Your speedboat for customized AI solutions
Industrial companies are under intense pressure to change: development cycles are getting shorter, quality and sustainability requirements are increasing, technical processes are becoming more complex, and at the same time, the economic environment demands maximum efficiency. Modern AI systems open up new possibilities for making processes more robust, efficient, and, if necessary, more creative.
As external partner we support you in realizing this potential – focused and tailored to your company. Curious to know more?
See how we implement custom AI solutions in practice.
Your speedboat for customized AI solutions
Industrial companies are under intense pressure to change: development cycles are getting shorter, quality and sustainability requirements are increasing, technical processes are becoming more complex, and at the same time, the economic environment demands maximum efficiency. Modern AI systems open up new possibilities for making processes more robust, efficient, and, if necessary, more creative.
As external partner we support you in realizing this potential – focused and tailored to your company. Curious to know more?
See how we implement custom AI solutions in practice.
Our focus: AI to leverage potential with a direct impact on results, especially in product development
As a specialized consultancy, we identify and realize AI applications that deliver immediate value along the entire product development process (PDP). Our approach is based on in-depth process analysis, technological expertise, and a proven, practical methodology.
In the implementation proposals resulting from our analysis, we distinguish between:
Standalone solutions
- Quick implementations, e.g., with AI software such as ChatGPT to support brainstorming, text analysis, etc.
Integrated solutions
- Current or future AI features within existing tools and systems such as CAD, PLM, or project management software, for which the data basis must be created today.
Customized solutions
- Tailored applications precisely aligned with your processes, data, and requirements—immediately implementable and effective.
What “customized solutions” means to us
Standard tools reach their limits when it comes to what makes your company unique. Our custom-developed AI applications make targeted use of your internal and external data sources, such as Miro boards, Excel lists, technical databases, or PDF documents. They contextually link these sources to large language models through specialized instruction prompts.
The result:
TIM AI acts as your external speedboat, independent of your existing IT or transformation programs, to deliver initial visible results quickly, with focus, and at high implementation speed.
Our approach: structured, agile, and implementation-driven
We examine your business and development processes following one key principle: Where are the biggest pains, and which AI technologies can help?
Together with your team, we refine the most promising use cases and develop the first functional prototypes.
Once a prototype is successful, we support you in embedding it sustainably into your systems and organization.
Through continuous optimization, we realize solutions in 3-month sprints (AI release train) with clear responsibilities and coordinated definition of done criteria.
Project examples: Customized AI solutions from practice
DFMA / FMEA workshops
AI-powered recommendation system for improving technical designs
Sensors & formulation
Linking lead customer test results with formulations and process parameters for continuous process optimization
Competitive analysis & patent research
Automated evaluation of external sources (PDFs, web data, studies)
Portfolio management
AI-driven support for product range and inventory optimization – focused on profitability and technological progress
Lessons learned
Making organizational knowledge available, even when stored across multiple different file formats
Who we work with
- Executive management & division management
- R&D management
- Innovation and digital managers
- Project and product managers
Why TIM AI?
- Technical depth: We combine domain knowledge with AI expertise.
- AI competence with practical relevance: In-house tool development (e.g. CumulusAI) and close integration into research networks (e.g. AiF InnovatorsNet).
- Proven methods: From roadmapping to AI canvas – modular and precisely targeted.
- Fast impact: Initial pilot applications deliver visible results within just a few weeks.
- Pragmatism: The TIM AI team knows the challenges of business first‑hand from years of experience in specialist and leadership roles.
Who we work with
- Executive management & division management
- R&D management
- Innovation and digital managers
- Project and product managers
Why TIM AI?
- Technical depth: We combine domain knowledge with AI expertise.
- AI competence with practical relevance: In-house tool development (e.g. CumulusAI) and close integration into research networks (e.g. AiF InnovatorsNet).
- Proven methods: From roadmapping to AI canvas – modular and precisely targeted.
- Fast impact: Initial pilot applications deliver visible results within just a few weeks.
- Pragmatism: The TIM AI team knows the challenges of business first‑hand from years of experience in specialist and leadership roles.
Curious?
Let’s find out together how artificial intelligence can concretly improve your business and development processes – pragmatically, data-based, and fast to implement.
Schedule a free initial consultation today!