
Generative AI: From Vision to Value
What can Generative AI do for your business?
After the initial hype, many organizations are realizing: Turning excitement into truly productive use is a demanding journey. Ambitious expectations often collide with operational hurdles. At the same time, the rise of AI agents marks a new stage of development – enabling even greater automation and smarter workflows. We help you unlock the right opportunities, overcome common barriers such as missing data or change management challenges, and establish Generative AI and AI agents in your organization – securely, at scale, and in full compliance with regulations.
Getting started with Generative AI and Agentic AI raises many concrete questions – and this is exactly where our enterprise AI consulting comes in.

- Where does Generative AI truly create business value – and how can I identify these opportunities within my organization?
- How can we actively engage employees, organize shared learning, address concerns about AI in the workplace, and establish constructive human-AI collaboration?
- What requirements does Generative AI place on IT, for example regarding enterprise architecture, data security, adoption, and change management?
- Which regulatory requirements must I consider when working with Generative AI – and how can I ensure that data and intellectual property are protected?
- Which KPIs and methods help to specifically measure the value and success of AI use cases?
- What could a potential technology stack look like? What defines a future-proof architecture and a scalable platform strategy for my needs?
- How can a successful AI pilot be scaled into productive use across the entire organization?
Our Consulting Portfolio – Five Steps to a Successful GenAI Transformation
Innovative technologies such as Generative AI, AI workflows, and especially modern AI agents only deliver their full value once they become an integral part of your productive business operations. After the initial hype, many organizations face the challenge of translating ambitious expectations into measurable results – often slowed down by a “reality check” involving issues such as data availability, missing structures, or change processes. This is where we come in: We guide you from the initial idea to full-scale adoption – with deep expertise, proven methods, and a clear focus on your business conditions and objectives. Our consulting approach is holistic and hands-on: We help you bridge the gap between vision and operational excellence – ensuring that Generative AI and AI agents deliver sustainable value for your organization.
Step 1: Vision and Impact Design
The Strategic Blueprint for Your AI Future
Successfully introducing Generative AI starts with a clear vision and a shared understanding of opportunities, limitations, and risks. We support executives, senior management, IT leadership, change management teams, project and portfolio management offices, and digital transformation leaders in recognizing the potential of Generative AI for their business – and turning it into real strategic value.
Your benefits in this phase
- A tailored, aligned GenAI vision for your organization
- An impact map that provides clarity on opportunities, risks, and priorities
- A prioritized use case pipeline – the structured foundation for your AI roadmap
Our services:
Schritt 2: Strategy and Governance
Structure, Security, and Scalability for AI Transformation
Achieving sustainable and successful use of Generative AI requires more than technology: For organizations aiming to leverage Generative AI not just in isolated cases but strategically and long term, it is essential to establish robust structures, clear accountabilities, and reliable frameworks. From the executive level to IT and business teams, we work with you as part of our AI strategy consulting to develop the right frameworks, processes, and governance models so your GenAI initiatives can grow securely, in compliance, and at scale.
Your benefits in this phase
- consolidated GenAI strategy serving as a compass for your AI transformation
- Greater efficiency and clear responsibilities through an AI operating model blueprint
- A governance framework for security, compliance, and sustainable management
Our services:
Step 3: Implementation and Enablement
Making AI Adoption a Success
Now it is time for execution: We support you in developing, prototyping, piloting, and successfully integrating identified AI use cases into your business processes. The key is not only the technical implementation but also targeted enablement of your employees and the creation of a positive, safe innovation culture. This is how you embed Generative AI sustainably into your working environment – for business units, project leaders, IT teams, and all those who want to move Generative AI from concept into productive use.
Your benefits in this phase
- Rollout-ready Generative AI use cases
- A change concept for successful AI adoption
- A transparent KPI set for AI projects
Our services:
Step 4: Architecture and Platform
On the Path to a Future-Proof AI Platform
Successful AI projects require a technological foundation that meets both current and future demands. Together with your IT decision-makers, enterprise architects, and technical project leads, we design a powerful and secure foundation for Generative AI in your organization. The goal: an architecture that combines security, performance, and flexibility – and integrates seamlessly into your existing IT landscape.
Your benefits in this phase
- A target architecture tailored to your AI requirements and business context
- A vendor-neutral toolset recommendation to avoid lock-in
- An IT roadmap serving as a beacon for the ongoing development of your infrastructure
Our services:
Step 5: Operations and Operational Excellence
Running AI Solutions Efficiently – From Launch to Excellence
For GenAI to deliver real value in daily business, more is needed than a successful start: Operations and ongoing development must be secured in line with governance, efficiency, and accountability. We help you operate your solutions professionally and securely, continuously improve them, and ensure lasting success.
Your benefits in this phase
- An operating model for AI projects in day-to-day business
- A CoE concept that supports governance and continuous improvement
- Transparent impact monitoring at all times
Our services:

Alan: Comma Soft as an LLM Provider
In addition to our independent, vendor-agnostic consulting, we offer Alan – our own GDPR-compliant AI platform for enterprises – implemented by our dedicated product experts if desired. Alan is already part of day-to-day operations and contributes to value creation, knowledge sharing, and data discovery across a wide range of industries. Explore real AI projects, inspiring use cases, and proven best practices from insurance, the public sector, manufacturing SMEs, and many other industries.
Why We Are the Right Partner for Your AI Journey

What’s next? Let’s discover your GenAI potential together!
Do you want to know where and how Generative AI can create real value for your business?
Let’s talk – no strings attached, but tailored to your specific needs from the get-go.
Your contacts:
Dr. Andrej Fischer and Dr. Markus Knappitsch
