Leverage your business using the full range of data analytics!

We accompany you on your journey from ideation to deployment—in a way that’s iterative, risk-aware, and business value–oriented. Our deep scientific roots give you access to state-of-the-art analysis, prediction, and optimization.

Our promise: we take you from data to insights, and from insights to actions.

VALUE PROPOSITION

Across the data-driven company

We have value propositions for many roles in the data-driven company: from decision makers and sponsors to project and product managers to data scientists and researchers.

SERVICES

Enablers throughout the project lifecycle

Our services cover the full analytics project lifecycle: from ideation all the way to deployment and evaluation, explicitly addressing the fact that data typically reveals its secrets only one piece at a time.

At TSUMCOR Research, we actively live the transfer of knowledge between industry and academia. By working with us, our clients benefit from the most promising technological developments in research and obtain analysis with real scientific rigor.

Dr. Gregor Reich
Founder and Senior Consultant

EXPERTISE

The full range of data analytics

Our expertise includes predictive analytics and (causal) inference, as well as prescriptive methods such as reinforcement learning—all to allow insights to become actions.

TEAM

The minds behind TSUMCOR Research

The knowledge and experience of our team take the success of your data analytics endeavor to a different level.

GET IN TOUCH

Next stop: insights.

Leverage your business using the full range of data analytics!

Our promise: we take you from data to insights, and from insights to actions.

VALUE PROPOSITION

Across the data-driven company

We have value propositions for many roles in the data-driven company: from decision makers and sponsors to project and product managers to data scientists and researchers.

SERVICES

Enablers throughout the project lifecycle

At TSUMCOR Research, we actively live the transfer of knowledge between industry and academia. By working with us, our clients benefit from the most promising technological developments in research and obtain analysis with real scientific rigor.

Dr. Gregor Reich
Founder and Senior Consultant

EXPERTISE

The full range of data analytics

Our expertise includes predictive analytics and (causal) inference, as well as prescriptive methods such as reinforcement learning—all to allow insights to become actions.

TEAM

The minds behind TSUMCOR Research

The knowledge and experience of our team take the success of your data analytics endeavor to a different level.

GET IN TOUCH

Next stop: insights.

Leverage your business using the full range of data analytics!

Our promise: we take you from data to insights, and from insights to actions.

At TSUMCOR Research, we actively live the transfer of knowledge between industry and academia. By working with us, our clients benefit from the most promising technological developments in research and obtain analysis with real scientific rigor.

Dr. Gregor Reich
Founder and Senior Consultant

VALUE PROPOSITION

Across the data-driven company

We have value propositions for many roles in the data-driven company: from decision makers and sponsors to project and product managers to data scientists and researchers.

SERVICES

Enablers throughout the project lifecycle

EXPERTISE

The full range of data analytics

Our expertise includes predictive analytics and (causal) inference, as well as prescriptive methods such as reinforcement learning—all to allow insights to become actions.

TEAM

The minds behind TSUMCOR Research

The knowledge and experience of our team take the success of your data analytics endeavor to a different level.

GET IN TOUCH

Next stop: insights.

OUR VALUE PROPOSITION

Across the data-driven company

Decision makers and sponsors

Rigorous, unbiased advice on project planning, execution, and evaluation, from proven experts.

We support decision makers and sponsors in leveraging their companies through data-driven transformation. Our input to planning and implementation is strictly driven by business value creation and risk awareness. We assist in promoting new approaches and new ideas to customers, top management, or regulators, and in systematically evaluating the realized value of projects and campaigns. As external experts, we mitigate the issue of limited—and potentially biased—information, independently assessing the potential and the risks of ideas and project plans. We analyze the methodological rigor of existing implementations and propose concrete improvements.

Product and project managers

Flexible upscaling of teams and expertise, a rich educational offering, and project management.

Product and project managers can have enormous positive impact, and we are happy to assist in making that happen. We advise on exploring opportunities, managing outcome uncertainty, and finding the shortest path from proof-of-concept to deployment. We address management expectations and concerns through the effective and credible communication of potential business impact and by delivering rigorous evidence of value creation for the company. We moderate communication with the team, bridging managerial and technical issues. We flexibly extend the team for hands-on implementation work, and our Academy is ready to boost in-house expertise.

Data scientists and researchers

Methodological sparring, customized training and mentoring, and ad hoc outsourcing solutions.

Data scientists and researchers—that’s what we are too, at heart. We complement the team in various roles and functions, “getting our hands dirty” in research and implementation work. We serve as sparring partners, critically assessing ideas and implementation designs, and develop insights that lead to improvements and alternative approaches. We contribute expertise through tailored training and ad hoc consulting, addressing the challenges of a fast developing field. We help to demonstrate to managers or customers the effectiveness of the methodologies employed, and provide meaningful reporting and documentation input.

OUR SERVICES

Enablers throughout the project lifecycle

Inception

Together with the client, we explore the opportunities offered by rigorous, state-of-the-art analytics applied in the context of its business. We guide the evaluation of available methods and implementations. Based on our assessment of the client’s data lake and infrastructure, we return a profound verdict on feasibility and prospects.

Elaboration

Complementing the client’s own team, we “get our hands dirty” rapidly building prototypes, iteratively developing models and implementation designs, and setting up data integrations and computational environments—the groundwork to making any analytics project fly. Rigorous testing and realistic evaluation are givens at TSUMCOR Research.

Review

We serve as external experts, providing independent assessment and rigorous feedback on planned or operational methodologies and implementations. We offer suggestions for improvement, and evaluate proposals with regard to technical and economic criteria. We deliver ad hoc reports and serve on advisory boards for continuous supervision.

Project management and supervision

For efficient resource allocation and sophisticated investment decisions, we support the client in rigorously measuring the effects of treatments, campaigns, or projects. We integrate our knowledge of experimental design, optimization, and causal inference, maximizing insight while minimizing any impact of experimentation on business.

Evaluation

For efficient resource allocation and sophisticated investment decisions, we support the client in rigorously measuring the effects of treatments, campaigns, or projects. We integrate our knowledge of experimental design, optimisation, and causal inference, to maximise insight while minimising impact of experimentation on business.

TSUCORACADEMY

We are always happy to share our knowledge and experience. Drawing on a large network of internationally renowned specialists from industry and academia, our Academy’s education and training offering covers a wide range of topics, providing tailored learning materials and up-to-the-minute engagement techniques.

OUR EXPERTISE

The full range of data analytics

Descriptive analytics

Explore data using summary  statistics, figures, or interactive widgets

"What does the data look like—quite literally?”
"Is the data ‘clean’?”
"Are there missing data or outlier issues?”

The starting point of almost every analytics  project. Part of any data scientist’s toolbox.

Diagnostic analytics (inference)

Answer qualitative questions, quantify effects, assess causality

"Did the marketing campaign improve sales?”
"What ‘hidden’ factors are driving consumer choice?”

We employ innovative tools from experimental design, causal inference, and high-dimensional data analysis. Besides serving our clients, we actively conduct academic research in this field.

Predictive analytics

Develop models to predict outcomes, "mine" data for patterns

"What products are frequently bought together?”
"How likely will a customer be to cancel his or her subscription?"

The most popular application of machine learning in analytics. Our teaching at the university level obliges us to stay up to date on this matter—all to the benefit of our clients.

Prescriptive analytics

Derive policies that map data to optimal actions

"How to target customers so as to maximize profits?”
"When to initiate a machine repair so as to minimize maintenance and expected breakdown costs?”

Combines methods from operations research, machine learning, and artificial intelligence. We develop our own products based on prescriptive technologies.

OUR TEAM

The minds behind TSUMCOR Research

Dr. Gregor Reich

With a PhD in Quantitative Economics, Gregor is expert at developing and applying statistical methods and machine learning in business contexts. He implements analytics projects for companies in a range of industries, starting with opportunity screening and reaching all the way to outcome evaluation. His experience as product owner enables him to manage projects with a disciplined focus on value creation and the early resolution of uncertainty.

A former professor of Quantitative Marketing, Gregor actively contributes to the field of data analytics and its applications, and his award-winning research has been published in leading academic journals. He holds consulting appointments with academic research groups at top-tier universities and serves on scientific advisory boards.

Markus Kreher

A graduate in Computer Science and a certified Scrum Master and Product Owner, Markus focuses on the management and the technical design of digitalization and automation projects. He uses his extensive experience in applying technology to support new business processes, empowering businesses that act in an environment driven by both extreme competition and fast digital transformation.

Founder of mit Aufwind AG and a seasoned consultant for business process digitalization, Markus complements the team’s analytics skills, ensuring our clients’ insights become truly actionable. He uses agile methodologies and lean-startup principles to plan and integrate our solutions at all stages of the analytics project lifecycle.

GET IN TOUCH

Now you know our story, tell us yours. Next stop: insights.

Leverage your business using the full range of data analytics!

Our promise: we take you from data to insights, and from insights to actions.

VALUE PROPOSITION

Across the data-driven company

We have value propositions for many roles in the data-driven company: from decision makers and sponsors to project and product managers to data scientists and researchers.

SERVICES

Enablers throughout the project lifecycle

At TSUMCOR Research, we actively live the transfer of knowledge between industry and academia. By working with us, our clients benefit from the most promising technological developments in research and obtain analysis with real scientific rigor.

Dr. Gregor Reich
Founder and Senior Consultant

EXPERTISE

The full range of data analytics

Our expertise includes predictive analytics and (causal) inference, as well as prescriptive methods such as reinforcement learning—all to allow insights to become actions.

TEAM

The minds behind TSUMCOR Research

The knowledge and experience of our team take the success of your data analytics endeavor to a different level.

GET IN TOUCH

Next stop: insights.

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Ut elit tellus, luctus nec ullamcorper mattis, pulvinar dapibus leo.