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Beratungsdienste für maschinelles Lernen

Ready to bring ML into your business workflows? We’re here to help you design, build, and launch smart, data-driven solutions that solve your business challenges.

40+

gelieferte Projekte

Ready to bring ML into your business workflows? We’re here to help you design, build, and launch smart, data-driven solutions that solve your business challenges.

40+

gelieferte Projekte

Fuel your business growth with a trusted cloud partner

We’re proud partners of AWS, Azure, and Google Cloud, certified to deliver robust, efficient, and scalable cloud solutions. From POC development to securing funding for computational resources, Innowise provides expert consulting to help businesses implement and scale machine learning solutions effectively. With us, your infrastructure doesn’t just grow — it evolves to drive your success.

When businesses need machine learning consulting services

Lack of ML expertise

Difficulty handling large data

Inefficient operations

Poor customer behavior predictions

Lost sales

Costly downtime

Skalierbarkeitsprobleme

Struggles with fraud detection

Lack of data-driven decision-making

Challenging competition

ML integration issues

Schlechte Datenqualität

Absence of an efficient infrastructure setup

Lack of ML expertise

Our team leverages their ML expertise to design implementation strategies tailored to your business needs.

Difficulty handling large data

We implement data management strategies, data cleaning, and structuring to prepare your data for effective ML application.

Inefficient operations

Our team uncovers inefficiencies in your processes and strategizes ML solutions to eliminate them.

Poor customer behavior predictions

Innowise experts utilize ML for advanced customer analytics, sentiment analysis, and predictive modeling to help you better understand your customers.

Lost sales

We consult on implementing ML-driven personalization engines to deliver tailored products, services, and marketing strategies to increase conversion.

Costly downtime

Our experts help to develop predictive maintenance models using ML to foresee and prevent equipment failures.

Skalierbarkeitsprobleme

We help you build scalable ML solutions that automate your key processes to help your business grow.

Struggles with fraud detection

Our experts provide advice on implementing ML-powered fraud detection systems to monitor, detect, and prevent fraudulent activities in real-time.

Lack of data-driven decision-making

We supercharge your organization with ML-driven analytics and business intelligence solutions for informed decision-making.

Challenging competition

We help you leverage advanced ML technologies to innovate and stay ahead of the market.

ML integration issues

Our team helps you smoothly integrate ML solutions into your existing IT setup, ensuring everything works together efficiently.

Schlechte Datenqualität

We develop data acquisition, cleansing, and validation strategies to improve data quality.

Absence of an efficient infrastructure setup

We help you build smart, scalable ML infrastructure that ensures smooth and optimal performance at all times.

Lack of ML expertise

Our team leverages their ML expertise to design implementation strategies tailored to your business needs. Funktionstests

Difficulty handling large data

We implement data management strategies, data cleaning, and structuring to prepare your data for effective ML application. Regressionstests

Inefficient operations

Our team uncovers inefficiencies in your processes and strategizes ML solutions to eliminate them. Sicherheitstests

Poor customer behavior predictions

Innowise experts utilize ML for advanced customer analytics, sentiment analysis, and predictive modeling to help you better understand your customers. Performancetests

Lost sales

We consult on implementing ML-driven personalization engines to deliver tailored products, services, and marketing strategies to increase conversion. Compliancetests

Costly downtime

Our experts help to develop predictive maintenance models using ML to foresee and prevent equipment failures. Benutzerakzeptanztests

Skalierbarkeitsprobleme

We help you build scalable ML solutions that automate your key processes to help your business grow. eСommerce Automationstests

Struggles with fraud detection

Our experts provide advice on implementing ML-powered fraud detection systems to monitor, detect, and prevent fraudulent activities in real-time. API Tests

Lack of data-driven decision-making

We supercharge your organization with ML-driven analytics and business intelligence solutions for informed decision-making. Datenvalidierungstests

Challenging competition

We help you leverage advanced ML technologies to innovate and stay ahead of the market. Integrationstests

ML integration issues

Our team helps you smoothly integrate ML solutions into your existing IT setup, ensuring everything works together efficiently. Integrationstests

Schlechte Datenqualität

We develop data acquisition, cleansing, and validation strategies to improve data quality. Integrationstests

Absence of an efficient infrastructure setup

We help you build smart, scalable ML infrastructure that ensures smooth and optimal performance at all times. Integrationstests

How AI and ML are useful for business

Markt- und Wettbewerbsanalyse

With AI in your corner, you can keep a close eye on your market and competitors. It tracks trends and analyzes what your market landscape is. This lets you react faster, adapt quicker, and always stay one step ahead of the game.

Customer analysis

What if you could instantly understand what your customers want, even before they do? AI digs into customer behavior, identifying preferences and sentiments. This lets you personalize interactions and refine your offerings.

Verkaufsprognose

Picture a world where predicting your sales is no longer a guessing game. With AI, you get accurate forecasts based on customer behavior, trends, and market data. It’s like having a crystal ball for smarter decision-making.

Empfehlungssystem

AI and ML don’t just suggest products; they predict what your customers will love based on their past behavior. By analyzing browsing and purchasing data, it offers personalized recommendations — improving the customer experience.

Language modelling

AI isn’t just about crunching numbers. With AI-powered language modeling, businesses can streamline tasks like personalized email drafting, customer feedback analysis, and even automated content creation.

Technische Unterstützung

AI-powered support is here to help, 24/7. Smart chatbots handle routine issues fast, so your customers get instant support without the wait. Plus, your team can focus on trickier problems, keeping everything running smoothly.

Turn your data into solutions

From forecasting to root-cause analysis, we solve your toughest challenges with machine learning.

Get comprehensive machine learning consulting services

ML strategy and roadmap development

We work with you to define a clear ML vision and design an actionable, step-by-step roadmap to align every stage with your business goals for impactful results.

Datenstrategie und -management

Think of us as your data architects — we’ll help you organize, clean, and structure your data to make sure it’s ready to support your smart and efficient ML solutions.

ML readiness assessment

We’ll take a close look at your systems and processes, identifying what’s working and what needs tweaking to prepare you for successful ML integration.

ML integration and deployment advisory

Navigating ML adoption can be complex, but we simplify every step of the process by guiding you through integration and large-scale deployment.

ML-powered process optimization consulting

We analyze operational workflows to pinpoint bottlenecks — and optimize processes with predictive analytics and real-time monitoring.

Data analytics and business intelligence advisory

We provide expert guidance to help businesses refine their data strategies — integrating analytics tools and automating ETL pipelines to ensure smarter decision-making.

ML infrastructure implementation consulting

With MLOps, we design, implement, and optimize robust IT environments for deploying ML solutions models at scale — ensuring reliability and peak performance.

AI innovation and research consulting

With our AI expertise, we help businesses discover new applications for AI or make their current systems even better, from building POCs to validating MVPs for smarter, efficient solutions.

AI-powered CX enhancement advisory

Want to wow your customers? We’ll help you roll out AI tools like virtual assistants, personalized shopping experiences, or sentiment analysis for real-time feedback.

AI and ML solutions we specialize in

ML und KI

Automatisierung und Robotik

Datenwissenschaft und -analyse

Gaming und virtuelle Umgebungen

Spezialisierte Software

Netzwerk und Sicherheit

Machine Learning und künstliche Intelligenz

AI and ML solutions
Große Sprachmodelle
Generative Al-Lösungen
Natural language understanding engines
Empfehlungssysteme
Computer Vision-Lösungen

Automatisierung und Robotik

KI-gesteuerte Automatisierungssoftware
RPA-Software

Datenwissenschaft und -analyse

Datenanalyse-Tools
Handelsalgorithmen
Big Data-Lösungen
Wissenschaftliche Modelle
Prädiktive Analytik

Gaming und virtuelle Umgebungen

AI-based bots for virtual environments
VR/AR-Apps
Enhanced object recognition and gesture recognition

Spezialisierte Software

IoT-Software
Branchenspezifische Lösungen

Netzwerk und Sicherheit

Sicherheitssysteme
Systeme zur Aufdeckung und Verhinderung von Betrug

Machine Learning und künstliche Intelligenz

AI and ML solutions
Große Sprachmodelle
Generative Al-Lösungen
Natural language understanding engines
Empfehlungssysteme
Computer Vision-Lösungen

Machine Learning und künstliche Intelligenz

AI and ML solutions
Große Sprachmodelle
Generative Al-Lösungen
Natural language understanding engines
Empfehlungssysteme
Computer Vision-Lösungen

Automatisierung und Robotik

KI-gesteuerte Automatisierungssoftware
RPA-Software

Datenwissenschaft und -analyse

Datenanalyse-Tools
Handelsalgorithmen
Big Data-Lösungen
Wissenschaftliche Modelle
Prädiktive Analytik

Gaming und virtuelle Umgebungen

AI-based bots for virtual environments
VR/AR-Apps
Enhanced object recognition and gesture recognition

Spezialisierte Software

IoT-Software
Branchenspezifische Lösungen

Netzwerk und Sicherheit

Sicherheitssysteme
Systeme zur Aufdeckung und Verhinderung von Betrug

Philip Tsikhanovich

Head of the Big Data

Machine learning is a transformative force shaping the future of industries. As businesses increasingly rely on data, ML enables them to make smarter decisions, streamline operations, and deliver highly personalized experiences at scale. It isn’t just an investment in technology — it’s an investment in a company’s ability to adapt, compete, and lead in the age of intelligent systems.

Philip Tsikhanovich

Head of the Big Data

Artificial Intelligence tech stack

TensorFlow
Keras
PyTorch
MXNet
Nvidia Caffe
Chainer

Theano
OpenNN
Neuroph
Sonett
Tensor
Tf-slim

R
Python

Java
C++

Supervised/Unsupervised Learning
Clustering
Metric Learning

Zero-Shot Learning
One-shot learning
Few-Shot Learning

CNN
RNN
Representation Learning
Manifold Learning

Variational Autoencoders
Bayesian Networks
Autoregressive Networks

Choose Innowise as an ML consulting company

At Innowise, we merge cutting-edge AI technology with deep business expertise to deliver impactful machine learning solutions.

Fachwissen

Our 60+ ML experts are the pros at transforming that knowledge into practical, real-world solutions that deliver meaningful results for your business.

Branchenspezifische Compliance

We know the ins and outs of industries like healthcare, retail, finance, and manufacturing, and we’ll make sure your solution checks every compliance box for a successful launch.

Garantierte Qualität und Sicherheit

With ISO 9001 and ISO 27001 certifications, we guarantee robust quality controls, data encryption, secure access protocols, and regular security audits for your peace of mind.

KPIs-based service delivery

We don’t just build ML solutions — we build ones that align with your KPIs, so you know they’re delivering real value.

Want to discuss your ML solution?

Industrien in denen wir arbeiten

Gesundheitspflege
Einzelhandel und eCommerce
Telekommunikation
Bildungswesen
Versicherung
Energie & Versorgung

Gesundheitspflege

Machine learning is shaking up healthcare in a big way — think of sharper diagnostic tools, personalized treatment plans, faster breakthroughs in drug discovery, better patient risk predictions, and automated admin tasks.

Enhanced diagnostic precision
Tailored treatment plans
Faster drug discovery and development

Einzelhandel und eCommerce

AI in retail? It’s a no-brainer. We help businesses make spot-on product recommendations, manage inventory smarter, detect fraud early on, and set up dynamic pricing that adapts in real time. Plus, your customers get a seamless shopping experience everywhere.

Better sales and loyal customers
No more overstock or shortages
Smooth shopping across all platforms

Telekommunikation

Telecom companies can unlock the potential of ML for network optimization, predictive maintenance, fraud prevention, and deploying next-gen network infrastructure.

Enhanced network performance and reliability
Erhöhte Kundenbindung
Advanced network capabilities

Bildungswesen

Machine learning paves the way for personalized learning journeys, effortless grading and assessments, and 24/7 student support via AI-powered chatbots. It’s like having an extra teacher in the classroom, but digital.

Tailored learning experiences
Less administrative tasks
Verbesserte Wirksamkeit

Versicherung

AI is transforming the insurance game — elevating fraud detection, refining risk modeling, and accelerating underwriting processes with the precision of machine learning.

Genauere Risikobewertung
Streamlined claims processing
Proaktives Risikomanagement

Energie & Versorgung

With ML on our side, we’re making energy use smarter. Our solutions help you lower energy consumption, keep the grid running perfectly, and support the shift to green energy via forecasting and smart meter analysis.

Höhere Betriebseffizienz
Höhere Netzzuverlässigkeit und Belastbarkeit
Beschleunigter Übergang zu erneuerbaren Energien

Fallstudien

Our approach to machine learning consulting services

Our approach is designed to bring clarity, efficiency, and measurable results to every stage of your ML journey.

Risikofreie Projektplanung

We begin by carefully defining the project roadmap and continue to assess the feasibility of any changes to prevent scope creep for our clients.

Realistische Kostenschätzung

Rest assured, we evaluate the upcoming project from various angles to consider all potential risks and accurately forecast its costs.

Fokus auf Nutzererfahrung

By applying user-centric design principles, we build highly intuitive, visually engaging user interfaces that are easy to adopt and navigate.

Kollaborative Umgebung

Transparency and teamwork are at the heart of our process. We foster open communication among all stakeholders to ensure smooth execution.

Hohe Qualität

We make sure every step of development comes with quality checks to keep your project on track and free of any unexpected hiccups.

Maximale Sicherheit

We implement a multi-layered security approach to defend your software and data against all potential risks, threats, and vulnerabilities.

Zentralisiertes Projektwissen

Forget scattered project notes and missing info. Our centralized documentation keeps teams on the same page and every detail in check.

KPI measurement

We help you set simple, measurable KPIs for your ML project, making it easy to track progress and hit your goals every step of the way.

Struggling with scaling your ML projects? Let our experts handle it.

Hire ML experts

18+

Jahre Erfahrung

Standorte weltweit

93%

wiederkehrende Kunden

2000+

zertifizierte Experten

18+

Jahre Erfahrung

Standorte weltweit

93%

wiederkehrende Kunden

2000+

zertifizierte Experten

18+

Jahre Erfahrung

Standorte weltweit

Struggling with scaling your ML projects? Let our experts handle it. Hire ML experts

18+

Jahre Erfahrung

Standorte weltweit

93%

wiederkehrende Kunden

2000+

zertifizierte Experten

Standorte weltweit

93%

wiederkehrende Kunden

18+

Jahre Erfahrung

2000+

zertifizierte Experten

Was unsere Kunden denken

Tim Benedict CTO Vitreus

Innowise implementierte problemlos ein MVP, was den Erfolg des Projekts kennzeichnete. Das Team hat ein hervorragendes Projektmanagement mit Hocheffizienz und pünktlicher Arbeit gewährleistet. Insgesamt sind seine Leidenschaft und sein umfassendes Fachwissen herausragend.

Branche Geschäftsservices
Teamgröße 30 Spezialisten
Projektdauer 15 Monate
Services Architectural design, custom development, blockchain

Ory Goldberg CEO Traxi

“Ich bin sehr zufrieden mit ihrer hochwertigen Arbeit und ihrer Fähigkeit, durch einen sehr professionellen Ansatz genau das zu liefern, was ich will. Ihr flexibler und verfügbarer Prozess ist der Schlüssel zum Erfolg des laufenden Projekts.”

Branche Software
Teamgröße 10 Spezialisten
Projektdauer 24+ Monate
Services Mobil Entwicklung, Web Entwicklung

Davide Criscione Gründer & CEO DC Services GmbH

"Innowise hat hochwertige Ressourcen gefunden, die gut in die ihnen zugewiesenen internen Teams passen. Sie hatten die Ressourcen innerhalb kurzer Zeit startbereit. Das Team bietet ein reaktionsschnelles und sympathisches Projektmanagement. Darüber hinaus sind sie proaktiv und versprechen nicht zu viel."

Branche IT Services
Teamgröße 12 Spezialisten
Projektdauer 15+ Monate
Services Teamaufstellung

FAQ

Machine learning consulting isn’t limited to large enterprises — it’s valuable for businesses of all sizes. ML consulting is beneficial to all data-intensive businesses regardless of size or the industry, as it helps optimize decision-making and modernize operations.

ML consulting projects can span a few months to over a year, depending on factors like complexity, team readiness, and goals. Simple tasks, such as creating predictive models, might wrap up in 1–3 months, while advanced systems often take 6–12+ months, requiring thorough data prep and rigorous model testing.

ML consulting comes with its challenges. Common issues include vague project goals, low-quality or limited data. There’s also the risk of model bias, data security concerns, high costs, and the need for skilled experts. Clear planning, open communication, and strong teamwork can help tackle these risks and drive success.

Successful ML projects depend on high-quality, domain-relevant data that aligns with the problem. This data can come in various forms, including text, images, numbers, and audio. To ensure robust model performance, the dataset must be diverse enough to mitigate issues like data bias or overfitting.

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Nachricht Bitte fügen Sie Projektdetails, Dauer, Technologie-Stack, benötigte IT-Experten und andere Infos bei.

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und andere Infos bei.

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Warum Innowise?

2000+

IT-Fachleute

93%

wiederkehrende Kunden

18+

Jahre Erfahrung

1300+

erfolgreiche Projekte

Andere Services von Innowise

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Unternehmen für Datenanalyse

Datenanalyseservices für das Gesundheitswesen

SharePoint-Beratungsdienste

DataOps-Services

Datenmigrationsdienste

Tableau: Beratung und Umsetzung

Unternehmen für Power-BI-Beratungsdienste

Professionelle Dienstleistungen zur Business-Analyse

Entwicklung medizinischer Software

Bespoke software development services

Services für 3D-Produktmodellierung

Beratungsdienste für maschinelles Lernen

Fuel your business growth with a trusted cloud partner

When businesses need machine learning consulting services

Lack of ML expertise

Difficulty handling large data

Inefficient operations

Poor customer behavior predictions

Lost sales

Costly downtime

Skalierbarkeitsprobleme

Struggles with fraud detection

Lack of data-driven decision-making

Challenging competition

ML integration issues

Schlechte Datenqualität

Absence of an efficient infrastructure setup

How AI and ML are useful for business

Markt- und Wettbewerbsanalyse

Customer analysis

Verkaufsprognose

Empfehlungssystem

Language modelling

Technische Unterstützung

Turn your data into solutions

Get comprehensive machine learning consulting services

ML strategy and roadmap development

Datenstrategie und -management

ML readiness assessment

ML integration and deployment advisory

ML-powered process optimization consulting

Data analytics and business intelligence advisory

ML infrastructure implementation consulting

AI innovation and research consulting

AI-powered CX enhancement advisory

AI and ML solutions we specialize in

Machine Learning und künstliche Intelligenz

Automatisierung und Robotik

Datenwissenschaft und -analyse

Gaming und virtuelle Umgebungen

Spezialisierte Software

Netzwerk und Sicherheit

Machine Learning und künstliche Intelligenz

Automatisierung und Robotik

Datenwissenschaft und -analyse

Gaming und virtuelle Umgebungen

Spezialisierte Software

Netzwerk und Sicherheit

Artificial Intelligence tech stack

Choose Innowise as an ML consulting company

Fachwissen

Branchenspezifische Compliance

Garantierte Qualität und Sicherheit

KPIs-based service delivery

Want to discuss your ML solution?

Industrien in denen wir arbeiten

Gesundheitspflege

Einzelhandel und eCommerce

Telekommunikation

Bildungswesen

Versicherung

Energie & Versorgung

Fallstudien

Our approach to machine learning consulting services

Risikofreie Projektplanung

Realistische Kostenschätzung

Fokus auf Nutzererfahrung

Kollaborative Umgebung

Hohe Qualität

Maximale Sicherheit

Zentralisiertes Projektwissen

KPI measurement

Was unsere Kunden denken

FAQ

Vereinbaren Sie einen Anruf und erhalten Sie alle Antworten.

Kontaktieren Sie uns!

Andere Services von Innowise

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