Data science & AI consulting

Design and build human-centered machine learning products

Our team helps you to identify and tackle the most important applications of AI in your organization. We design and develop sustainable solutions from whiteboard all the way to production.

2011

Our team helps you to identify and tackle the most important applications of AI in your organization. We design and develop sustainable solutions from whiteboard all the way to production.

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What we offer

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AI strategy & consulting

We guide and accelerate your AI initiatives by providing a solid foundation for value creation. 

  • Develop sustainable data and AI strategies with a tailored AI product portfolio
  • Assess and develop AI architectures, which help you leverage your existing and future use cases
  • Provide customized enablement programs for your organization to make use of AI
  • Facilitate Design Thinking workshops and AI sprints to help you develop custom AI solutions
  • Guidance on responsible AI practices to follow ethical and legal guardrails 

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AI product development

Applying product thinking for the development of AI products.

  • Support along the full AI product lifecycle
  • Consult on and apply state-of-the-art machine learning models
  • Facilitate MLOps for the smooth operation of developed solutions
  • Design and build GenAI products such as RAG systems or chatbots
  • Host your own LLMs on your premises and fine-tune your model 

Generative AI consulting

Create real impact with GenAI in your organization.

  • Support in building a tailored GenAI roadmap for your organization
  • Help your organization grow its GenAI maturity by assessing the status quo and developing custom learning paths
  • Enable your team with GenAI training/workshops (including our 1-day prompt engineering training or 2-day AI literacy training)
  • Assess and choose the right GenAI tooling for your organization from options including OpenAI, Google, or Microsoft, to open-source alternatives
  • Provide decision-making support on adopting, building, or delaying GenAI technologies

Prompt engineering training
AI literacy training

Data science for good

  • Consulting non-profit, social impact, or green organizations around their data and AI-related questions
  • Moderating workshops on sustainable AI
  • Developing apps for explaining climate change and the topic of biodiversity

Our team is happy to advise you on any questions you may have on topics surrounding AI, machine learning, and data science. 

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Tools, partners, and technology: We're tool-agnostic

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How we build great data products

We create data products and applications whose core value proposition is based on data. By combining product thinking methods with various disciplines such as data engineering, business intelligence, and UX as well as data science, we solve clearly defined business problems and help you achieve your goals. 

 

Data product process: How we build great data products

Case studies

  • Data science & AI

    Machine learning for efficient document classification

  • Data science & AI

    A price scenario tool to simulate strategic scenarios

    Tools we used
    Read case study
  • Data science & AI

    Online interaction, offline buying - what's the connection?

    Tools we used
    Read case study

Ready to get started? Book a call with us today.

Book a free call

Why FELD M?

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Human-centered

We find the problems that people actually care about and develop sustainable solutions, which follow product lifecycles and generate value. 

collaborative

Agile

We apply agile principles to develop fast, learn from mistakes, and continuously adapt. We grow together as a team by fostering collaboration and leveraging individual strengths. 

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Scientific

We use scientific methods to develop high-quality, tailored solutions. We challenge our knowledge by working together with universities.

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For good

We aim to give back to the community by open source code. We support by consulting nonprofits and social impact organizations on their data-related challenges.

 

 

Find out more about our approach

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FAQs

Who is FELD M?

We’re a consultancy and agency specializing in delivering value through data, analytics, and AI. Since 2002, we have supported clients across all industries with digital & data strategy, web & data analytics, CRO, privacy, and the end-to-end development of data products including data engineering, data science, and BI.

As The Data Collective, we champion a collaborative and user-centric approach, building lasting relationships and consistently delivering quality to help clients reach their business goals. What started as a one-man consultancy in Munich has grown into a team of 70+ people spread across Europe. 

Which tools and technologies do you use?

For a full overview, check out our tools overview here. Currently, we are certified partners for 20+ tools including Adobe and Google. We also support with a broad range of other analytics tools including leading customer data platforms, consent management platforms, and more. If you don’t see your preferred tool, drop us a message as we have broad expertise across the tool landscape. We can also support with tool evaluations if needed.

Where are you based?

Our headquarters are in Munich, but we also operate from Berlin, Hamburg, Warsaw, and Basel, and serve clients worldwide. We provide support in both German and English.

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happy clients, including 11 DAX companies

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Net Promoter Score

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client relationships with a duration of more than 5 years

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years in the market

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Ready to take the first step? Book a call with us today.

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