AI for business: Implement AI projects successfully!

Years of AI experience translated into effective, scalable AI solutions

The AI Studio is where we combine all aspects of our AI expertise, from use case ideas and prototyping to scalable AI solutions. Together with you, our customers, we develop industry-specific applications that solve real problems and create measurable added value. Whether you’re in finance, healthcare, the public sector, or retail, we focus on rapid implementation, agile methods, and solid technical expertise—with everything based right here in Switzerland.

A selection of our AI references

Numerous organizations rely on ti&m’s expertise to specifically advance their AI capabilities.

Explore more AI references

Discover the AI Studio

We support companies along their entire AI journey through consulting, prototyping, and scalable solutions.

AI Software

AI Agents

AI agents learn from the web and their environment to make complex decisions autonomously. User prompts are minimized in these systems, meaning they offer numerous applications for automating various processes.

AI agents for your industry

AI Software

AI Assistants and Company Chatbots

AI assistants use LLMs to automate administrative work and offer support in the execution of repetitive tasks. They are reactive and perform tasks based on user prompts. Discover our selection of AI assistants here.

Discover our AI assistants

AI Software

Data Engineering

We lay the foundation for successful AI utilization by efficiently integrating and processing data, and then making it accessible. With robust data flows for batch and real-time processing, high data quality, and flexible platforms, we facilitate the creation of data-driven business models and support organizations in establishing effective data management and compliance standards.

AI Software

MLOps and Maintenance of AI Solutions

We rely on cutting-edge MLOps practices to efficiently manage the entire lifecycle of machine learning models—from development to deployment and ongoing maintenance. Our focus is on automation and scalability, ensuring AI solution model quality and ongoing monitoring—for example to detect data drifts at an early stage.

AI Software

Data Science

We offer world-class data science solutions covering the entire spectrum of modern AI technologies—from traditional data analysis to NLP and computer vision, all the way to machine learning and MLOps. Our interdisciplinary expert teams develop robust, scalable, and maintainable software solutions that meet the highest quality standards and deliver measurable value.

AI Consulting

AI Education

We prepare our clients for the AI future with a diverse range of training programs. These range from leadership training to hands-on courses like “AI for Software Engineers” and “Prompt Engineering,” as well as hack nights and workshops on AI-powered software development using tools like Bolt and Lovable.

Discover our Leadership Training

AI Consulting

AI and Data Strategy

We support companies in building sustainable data and AI strategies. From identifying use cases to targeted training of technical and specialist teams, we lay the foundation for the effective and scalable use of AI.

AI Consulting

AI Governance

We help companies use AI responsibly and in a future-proof way through strategic consulting, clear guidelines, support for change processes, and technical and professional management of complex AI projects.

Why ti&m?

ti&m has the expertise, the team, and the partners for successful AI projects.

Experience

We have successfully implemented numerous AI projects over the years using traditional machine learning and GenAI, in the cloud and on-premises.

Data Proficiency

ti&m covers the full AI journey—from data strategy and engineering to software development—ensuring its seamless integration into existing systems.

Speed

Our solid experience and proven methodologies enable us to act fast. We efficiently develop bespoke applications using our ti&m Agent Toolbox.

Partnerships

We are certified partners of the hyperscalers Google Cloud, Amazon, and Microsoft Azure, and have a broad network of partners covering specialist AI companies and startups.

Meeting transcripts and summaries – including in Swiss German

Our smart meeting agent supports you through every phase of a meeting. Its intelligent features and cognitive capabilities ensure your employees are always perfectly prepared and receive reliable summaries and clear to-dos after every customer interaction.

Powered by robust open-source technology, the system identifies different speakers, generates concise summaries, and highlights key to-dos. All the results can be integrated directly into your CRM or internal systems. You retain full flexibility and control over your data—store it on Azure, on-premise, or at a location of your choice.

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AI use cases in your industry

Our AI solutions have optimized business processes, delivered better, faster results, and driven efficiency for dozens of organizations in industries including financial services, industry, and government.

Banking

AI agents for banks and financial institutions

The potential applications of AI agents for banks and financial institutions are diverse—and they create real added value. Discover our selection of proven, real-world use cases here.

Discover use cases

Insurance

AI agents in insurance

AI agents open up new ways for insurance companies to make processes more efficient and improve customer experiences. Take a look at our proven, real-world use cases for the insurance industry.

Discover use cases

Government

AI agents in government

From citizen communication and application processing to intelligent data analysis, AI agents help administrations work faster, more transparently, and closer to the citizens. Discover concrete use cases for the public sector.

Discover use cases

Results that matter

Together, we set goals and create tangible results for your company.

Added value for your business processes

AI must demonstrate a clear return on investment: We identify use cases that provide your company with effective added value and support your business strategy.

Establishing the technological foundation

We use data engineering to create a clean data foundation and the appropriate IT infrastructure. We seamlessly integrate our AI solutions into your IT landscape.

Empowering your organization for AI

We make your company AI-ready. We strengthen the AI capabilities of your teams with governance that embeds AI at all relevant levels of your organization.

We introduce your business to artificial intelligence

With the ti&m AI Kickstart and the ti&m garage, you can get your business started with artificial intelligence and machine learning in no time and unlock the full potential of these technologies.

AI Journey: From education to integration

With our AI Journey, our experts support you in fully harnessing the potential of artificial intelligence. We follow an integrated approach:

• AI Academy: Get to know the technology of AI and Machine Learning.
• AI Kickstart: Together, we analyze your business processes and identify use cases.
• AI Garage: In our Garage, we implement an initial functional solution (MVP).
• AI Project: We expand the MVP and deploy the solution within your organization.

You decide where to start and how far we accompany you.

Ask us your questions!

ti&m garage: From idea to MVP in three to twelve weeks

The unique combination of expertise, methodologies, and company culture at ti&m creates space for technological and creative innovations. The ti&m garage provides such a space – an agile environment in which clients can develop, implement, and test new ideas on the market, free from efficiency constraints and compliance restrictions. In this way, we enable our clients to up the tempo and gain critical advantages.

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Some of our AI references

Civil Engineering Office, City of Bern

Heatmap via ML Model

The Civil Engineering Office of Bern commissioned ti&m to develop a machine learning model to automatically detect litter in images. The goal was to visualize the degree of pollution using a heatmap. The model detects waste such as bottles, PET containers, and cans in street environments. The PoC was developed with agile methodologies to demonstrate feasibility, limitations, and potential for optimizing the model.

SUISA Mint Digital Services

Usage forecasting and anomaly detection

ti&m supported SUISA in analyzing huge amounts of streaming data from platforms like Spotify and Apple Music before the development of LLMs. The machine learning system built by ti&m detected anomalies in the data and forecast future user behavior. The objective was to efficiently and accurately determine artists' financial entitlements.

Finanzmarktaufsicht Lichtenstein

Background Screening with AI

Before the advent of LLMs, ti&m developed the Fit & Proper project on behalf of the FMA to screen prominent individuals. The digital test automatically checks for critical reports using bots and AI. Bots perform Google searches, download relevant pages, and analyze whether controversial content exists and if it can be attributed to the person in question.

Industry

Improving baking results through image recognition

An international kitchen appliance manufacturer equipped high-end ovens with cameras to recognize the food and optimize the baking process via machine learning. ti&m developed the models on the Terraform ML platform, utilizing tools such as image labeling, data pipelines, experiment tracking, and monitoring. Once trained, the models are installed on the appliances and operate completely offline.

Public Sector

AI Assistant for HR Inquiries

A Swiss canton department pioneered the use of AI in the HR sector with the goal of reducing processing time and improving process quality. The application allows employees to submit inquiries, which are then autonomously processed by the system and reviewed by HR staff. The solution integrated GPT-4 language models, supplemented by data from public websites and internal documents.

Raiffeisen

Report Generation Using LLM

ti&m implemented the MVP “ReportGenie” for Raiffeisen, a system for the automatic creation of public reports based on LLMs. Previously, the accounting and controlling teams had to create these reports manually, which involved considerable time and effort. The system analyzes financial figures from balance sheets, income statements, and external data, generating precise texts that meet the bank’s high linguistic and technical standards. A human-in-the-loop approach ensures content is reviewed and adjusted as needed.

Raiffeisen

Transcription from Teams Meetings

ti&m developed a proof of concept for Raiffeisen that enables employees to follow up on meetings with AI support. ti&m built a Teams Meeting extension that is automatically added to all meetings in the Raiffeisen tenant. A custom web app uses the Microsoft Graph API to capture meeting transcripts and make them available for further processing. After meetings, Raiffeisen employees can open the extension and ask the AI model specific questions about the conversation.

Raiffeisen

AI Foundation Platform

ti&m developed the AI Visorium for Raiffeisen—the Raiffeisen Group's central GenAI platform for providing and managing a wide variety of GenAI applications. “DIREx Copilot” was launched as a pilot project, seamlessly integrated with the internal DIREx system. It enables employees to find information quickly, precisely, and reliably. The implementation took the cooperative structure of Raiffeisen into consideration, ensuring that employees have access only to documents that are relevant or specifically tailored to their individual bank.

The invisible workforce: AI agents and the future of business

With AI agents, it’s now possible to automate processes that previously required human judgment or manual decision-making. This white paper explains how to take a structured approach to implementing agentic AI in your organization, which use cases are particularly well-suited, and how to successfully pave the way toward adaptive, autonomous systems.

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Head of AI & Digital Solutions

Lisa Kondratieva

Are you planning a project?
We look forward to getting to know you.