A recent study conducted by MIT highlights an important insight: while 95% of generative AI pilots at companies are struggling to achieve their goals, there is a pathway to success that many are overlooking. The rush to adopt these innovative models has led to many enterprise initiatives stalling, with few making a significant impact. It turns out that the true challenge isn’t about the AI technologies themselves but centers on the quality and accessibility of the underlying data.
This situation echoes the early days of internet, cloud and blockchain technology. Many organizations mistakenly believe that merely acquiring new technologies, without rethinking their data infrastructure and workflows, will automatically yield solutions. To truly harness the potential of AI and Distributed Ledger Technology (DLT), it’s essential to first reorganize how data is handled within your operations and value chain.
The good news is that when approached correctly, there are abundant opportunities for transformation and growth. Our decentralized AI solutions can empower your team to make informed decisions and enhance productivity. By focusing on a data supply chain management (DSCM), ecosystem workflow adaption and managing the AI assembly line, you can unlock new levels of efficiency and innovation.
If you’re new to these concepts and technologies, you might be wondering how to create a compelling use case or prototype. You may have questions surrounding strategy, project initiation, management, and where to source relevant expertise and resources. This is perfectly understandable, and we’re here to guide you every step of the way to ensure your project stands out among the successful 5%.
Our project approach in 10 steps
We understand that embarking on a project to develop or deploy AI tools is a significant step, especially when it transforms your business and operating models. That’s why we’re eager to introduce ourselves through an engaging knowledge webinar tailored to your needs. After that, you can visit our AI & data experience lab at the High Tech Campus, where innovation meets practicality. If we choose to collaborate further, and after we have jointly established a DSCM, productivity-enhancing and realistic AI strategy we’ll dive into research and define the requirements together. Then, we’ll craft a compelling use case and build a prototype. This prototype not only serves as a tangible representation of your vision but also establishes credibility: it answers the critical question of whether you’re on the right path before you commit substantial resources to full-scale development. Let’s make sure your investment is strategic and impactful!
After developing the prototype, we develop a Minimum Viable Product (MVP) alongside a comprehensive Minimum Viable Ecosystem (MVE). Once we successfully demonstrate the effectiveness of your application through in real-world scenarios, we will work together to create a robust business case. This process will allow us to identify vital investments and thoroughly assess the associated risks. We will then proceed with application engineering, development, and testing, ensuring every aspect meets the highest standards before implementation.
Ongoing maintenance will be essential for the datasets, models, and algorithms to optimize performance. Finally, we will conduct a comprehensive evaluation of the project, allowing us to pinpoint opportunities for enhancement and set the stage for even greater success in future endeavors.
Most of our solutions consist of the following steps:
- Data ingestion and labeling
- Model integration, development and training
- Validation, deployment, and monitoring
- Continuous learning and retraining
Every component must work in harmony to deliver AI at scale, not as an artisanal experiment, but as an industrial-grade capability.
Our approach encompasses an array of cutting-edge concepts and tools, including datafication, data excellence, digital twins, the Internet of Things, Distributed Ledger Technology, smart contracts, and artificial intelligence, all integrated within a collaborative framework. We’re excited to help you identify and craft the right solutions tailored to your unique needs. Let’s embark on this journey together and unlock the incredible potential that lies ahead!