However, .... poses some challenges for companies.
To provide orientation, we summarize here 6 relevant points and important questions that companies need to ask themselves in the context of AI and innovation, together:
1. define your goals
Start by identifying the specific challenges you want to solve or opportunities you want to pursue. AI, no matter how good, is worth nothing if you don't know where you're starting from, what you're aiming for, and how you're going to measure success.
- Are you concerned with Innovation process . accelerate?
- Do you want creative Potentials open up?
- Shall your Decision making in innovation improves become?
- Do you want new Business models build?
- Do you want to use AI to create concepts faster and more cost effective test?
2. secure access to AI experts AI requires specialized skills, such as data science, machine learning, and programming. Depending on your resources and needs, you may need to tap into new internal or external sources to build the expertise you need.
Resources to be tapped quickly currently lie in external AI experts and consultants.
- How can you find them? Rich Employees from freelance platforms or should you longer-term Partnershipse.g. with universities?
3. create a solid data basis
The power of AI depends on high-quality, relevant data. Make sure you have access to the right, properly cleansed, named, and structured data. This may mean investing in your own infrastructure or purchasing appropriate data.
- Do you need for your innovation Structured or unstructured data?
- Should the AI for you Patterns in historical data recognized, evaluate real-time data or Make predictions? Do you need Integrate external datato draw a comprehensive picture of your market or customer behavior?
- How must your Categorize datato meet the defined objectives?
4. choose the right AI tools There are countless AI tools and technologies, each with its own strengths and limitations. Learn about the different options and choose the one that best fits your needs and resources.
- Which of the innovation Relevant AI Tools can serve you?
We are currently dealing extensively with in the innovation:
o Classical Machine Learning
o Natural language processing (NLP)
o Computer vision
o Predictive analysis,
o Generative design based on predefined parameters o Robotic process automation
o Virtual assistants such as chatbots or avatars
5. start small and expand Start with a small, targeted project that demonstrates the value of AI to your business. Once the results are in, communicate the benefits and gradually expand the use of AI to other areas of the business. In doing so, we believe it is imperative to link the capabilities of AI with "traditional" capabilities.
- How can your AI Pilot project help explore the technical possibilities of AI?
- With your first project, how can you make AI accessible to all employees in the Making the process "tangible?
- Instead of developing everything from scratch: which Existing tools and platforms can Use them to accelerate the development? Where can you . Known Buildto counteract reservations?
- Where is on the part of employees still Need for explanation?
6. actively monitor and control
As with any new technology, it's important to monitor the performance of your AI solutions and make adjustments as needed. Regularly evaluate the impact of your AI initiatives on your business goals and make adjustments as needed to ensure you are achieving the best possible results. Against a "baseline" to be established in advance, effects in terms of value creation and achievement of strategic goals need to be continuously monitored and (important!) communicated.
- What clear and meaningful Key figures can be used to monitor and manage your AI initiatives?
- How do you remain "soft factors" on the ball (e.g. how does AI influence the motivation or creativity of their employees?).
Don't miss the boat! We help you create a roadmap for integrating AI opportunities into your innovation efforts and successfully deploy AI. Contact us!
The T.V.T is operated by Swiss Cognitive as one of the leading Swiss consulting companies listed in the field of artificial intelligence!
