INNOVATIVE BUSINESS MODELS

silvester.sterbenc@aon.at

TEL. + 43 (0) 664 -202 0046

You can find the compact summary of my services further below, right after my logo.

services

Production-ready AI solutions. Immediately deployable. Quickly economical.

DigitalPulse offers mature, detailed, and ready-to-implement solution concepts for LLMs. Each concept is technically sound, economically validated, ethically impeccable, and designed for rapid monetization. The concepts include precise functional descriptions and are ready for immediate use. And the best part: Every function can be easily proven down to the smallest detail. I’m happy to provide you with convincing proof at any time!

The new features do not replace existing capabilities, but rather open up valuable additional opportunities and perspectives for the use of LLMs and AI. All the concepts are just waiting to be implemented. The innovative, practical advantages they offer have the potential to ignite renewed enthusiasm for AI. The new advantages are extremely compelling: They enable significantly more structured business processes, substantially improved decision-making, and result in noticeable time savings in learning in all contexts. I have also developed certain solutions that almost completely eliminate data quality problems in some specific cases.

For leading LLM providers
My concepts offer highly useful new functionalities in a precise form. I present immediately implementable, innovative functional concepts for LLMs that enable significant productivity gains. LLM providers can strengthen their market offerings while simultaneously benefiting internally from the same efficiency improvements. Even a small portion of the innovative concepts that are already feasible today has the potential to change established structures and create new economic opportunities – and not only in areas that can be automated. All leading LLM providers possess unique and valuable competencies with great potential; My concepts also take this individual potential into account.

My concepts stem from a deep appreciation for existing technologies and tools. I admire the precision and depth of established solutions – which is precisely why I combine them with the broad industry knowledge I’ve accumulated over many years in diverse companies, roles, and system environments. This diversity has shaped me into someone who bridges gaps between tools, methods, people, and the concrete requirements of practical application – precisely where a real and clearly demonstrable need exists. In some cases, I complement this with my own solution concepts that I have developed myself.

I develop solutions that combine proven methods with my own methodological and solution expertise. For my solutions, I combine technologies where appropriate to make them more flexible and to expand them where it makes sense and is feasible. Through my programming experience and my continuous training in this field, I know very well what is technically possible with data and where the limits lie. Perhaps this is also where my respect for working details comes from: When everything runs smoothly, it’s fantastic; but when a small yet crucial function fails, a system can falter. I know this mixture of tension and excitement all too well.

I have worked in many different companies – often in open, communicative environments where ideas were welcome. I enjoy talking to people, thinking about new possibilities, and have firsthand knowledge of the practical requirements of various industries. Some of my solutions are industry‑specific, but many are based on universal principles that apply in every industry.

A significant part of my way of thinking is rooted in my long-standing interest in human thought, psychology, and learning (all of this has concrete practical implications for the functionality of my solutions). I’ve always had these interests, ever since my youth. In my youth I was an altar boy (incidentally in the same group as Viktor Mayer-Schönberger), and I spent a long time considering whether I should become a priest or a caregiver in a nursing home. Ultimately, I chose family, children, and technology—today, I’m the happy father of two boys. Systems simply work better when you understand the people behind them.

My concepts therefore always take several levels into account: the technical, the psychological, and also the physical. The physical dimension also contains an often underestimated world that is directly linked to thinking, working methods, and performance. I will write a separate section on this.

What’s important to me is that every one of my ideas translates into concrete, economically viable features. Real solutions that stand up to reality – scalable, feasible, and ready for implementation. That’s exactly where my concepts are now: well-thought-out, mature, and ready to launch. Of course, I have also read several textbooks with great enthusiasm. A huge advantage for me is the fact that my learning (as far as possible) was driven by my interests. In my life, it was the case that practice came first and theory later, which, to be honest, isn’t always advantageous.

AI has also changed and broadened my thinking. I admire the incredible depth of existing technologies – I see myself more as a lateral thinker who can effectively combine and complement them with new solutions. I view my own developments as small but essential bridges. The expertise I gained in various fields inspired me to develop my own approaches to more effective problem-solving (even outside the technology sector), which today has several system-relevant implications for my concepts at different levels! In addition, I have developed basic concepts for learning patterns that are easy to test and can, in some cases, also be transferred to systems.

I am also absolutely convinced that good solutions need good justifications, because meaning and motivation are directly linked, and this applies (as you might expect): to several levels simultaneously… I say this deliberately, and perhaps I’m (unintentionally) testing your patience a bit, but in an ideal environment (and I’m only talking about easily implementable measures), teams and thinking function on a different level, and I can explain that to you in detail (Sometimes minimal changes can bring a process to a standstill, and vice versa). Which brings me to one of my other favorite topics (I’ll write something separate about this): human intuition, which plays a direct role in all systems, and as you might expect, this is also reflected in concrete technical functions. Sounds very abstract—I know—but it’s not easy to talk about it without giving everything away!

For companies
Companies also receive new, high-quality concepts to use the possibilities of AI in a fundamentally different (additional), effective way – as a real efficiency boost for their own business.

Why I am convinced of my solutions: The solutions are fully developed and conceptually sound. They are also based on experience from diverse professional activities and further training, as well as numerous personal discussions with experts from various companies where I have been employed. From this diversity emerged perspectives and functional approaches that do not appear in existing systems. In response to your specific request, I would like to refer in more detail to overlooked and completely new, previously untapped potentials in companies – and to the solutions I have developed for them – and to how these can (among other things) also be technically meaningfully integrated and utilized, in order to become practically usable in this regard at the relevant levels. Of course, you also have at any time the possibility to have the presented concepts independently examined by your own specialists. Many core elements were already simulated and validated on a small scale before any larger rollout was considered. Through my broad practical experience, systematic comparisons, and in‑depth technical analysis, I know the concrete efficiency and time‑saving potential of these concepts first‑hand.
I have been following developments in the field of AI for years with great interest—both from the perspective of a developer and from the perspective of a practitioner who has worked in many different companies and industries. Continuous learning is a natural part of my work. The concepts build on proven tools and established methods and extend them precisely where functional gaps exist. For the next phase, I’m looking for someone to move into practical implementation and scaling together — whether as part of a team, in a partnership, or in an advisory role. The right structure will naturally depend on the best fit.

Core focus

The recognition and appreciation of human individuality and intuition – how systems and people can benefit from each other more effectively in innovative ways.

Technical depth

Scalability

The developed concepts include very detailed, concrete and completely new capabilities which would also be highly desirable in the context of a future AGI – technology, economic efficiency and ethics are taken into account to a high degree in every detail.

Areas:

Process optimization

Knowledge management

Innovative AI feature enhancements

New business models and services

Concepts for automated learning systems, innovative data optimization

My finished concepts and solutions include a clear overall direction, important strategic levers, and careful documentation of all relevant areas of action. With a deep appreciation for the potential of established technologies, my concepts consciously leverage this strong foundation. My solutions strategically combine existing components, make them more flexible where it makes sense for my solutions, and supplement them with my own developments. My key knowledge is in my head, so I can answer anytime. You will receive all the information necessary for direct implementation, down to the smallest detail.

The economic relevance, technical feasibility, and ethical implications of the solutions were considered with great care, ensuring that each solution is comprehensible and logically justified in every respect.

Crucial is the systematic handling of complexity, precise orchestration, and genuinely measurable benefits (KPIs) – while giving the greatest possible consideration to technical, economic, and, above all, ethical aspects. Many topics and insights from cognitive science are particularly important for my solutions.

My professional foundation is a diploma in Digital Transformation Management (with modules in Data Science, Innovation Management, Knowledge Management and Digitalization, Digital Business, Digitalization in Trade and Production, and Leadership in the Digital Age), as well as my extreme enthusiasm and strong interest in precisely these areas. I have a diverse professional background – including as a programmer and in numerous other fields. My particular strength lies in recognizing potential.I have tried to shape my career path in the best possible way according to my own abilities, beliefs and skills, and in doing so I have discovered many untapped opportunities over time that absolutely fascinate me. From a functional perspective, these opportunities each consider many important factors that can be clearly substantiated. Any of my current (but not yet implemented) solutions would have been very welcome to me and many of my colleagues in various contexts throughout my professional past and would have saved a lot of effort and time. All my solutions have concrete, practical benefits and fulfill clearly justifiable needs – they are economically viable and, viewed holistically, always ecologically sound. My solutions are based on modern systems and are complemented by additional components. I draw on carefully selected, diverse sources and combine current technologies with sound knowledge and extensive experience from various industries. Of course, the numerous opinions and discussions with various experts on individual ideas and solutions are also extremely important to me, and I am very grateful for them.

My diverse professional experience across various companies has given me the opportunity to collaborate closely with specialists from a wide range of industries. Supplemented by the expertise of my personal network and family, I possess both specialized knowledge and broad professional expertise. IT, and AI in particular, has long been a central focus of my interests. I am fortunate to have always been interested in many related topics and fields that complement my solutions perfectly. I combine this knowledge to develop precise concepts – a blend of proven, refined methods and my own innovative approaches.

Organizational efficiency: My system solutions eliminate operational weaknesses on multiple levels – including those stemming from historically grown processes. Based on years of industry experience, numerous discussions, and continuous learning, I have identified additional influencing factors that are new to existing systems. The targeted integration of these factors significantly increases the efficiency of existing processes and unlocks previously untapped potential. This has a lasting positive impact on the company’s monetizable performance.

Sustainable value creation: Additional business areas with sustainable benefits and high impact.

Collaboration and support: I offer practical operational support directly in your processes and I provide consulting services for the projects.

I will gladly answer your specific questions and provide you with all the necessary information and technical details for your independent review. Please feel free to contact me at any time.

Tailor-made concepts: Technical specifications, implementation plans, and operational support.

Equally ready for implementation: What role can AI play in the management of organizations of the future, what concrete advantages does it offer, and how can its potential be specifically identified, developed, and effectively orchestrated? I will present several concrete, technically feasible solutions, each taking into account numerous influencing factors and their interactions. Many typical problems are eliminated. Each solution significantly accelerates processes; in combination, the effects are amplified, leading to a considerably greater overall impact. These measures create advantages for all stakeholders. This includes optimized and entirely new, innovative processes.

AI Consulting: Strategic Guidance, Innovative Solutions, and Real‑World Impact

I present actionable, future‑focused solution pathways that help organizations use AI responsibly, efficiently, and with measurable value. These approaches are flexible, scalable, and designed to adapt to the unique challenges, industries, and development stages of each client — from quick, high‑impact measures to medium‑ and long‑term transformation strategies. A key part of my work is the development of innovative AI solutions that are not only forward‑thinking but also realistically implementable today. These solutions form the foundation for consulting that brings clarity, reveals opportunities, and supports confident decision‑making. By combining technical expertise with strategic insight, I ensure that every recommendation is both technologically sound and aligned with business goals, resources, and constraints. My consulting reduces complexity, provides clear orientation, and paves the way for a future‑ready use of AI — precise, understandable, and always tailored to the client’s specific situation.

I am a communicative person, and much of what I know I owe to conversations with wonderful people – both in my personal life and in my often equally friendly professional circles – as well as to learning from the solutions and approaches of others. The valuable feedback on my intermediate steps (for which I am very grateful) has significantly accelerated my development.

Incidentally, I also benefit greatly from sport in a mental sense. Furthermore, I am a keen learner and quite creative myself. Of course, I’ve also invested a lot of time and have been fortunate enough to always be interested in topics that fit my solutions (naturally, my experience from previous jobs helps me here: As a programmer at Sony, my years in the tourism association, my years as a self-employed IT service provider, my years in sales of modern solutions such as process analysis, workflow automation, RPA, cloud solutions, cybersecurity, my many years of professional experience in 3D animation/visualization, my years in graphic design and multimedia programming, my years in technical support, in IT support, in furniture planning and sales, as well as in many other positions in various industries. (This also included some completely different professions and industries which, however, also contained truly instructive aspects) Throughout life, I’ve always been strongly drawn to IT, no matter where I was. I was able to gain my professional experience in various international corporations, medium-sized companies, and small businesses. Therefore, many of my solutions are geared towards the real, practical requirements of specific industries – – they take into account technical, needs-based and economic aspects down to the smallest detail. All my solutions are always scalable and also offer general, industry-independent advantages. Furthermore, I’ve always had the opportunity to question everything using a wide variety of sources… I’d also like to mention that open, personal communication is the central driving force behind everything I do. I’m particularly interested in human thought (which I explore according to my own ideas) – and I’d like to say that there’s so much extremely valuable material on this subject that deserves to be utilized. I see myself as a small piece of the puzzle, and I take immense pleasure in contributing to it, even if just a little. My strength lies in my ability to recognize potential and my immense enthusiasm for it.

Regarding AGI: If we’re talking about moving towards AGI, then logically everyone needs to get a piece of the pie. It can’t simply be about massive job cuts due to increased efficiency. AGI is more about a way to better utilize people’s true potential and create a significantly more attractive environment for individuality and personal development (I am thinking of concrete, already feasible measures), especially with regard to a new working environment! Ultimately, the best systems are supported by all of us, and those who want to look far ahead will recognize that fairness is and will be the system of the future. Please bear in mind that ultimately everything is interconnected and that everything has consequences, and that systems are constantly evolving at an ever-increasing pace. Artificial intelligence (AGI) should become intelligent, and AGI is intelligent when it generates appropriate benefits for everyone! My system concepts consider these ethical aspects as well as the technical and economic ones. I look forward to the gradual implementation and the corresponding breakdown of my solution concepts: Unleashing potential and multiplying knowledge for the benefit of people; I will gladly tell you why this will definitely work! My solutions also eliminate some of the current problems associated with synthetic data, on several levels. I think the existing LLM concept is excellent, but from a systematic perspective, coexistence with an AGI system makes sense (my solutions do not replace existing systems; they merely complement them with additional capabilities). How AGI is currently defined is secondary. In any case, companies and individuals want to address existing challenges on a different level, and the whole thing must be economically viable and ethically justifiable, otherwise it won’t work for anyone. I am referring to AGI because I myself have developed concepts for innovative functions that extend the flexibility of existing systems in several directions, and these extensions would make perfect sense within the framework of AGI. These include functional and learning-related enhancements and build upon the capabilities of existing systems. I have developed models for a corresponding innovative architecture (innovative data management) that could exist alongside and be established in cooperation with existing systems (also because the existing systems offer advantages and features that I would not want to forgo). Key aspects include the innovative data architecture, innovative learning mechanisms, and a conscious selection and prioritization of which topics and specific skills could be addressed first. These solutions will eliminate some of the currently discussed weaknesses of AGI. These concepts also include functions and features that I would expect from an AGI, although in this context I am only referring to possibilities that are already clearly technically feasible today. It should also be mentioned that AGI will not create a system that monitors every or nearly every human action – firstly, because nobody wants that, and secondly, such systems never lead to any development or other positive effects, neither in the past nor now (there are dozens of good and valid reasons for this), and thirdly, no system could actually implement such a system (not least because of the way people think). The goal is, among other things, a system that can make non-binding suggestions, provide complex justifications for them, and utilize automation potential. However, since errors are inevitable in any system, it would not be advisable in the long run for everyone to always follow the same patterns. I would be happy to discuss in more detail elsewhere how technological dependence can be sustainably and securely avoided in several respects. Regardless, optimizations naturally also result in less strain on the environment.

My focus: Many of my concepts and partial solutions are already fully developed and documented, enabling companies to easily adapt them for further technical implementation. At the same time, I am passionate about and highly committed to developing new ideas and solutions. Upon request, I also develop customized concepts that meaningfully complement your existing expertise and sustainably strengthen your competitiveness. My solutions do not replace existing systems. They build on proven technologies, extend their capabilities, and complement established functions. In many cases, they even open up entirely new areas of application and services. I take great joy in developing these possibilities further and in creating new perspectives.

I look forward to your questions, which I will be happy to answer.

DigitalPulse

DIGITALPULSE – Compact Presentation

What I offer

I have developed fully elaborated, immediately implementable AI and LLM functions that are technically sound, economically validated, and ethically well‑founded.
Each function is precisely defined, logically justified, and can be explained and demonstrated in detail.
My concepts extend existing LLM capabilities rather than replacing them, creating new and valuable application possibilities.
All solutions are ready for deployment and enable fast monetization.

Benefits for companies

My solutions enable more structured processes, better decisions, and significant time savings in learning and daily work.
In specific scenarios, data quality issues can be reduced to a minimum.
Companies gain new, high‑value concepts that make AI usable in additional, more effective ways.
I provide technical specifications, implementation plans, and operational support, tailored to the organization and ready to use.

Benefits for leading LLM providers

I offer new, directly integrable functions that strengthen existing products and improve internal efficiency.
My concepts include innovative architectural and learning mechanisms that are relevant for future AGI‑related developments.
I have designed complementary data architecture models that enhance current systems and build on their strengths.
Even a small portion of what is already feasible today can change existing structures and open new economic opportunities.

Why my concepts work

They are based on years of practical experience across many industries, roles, and system environments.
I combine technology, psychology, and physical factors into holistic, realistic solutions.
Many core elements have already been simulated and validated on a small scale.
Every concept is economically, technically, and ethically justified and delivers clear KPIs.
I understand the limitations and possibilities of modern systems from hands‑on programming and from working directly within organizations.

Who I am

I hold a Diploma in Digital Transformation Management with a focus on Data Science, Innovation, Knowledge Management, Leadership, and related fields.
My professional background includes programming, IT support, 3D animation, graphic design, sales, process analysis, RPA, cloud, cybersecurity, tourism, furniture planning, and more.
I have a deep interest in human thinking, intuition, and learning, which directly influences my technical concepts.
I identify functional gaps and potentials in systems and turn them into precise, new capabilities.
I am highly communicative and have gained many insights through conversations with experts and through broad practical experience.

My vision

Systems work best when they respect people, individuality, and intuition.
AI and future AGI should benefit everyone, support sustainable structures, and create fair, meaningful progress.
My concepts open new work environments, new possibilities, and new forms of collaboration.
I develop AGI‑relevant extensions that are technically feasible today and complement existing systems in a meaningful way.

My current status

My concepts are mature, documented, and ready for implementation.
Companies can adopt and further develop them immediately.
I am looking for the right structure, team, or partnership to scale these solutions.
I can explain every function in detail and provide everything needed for independent technical evaluation.

Core message

I have developed immediately usable, economically meaningful, and technically sound AI extensions that enable new functions, strengthen existing systems, and give both companies and LLM providers a real advantage.