YOUR PATH TO DIGITAL EXCELLENCE

Assess Your Company's Digital Maturity 

With the Digital Maturity Assessment, you gain clear guidance and tailored strategies to successfully navigate your digital transformation.

Request A Digital Maturity Assessment

Are you aware of how well your company is positioned for the competition over data, knowledge, and resources? With the Digital Maturity Assessment, we evaluate the current status of your strategy, processes, channels, and resources to design a customized digitalization strategy for your business.

Your benefits:

  • Clarity and transparency regarding digital strengths and weaknesses
  • Targeted identification of digitalization potential
  • Tailored roadmap for digital transformation

65%
Efficiency Increase

Processes are systematically automated, accelerated, and optimized

60%
Increased Profitability

Targeted profitability growth through a clear, transparent overall strategy

30%
Cost Savings

Reduction of manual tasks, processes, and associated errors


How does the Digital Maturity Assessment work?

The Digital Maturity Assessment is a scientifically based analysis tool, developed by 123C Digital Consulting in collaboration with the TIMETOACT GROUP. Based on the proven St. Gallen Management Model, it provides a precise evaluation of your digital transformation, identifying strengths and weaknesses as well as the current status of your digital initiatives.

  • What is analyzed?
    The analysis covers all key areas: the use of digital technologies, the integration of data and processes, the development of a digital culture, and the ability to drive innovation.
     
  • Your Advantage: Quick Wins and Long-Term Strategies
    A key benefit of the maturity model is the identification of "Quick Wins" - easily implementable measures that deliver immediate, visible success while also supporting the long-term transformation process. This way, you benefit not only in the short term but also gain a clear roadmap for your future digital development.
     

FRAMING - MAPPING - PLAYING

The 3-Phase Process of the Digital Maturity Assessment


The Three Phases in Detail

Phase 1: Framing

In the first phase, you will complete a digital questionnaire. This provides an overall score of your digital capabilities, along with detailed assessments in four key areas: processes, resources, strategy, and systems. Based on your current status, specific strengths and weaknesses in each of these areas are clearly highlighted.

Subsequent in-depth interviews with departments and specialized teams help validate and further refine the maturity score.

Phase 2: Mapping

The digital roadmap provides a clear and structured overview of your current digital transformation status. It outlines which digital initiatives, projects, tools, and processes are already in place, and highlights areas that are still underutilized or have potential for growth.

This visual representation helps you develop a deep understanding of where your company stands on its digitalization journey.

Phase 3: Playing

In Phase 3, "Playing," the insights from the previous phases are translated into concrete actions, and a strategy for implementation is developed. This phase focuses on validating the strategic direction and prioritizing the necessary actions to ensure successful execution.

Discover Your Digital Maturity!

Start your digital journey now and get expert advice from the TIMETOACT GROUP. Take the first step toward optimizing your digital processes and unlock the full potential of your business.

* required

Wir verwenden die von Ihnen an uns gesendeten Angaben nur, um auf Ihren Wunsch hin mit Ihnen Kontakt im Zusammenhang mit Ihrer Anfrage aufzunehmen. Alle weiteren Informationen können Sie unseren Datenschutzhinweisen entnehmen.

Martin Warnung

martin.warnung@timetoact.at

What Makes TIMETOACT GROUP the Ideal Partner?

The Digital Maturity Assessment helps identify projects with varying requirements in a targeted way. With TIMETOACT GROUP's comprehensive portfolio, these projects can be efficiently implemented within the company group.

From consulting and implementation to operations and managed services, we work with you to develop tailor-made IT solutions that are perfectly aligned with your needs. We leverage proven technologies from Atlassian, IBM, and Microsoft, as well as open standards, to deliver reliable and effective solutions.

TIMETOACT
Referenz
Referenz

Managing sensitive data through digital personnel files

TIMETOACT enables the digital management of approximately 1600 files and 20,000 personnel documents for Pfalzwerke. Managing and editing sensitive personnel data is now secure, requires less effort and is possible from anywhere.

TIMETOACT GROUP
Referenz
Referenz

McKesson: Spend Management cuts software costs by 15%

McKesson's plan to significantly optimize its software spend and make its financial planning more transparent and efficient paid off: Thanks to the strategic consulting and services provided by TIMETOACT's spend management team, the company achieved savings of 15% with one of the largest software manufacturers and at the same time reduced the allocated risks by 89%.

TIMETOACT GROUP
Service
Service

Digital Architecture

In order to survive in a dynamic and highly competitive market, you need to be able to adapt your business processes, products and services quickly and efficiently to the needs and expectations of your customers. The architecture of your IT systems plays a decisive role in this. A digital architecture is a holistic and flexible design of the IT landscape that supports the integration of data, applications and services across different platforms and applications and promotes the innovation, agility and scalability of your company.

TIMETOACT GROUP
Kompetenz
Kompetenz

Digitalization and optimization in the manufacturing industr

The TIMETOACT GROUP is a leading provider of solutions for the manufacturing industry. We are proud to offer our customers innovative technologies and services that optimize their manufacturing processes and increase their competitiveness.

Kompetenz
Kompetenz

Software Engineering

Software engineering is the art of creating good software. Software engineering is the discipline of creating your digital products using methods proven by science and practice.

TIMETOACT
Technologie
Technologie

Advice around Mendix

Develop your solutions quickly and independently in low-code with the leading technology vendor. Use the Mendix toolkit and model your applications with visual elements.

TIMETOACT
Service
Headerbild zur FinOps Consulting
Service

FinOps Consulting

We advise you both commercially and technically on how to gain transparency over your cloud costs and how to reduce them sustainably.

TIMETOACT GROUP
Branche
Headerbild für lokale Entwicklerressourcen in Deutschland
Branche

On-site digitization partner for insurance companies

As TIMETOACT GROUP, we are one of the leading digitization partners for IT solutions in Germany, Austria and Switzerland. As your partner, we are there for you at 17 locations and will find the right solution on the path to digitization - gladly together in a personal exchange on site.

Leistung
Laptop mit vielen Grafiken
Leistung

Software Assessment

Get through the is state of your core systems with the Legacy Software Assessment.

TIMETOACT GROUP
Leistung
Headerbild zu Digitale Transformation bei Versicherern
Leistung

Mastering digital transformation in insurance

Versicherer haben daher bereits die Chancen und Notwendigkeiten der Digitalisierung größtenteils erkannt. Trotzdem ist noch viel zu tun, denn Digitalisierung funktioniert nicht von einem Tag auf den anderen – besonders bei Versicherungen, bei denen es viele altmodische und langsame Prozesse gibt.

Kompetenz
Kompetenz

Cloud native architecture

Digital services require a high level of maturity in architectural work! Service quality, availability, stability and connectivity with adjacent ecosystems are the tip of the iceberg, which is significantly perceived by your customers when using your services.

TIMETOACT GROUP
Kompetenz
Kompetenz

Green IT: Your Status Quo Assessment for Sustainable IT

Sustainability in IT means using resources efficiently, reducing energy consumption, maximizing the lifespan of devices, and minimizing environmental impact at the end of their lifecycle. These actions help improve a company's carbon footprint, minimize compliance risks, and reduce costs in the long run.

Workshop
Workshop

AI Workshops for Companies

Whether it's the basics of AI, prompt engineering, or potential scouting: our diverse AI workshop offerings provide the right content for every need.

TIMETOACT
Service
Teaserbild zu IT-Strategie Beratung
Service

IT strategy – A clear goal and the way to achieve it

The IT strategy provides you with the plan for the long-term development of your IT organisation, necessary technologies, processes and digital culture.

TIMETOACT GROUP
Branche
Branche

Healthcare

IT and digitalisation are too often seen in Germany as pure cost drivers, without taking into account the revenue opportunities and potentials. We know the challenges in the healthcare sector and help you find the best IT solutions.

TIMETOACT GROUP
Kompetenz
Kompetenz

Artificial Intelligence & Data Strategy

Every company collects and manages vast amounts of data, e.g. from production processes or business transactions. However, only a fraction of this data is used effectively to support control and decision-making processes.

TIMETOACT GROUP
Branche
Branche

Digital transformation in public administration

The digital transformation will massively change the world of work, especially in public administration. We support federal, state and local authorities in the strategic and technical implementation of their administrative modernisation projects.

TIMETOACT GROUP
Branche
Headbilder zu innovativem Schadenmanagement für Versicherungen
Branche

Effective claims management for insurers

Insurers have the challenge of helping people quickly and reliably in the event of a claim. At the same time, they have to keep the costs of claims and benefits management low so that insurance premiums remain affordable.

TIMETOACT GROUP
Branche
Headerbild zu Cloud bei Versicherungen
Branche

Paths to the cloud for insurers

Cloud ist die Blaupause für eine moderne Nutzung von IT-Ressourcen. Doch traditionell scheuen viele Versicherer den Weg in die Cloud. Befürchtet werden Kontrollverlust oder fehlende Sicherheit für vertrauliche Daten. Doch all dies sind Themen, die technisch und organisatorisch gelöst sind. Es überwiegen die Vorzüge einer flexiblen und kostengünstigen Architektur.

Offering
CLOUDPILOTS Blog
Offering

Google for Education

The digital classroom for the home

TIMETOACT GROUP
Branche
Headerbild zur Logistik- und Transportbranche
Branche

AI & Digitization for the Transportation and Logistics Indus

Digitalisierung und Transparenz der Prozesse sowie automatisierte Unterstützung bei der Optimierung können Logistikunternehmen helfen, den Spagat zwischen Kosten und Leistung besser zu bewältigen, um langfristig als wertvoller Partner der Wirtschaft zu agieren.

TIMETOACT GROUP
Branche
Schild als Symbol für innere und äußere Sicherheit
Branche

Internal and external security

Defense forces and police must protect citizens and the state from ever new threats. Modern IT & software solutions support them in this task.

TIMETOACT
Technologie
Technologie

Advice around Mendix

Develop your solutions quickly and independently in low-code with the leading technology vendor. Use the Mendix toolkit and model your applications with visual elements.

TIMETOACT
Service
Headerbild zu FinOps
Service

FinOps

Gain visibility into your cloud costs and sustainably reduce them by applying best practices from FinOps.

TIMETOACT GROUP
Kompetenz
Kompetenz

Digital Strategy & IT Strategy

Digital transformation has gained enormous importance in recent years. If you do not want to leave the success of Digital Transformation to chance, you need an integrated digital strategy and IT strategy.

TIMETOACT GROUP
Branche
Headerbild zur automatischen Handschrifterkennung bei Versicherern
Branche

Automatic handwriting recognition for insurers

The recognition of handwriting works "out of the box". In addition, we support our customers in further document classification and extraction of specialized data so that it can be processed automatically.

TIMETOACT
Service
Headerbild zu Microsoft FinOps
Service

FinOps Microsoft - Microsoft Cloud Cost Optimization

TIMETOACT offers license management and compliance consulting in the Microsoft area, as well as technical consulting (e.g. on the use of Azure Services).

IPG
Offering
Teaserbild Angular
Offering

Angular_Angebot

Was bedeutet das für Ihr Unternehmen? Welche Migrations-Szenarien gibt es? Wir zeigen Ihnen WIE! ✅

Offering
Offering

Smart Assessment

Using Smart Assessment you can have your existing IT environment assessed, e.g. in the event of a change of deployment or a required upgrade.

Lösung
Two people discussing in front of a computer
Lösung

The COBOL Survival Team for IBM i (AS400)

COBOL developers on IBM i (AS400) are a rare commodity. PKS provides a powerful team especially for this application!

TIMETOACT
Service
Headerbild zu Digitale Planung, Forecasting und Optimierung
Service

Demand Planning, Forecasting and Optimization

After the data has been prepared and visualized via dashboards and reports, the task is now to use the data obtained accordingly. Digital planning, forecasting and optimization describes all the capabilities of an IT-supported solution in the company to support users in digital analysis and planning.

TIMETOACT GROUP
Service
Service

Process Transformation, Integration & Automation

Digital transformation requires companies to continuously optimize, integrate and automate their business processes. This is the only way they can remain competitive, increase customer satisfaction and reduce costs. IT plays a crucial role in this, as it must provide, implement and adapt the appropriate technologies to enable process innovations.

Kompetenz
Kompetenz

Cloud platforms and automation technology

Lost in the jungle of possibilities? We help with the selection and implementation of modern cloud Platforms and cloud technologies.

Leistung
Leistung

Application development on IBM i (AS400)

We maintain, modernise or migrate IBM i applications (AS400). To ensure that digital transformation does not remain a buzzword, we provide the developer manpower to drive and realise it.

Service
Service

Digitalization and cloud transformation

We adjust the levers of your individual digitalization initiative for speed, adaptability, security and compliance!

Offering
Offering

Smart Check

Smart Check provides you with a structured analysis of your current Atlassian tool deployment: a readiness analysis together with an efficiency check.

Branche
Branche

Artificial Intelligence in Treasury Management

Optimize treasury processes with AI: automated reports, forecasts, and risk management.

Offering
Google Workspace macht glücklich
Offering

Advanced Admin Trial

If you’re interested in Advanced Admin, you can test it for free for 14 days via the Marketplace.

TIMETOACT
Referenz
Referenz

Semper uses TIMETOACT Vacation Manager as SaaS

Maximum convenience in vacation management: educational institution benefits from user-friendliness of M365-compatible TIMETOACT solution.

TIMETOACT GROUP
News
News

TIMETOACT GROUP acquires Atlassian Partner catworkx

The acquisition is in line with the expansion of the consulting portfolio of TIMETOACT GROUP to become the leading Atlassian partner in the German-speaking region. The partnership between the two groups, which has already existed for some time, will now be merged and expanded under the umbrella of the TIMETOACT GROUP.

Leistung
Leistung

Technology transformation

We transfer old development environments and legacy source code to a future-proof basis. ► Enterprise DevOps ► Re-Platforming Mainframe & Adabas/Natural-applications ►CA-TELON Dismissal

Martin WarnungMartin WarnungBlog
Blog

Common Mistakes in the Development of AI Assistants

How fortunate that people make mistakes: because we can learn from them and improve. We have closely observed how companies around the world have implemented AI assistants in recent months and have, unfortunately, often seen them fail. We would like to share with you how these failures occurred and what can be learned from them for future projects: So that AI assistants can be implemented more successfully in the future!

Referenz
Referenz

Customer Relationship Management with Jira and Confluence

The TOPMOTIVE Group consists of Europe's leading companies for catalog and information systems and services in the automotive independent aftermarket. Creating, maintaining and displaying sales-relevant information in one system was the vision that became reality with the help of Atlassian tools.

novaCapta
Leistung
Businessmen use laptops to secure computing through cloud storage for digital business and cloud data processing management. Optimizing online business customer service
Leistung

Azure Infrastructure

With both PaaS and IaaS, Microsoft Azure offers you a technical basis for mapping individual enterprise architectures in the cloud. With our Azure Consulting Services and our Azure Landing Zone approach, you can master the journey to the cloud and optimize your business processes.

Kompetenz
Kompetenz

IT modernization

Whether it is about the development of company-wide digitalization strategies, the agile development of high-quality software or the successful, holistic transformation into the cloud - whenever companies want to modernize their IT, ARS Computer and Consulting is the right partner.

Produkt
Google Workspace Office Applikationen
Produkt

Google Workspace

Google Workspace offers an enhanced office suite that promotes collaborative teamwork. Try it free of charge for 30 days only with CLOUDPILOTS!

TIMETOACT GROUP
Service
Service

Customer Experience​ & Retention​

In the face of digital transformation, customer experience and loyalty are of vital importance. Seamless interactions, personalized services and responsive support are critical to driving customer loyalty and satisfaction. A positive experience leaves a lasting impression and encourages repeat business and referrals. Conversely, a poor experience can drive customers away, which is exacerbated in the digital world where choice is abundant and switching costs are minimal.

Service
Service

Managed Service: Mailroom

In the TIMETOACT mailroom, business documents are converted into data in a highly efficient manner and returned securely to the end customer for further processing.

News
News

CLOUDPILOTS with Google Cloud @ SCCON 2024

At the Smart Country Convention in Berlin, we will show you how innovative cloud solutions can make your organization fit for the future.

Leistung
Server farm
Leistung

From Unix to Linux with Adabas/Natural

Mit Adabas/Natural von Unix nach Linux

Referenz
Referenz

Automated Planning of Transport Routes

Efficient transport route planning through automation and seamless integration.

Kompetenz
Kompetenz

ARS Golden 4

Agile development, DevOps, APIs and microservices are the state-of-the-art gold standards for their digital systems and products.

Whitepaper
Mockup eXplain Coaching Whitepaper
Whitepaper

eXplain – Coaching Whitepaper Download

Mastering legacy transformation: coaching as a key discipline for consistent success.

Whitepaper
Mockup Whitepaper
Whitepaper

eXplain – Sustainability Whitepaper Download

eXplain - Sustainability as a strategic approach for the transformation of IBM Power i (AS400) or IBM Z (mainframe) legacy applications.

TIMETOACT
Technologie
Headerbild zu IBM Cloud Pak for Data Accelerator
Technologie

IBM Cloud Pak for Data Accelerator

For a quick start in certain use cases, specifically for certain business areas or industries, IBM offers so-called accelerators based on the "Cloud Pak for Data" solution, which serve as a template for project development and can thus significantly accelerate the implementation of these use cases. The platform itself provides all the necessary functions for all types of analytics projects, and the accelerators provide the respective content.

TIMETOACT
Referenz
Referenz

Automation lays the foundation for smooth archive changeover

For Rottendorf Pharma GmbH, the ECM experts of TIMETOACT GROUP have reattached all file attachments from the IBM archive to the corresponding e-mails in the mailing system. This was done automatically and with little manual effort using the specially developed Notes tool "ArchiveUsers".

Kompetenz
Kompetenz

Legacy modernisation with eXplain

The tool for analysing code on the IBM i (AS400) & IBM Z (mainframe).

TIMETOACT GROUP
News
News

Trustbit becomes part of TIMETOACT GROUP

TIMETOACT GROUP, a leading provider of IT services for medium-sized businesses, corporations and public institutions, is acquiring Trustbit, an experienced Austrian consulting firm focused on digital transformation and the development of digital business models.

TIMETOACT GROUP
Service
IT Modernization
Service

IT Modernization

We help you lead your IT to the digital age and in line with your business strategy.

novaCapta
Leistung
modern office building in hangzhou china
Leistung

IT modernization and strategy

Which path is best for you - completely in the cloud, hybrid or on-prem? What about your infrastructure and data security? We help you step by step on the safe way to exploit the full potential of the Microsoft universe for you.

Service
Service

Application Integration & Process Automation

Digitizing and improving business processes and responding agilely to change – more and more companies are facing these kind of challenges. This makes it all the more important to take new business opportunities through integrated and optimized processes based on intelligent, digitally networked systems.

Service
Service

Cloud Transformation & Container Technologies

Public, private or hybrid? We can help you develop your cloud strategy so you can take full advantage of the technology.

Offering
Offering

Atlassian Enterprise License Agreement (ELA)

Designed specifically for large enterprises and corporations, ELA includes all Atlassian products.

TIMETOACT
Service
Navigationsbilc zu Application Development
Service

Application Development

Application Development refers to the process of modifying, designing and/or developing one or more applications. Gaps in the software landscape can be closed by tailoring applications individually to the customer.

Produkt
Kollaboratives Arbeiten am digitalen Arbeitsplatz
Produkt

Acer Hardware

Acer's Chrome hardware makes the move to the Cloud even easier for you and your colleagues. The products are simple, elegant and powerful.

Blog
Blog

ChatGPT & Co: LLM Benchmarks for November

Find out which large language models outperformed in the November 2024 benchmarks. Stay informed on the latest AI developments and performance metrics.

TIMETOACT
Service
IT Demand Management Teaser
Service

Demand Management – Clarity on IT needs

We help to determine your effective IT needs, e.g. for workstations with Microsoft Office 365. Save money by only buying what you really need.

TIMETOACT GROUP
Service
Digital Workplace & Employee Experience
Service

Digital Workplace & Employee Experience

The Digital Workplace gained in importance, especially in recent months, becoming indispensable for many companies. The Microsoft Office 365 platform provides an ideal basis for this development. However, the Digital Workplace also includes intranet and collaboration environments.

Lösung
Cloud Migration Beratung
Lösung

Txture

Txture enables strategic planning of your IT, rapid Cloud transformation and IT risk reduction in hybrid IT environments.

TIMETOACT GROUP
Kompetenz
Kompetenz

Business Innovation & Digital Transformation

6. Compliance, Spend Management & Sourcing

Service
Die Videokonferenzlösung von Google Workspace Meet
Service

Workspace Security Assessment

Two of the most common topics for questions about Cloud services in general, and Google Workspace in particular, are security and data protection. We take both topics very seriously and offer the Workspace Security Assessment Workshop, a Google-standardized format for optimizing security settings to meet enterprise requirements.

TIMETOACT GROUP
Kompetenz
Kompetenz

Technology Adoption & Integration

IT is the driving force behind digital transformation. It provides your company with the technological foundations on which you can drive digital innovation, optimize customer loyalty and experience and automate your business processes.

Produkt
Mit Google Workspace ist jeder richtig in der Cloud
Produkt

Digital workplace - overview

Well prepared into the Cloud! The right mix of hardware and software makes the experience so much more enjoyable. Here you can find an overview of our most important tools!

TIMETOACT
Referenz
Referenz

The digital customer file with IBM Content Manager

The prefabricated house specialist SchwörerHaus KG has relied on IBM technology for many years to set up a digital customer file.

TIMETOACT
Service
Headerbild zu Dashboards und Reports
Service

Dashboards & Reports

The discipline of Business Intelligence provides the necessary means for accessing data. In addition, various methods have developed that help to transport information to the end user through various technologies.

Lösung
Lösung

Migrate to the Google Cloud with CLOUDPILOTS

Migrate easily to the Google Cloud Platform with Cloud Pilots. Reduce costs, enhance security, optimize scalability, and modernize your workloads.

Whitepaper
Mockup eXplain Codeanalyse Whitepaper
Whitepaper

eXplain - Download code analysis whitepaper

eXplain - The tool for code analysis on the IBM i (AS400) & IBM Z (mainframe)

TIMETOACT
Service
Navigationsbild zu Data Science
Service

Data Science, Artificial Intelligence and Machine Learning

For some time, Data Science has been considered the supreme discipline in the recognition of valuable information in large amounts of data. It promises to extract hidden, valuable information from data of any structure.

News
Junger Business Mann der seinen Erfolg feiert
News

We are 2024 Google Cloud Sales Partner of the Year - Alps!

We are proud to announce that we have won the prestigious 2024 Google Cloud Sales Partner of the Year - Alps Award!

TIMETOACT
Service
Headerbild IT Controlling
Service

IT Controlling – Determination and allocation of IT costs

We help to make IT controlling processes efficient and effective and to introduce suitable procedures for the internal allocation of IT costs.

Blog
Blog

ChatGPT & Co: LLM Benchmarks for September

Find out which large language models outperformed in the September 2024 benchmarks. Stay informed on the latest AI developments and performance metrics.

TIMETOACT
Service
Headerbild IT Security
Service

IT security – protection against cyber attacks

IT security is becoming more and more important. We help organizations to implement appropriate and effective security structures, processes and controls.

TIMETOACT
Service
Headerbild zu Application Modernization
Service

Application Modernization

Application Modernization focuses on modernizing existing applications. The key to success in Application Modernization is the strategy and selection of projects.

Leistung
Leistung

Digital Consulting International

For us, consulting means working with you to achieve your goals, show you new options and get the most out of your resources and requirements..

Blog
Blog

ChatGPT & Co: LLM Benchmarks for October

Find out which large language models outperformed in the October 2024 benchmarks. Stay informed on the latest AI developments and performance metrics.

TIMETOACT
Service
Headerbild zu Big Data, Data Lake und Data Warehouse
Service

Big Data, Data Lake & Data Warehousing

For the optimal solution – with special consideration of the business requirements – we combine different functionalities.

TIMETOACT
Technologie
Logo Atlassian Confluence
Technologie

Confluence from Atlassian

Create, organize, and collaborate on tasks - all in a single place. Confluence is a workspace for teams and organizations where you can store your documentation and collaboratively develop and share knowledge. Dynamic pages give your team a place to create, capture, and collaborate around projects or idea development.

Offering
Offering

Experten-Workshops

As an Atlassian Platinum & Enterprise Solution Partner, catworkx specializes in customer-specific expert workshops for Atlassian products.

Offering
Offering

Smart Start

Using Smart Start you receive a customized prototype based on Jira, Jira Service Management or Confluence after a detailed requirements analysis.

TIMETOACT
Technologie
Headerbild zu IBM Decision Optimization
Technologie

Decision Optimization

Mathematical algorithms enable fast and efficient improvement of partially contradictory specifications. As an integral part of the IBM Data Science platform "Cloud Pak for Data" or "IBM Watson Studio", decision optimisation has been decisively expanded and embedded in the Data Science process.