client, their full attention.”
“We’ve been working with Factor Blue for years here at Hypernode. They’re a team of top professionals who are always a pleasure to work with—both for us and our mutual clients. True specialists in the field of Magento development.”
“Factor Blue excels at development, and we excel at online marketing. These are two disciplines that rely on each other to drive sustainable growth. Factor Blue implements the changes we need at the highest level. We’re very pleased with our partnership and are happy to recommend Factor Blue to both new and existing clients!”
“My experience working with Factor Blue has been very positive. They’re a reliable partner for the development of our platform. A clear plan, a hard-working team, and great communication!”
TELL US WHAT'S GOING ON
We’re the technical team that lies awake at night worrying about your uptime, your performance, and your next steps. Not as a contractor. Not as a supplier. But as the people who have just as much at stake in your success as you do.
You tell us what’s going on; we’ll tell you what we see.
//08 — Frequently Asked Questions
Frequently Asked Questions
about AI workshops & prototyping
Frequently Asked Questions. Can’t find your question here? We’d be happy to answer it personally.
01. Which e-commerce companies are these workshops suitable for?
The workshops are most valuable for e-commerce companies that want to seriously invest in AI but don’t yet know exactly which applications best suit their situation and systems. You don’t need to have a detailed AI plan—in fact, the lack of one is the starting point.
In terms of scale, the workshops are most relevant for online stores with annual revenue of at least €2 million, sufficient in-house data, and operations complex enough to offer real AI opportunities.
Both B2C and B2B e-commerce. Magento online stores benefit most from our platform expertise, but the workshops are also valuable for companies using other platforms.
