Data Science Consulting Services

Turning raw data into game-changing insights

We help improve business insights with the help of Artificial Intelligence, Machine Learning and Deep Learning.

Our data science consulting services assist businesses in building robust data strategies. We uncover hidden insights to aid in business decision-making. It helps identify new opportunities using advanced ML & AI techniques. Our team specializes in building custom AI/ML solutions. This empowers enterprises and businesses of all sizes to conduct real-time analysis. It enables them to make impactful, data-driven decisions.

We help solve problems

Our team of data scientists goes beyond descriptive analytics. They provide you with predictive analysis for your business. Our data scientists and BI analysts turn raw data into easily digestible information. It makes actionable predictions possible. This helps your business cut through data noise. It enables you to discover new opportunities. In addition, it aids in reaching complex goals, enabling your business to stay competitive.

Data science consulting services we offer

Our Expertise

Comprehensive Consulting

Helping you create a strategy based on data and spot opportunities. It helps enhance existing workflows for maximum business impact. Our data scientists and analysts create ML models for business-specific challenges. We design advanced data science solutions. We also provide a detailed roadmap and curated tech stack for your project. It helps prevent common pitfalls and ensures success.

Data Science as a Service (DSaaS)

Get more out of your data with on-demand access to our data science team. Our Data Science as a Service helps you leverage advanced technologies. Gain insights without building an in-house data science team.

Statistical Programming

Our data scientists help you leverage the benefits of statistical analysis. We work with programming languages like R, Python, Java, and C++ etc.

Data Engineering Services

Helping you analyze all types of data. Our data engineers handle structured, unstructured, or semi-structured data. They employ the right tools and technology for effective solutions. This aids businesses in overcoming various data challenges. We help improve user satisfaction and formulate insights-driven business strategies.

Data Pipelines & Data Manipulation

We help build data pipelines. This helps gather, unify, structure, cleanse, transform, and extract information from various data sources. Whether it's regular reporting or ad-hoc modeling, our data scientists offer their expertise. They are involved in every step of the project.

Predictive Analytics

We use data science, advanced analytics, and ML for accurate predictions. We build custom solutions for predictive analysis. This enables you to enhance your forecasting competence. It improves efficiency, ensuring smoother operations. Also, it helps build customer loyalty through personalized approaches. Moreover, it enhances decision-making by providing valuable insights.

Artificial Intelligence Solutions

Offering data science and AI expertise to build solutions. We help automate repetitive business processes, data processing, analytics and reporting. Our team leverages the right technologies, tools, methods, and algorithms. We aim to provide you with a seamless AI solution experience.

Machine Learning & Deep Learning

We create deep learning algorithms based on ML techniques. It helps you find hidden patterns in large data and make precise predictions with Model Validation. Also, enables performing root cause analysis and improving overall operations. We build AI & ML based industry-specific advanced data science solutions. Our service automates tasks, promotes informed decisions, and streamlines operations. We also design & develop new ML models, features, and modules for your existing solutions.

Natural Language Processing

We enable you to leverage the power of NLP. Our team helps you to process large volumes of data and discover insights. You can analyze areas such as user sentiments, customer feedback, and audience segments.

Generative AI

Our data science and ML engineering experts help you develop innovative generative AI solutions and integrate them with your business systems. We help you leverage generative AI for data augmentation and synthesis. It helps to overcome challenges associated with incomplete, limited, or improper datasets. In addition, our team builds custom ML models designed to suit your distinct set of challenges.

Image Analysis Services

We have a team of experts experienced in planning, designing & developing tailored image analysis software.

Data Analytics & Data Visualization

Offering a comprehensive service that lets you convert data into intelligent insights, helping you to identify patterns and trends. We leverage Exploratory Data Analysis to identify data patterns. It enables your team to make better and faster decisions. We also help develop rich visualizations and user-specific dashboards. Our team leverages tools like Power BI and Matplotlib.

Big Data Consulting

We provide complete big data services. Our service includes consulting, implementation, and support. We assist you to manage and process large volumes of data in real-time. This makes extracting advanced analytical insights from data much more precise.

Some of the use cases of data science where we can assist

Perform Sentiment Analysis

Get a deeper insight into user emotions and perceptions. This helps make strategic adjustments.

Supply Chain Management

Get reliable demand predictions, inventory enhancement suggestions, risk assessment, etc.

Detect Anomaly

Scrutinizing data for disparity and taking preventive or corrective measures.

Improve Product Quality

Proactively identify deviations in the production process that affect quality or cause disruptions.

Predictive Maintenance

Identifying patterns that lead to failure in machinery.

Personalized Customer Experience

Identify customer behavior and segment them to build recommendation engines. This enables to provide personalized services.

Enhance Sales Process

Get advanced leads & opportunity scoring, suggestions, alerts on negative sentiments.

Financial Management

Financial management including forecasting earnings or potential financial risks.

Image Analysis

Reduce human errors by automating visual inspection, and facial or emotional recognition.

Methods and algorithms we use for data science consulting services

Statistical Methods

Autoregressive–moving-average (ARMA)
Autoregressive integrated moving average (ARIMA)
Inferential statistics
Descriptive statistics

ML Methods

Supervised learning
Unsupervised learning
Reinforcement learning

Neural Networks and Deep Learning

Deep Q-Networks
Recurrent Neural Network (RNN)
Convolutional Neural Network (CNN)
Bayesian Deep Learning (BDL)
Generative adversarial networks
Autoencoders

Tools & technologies we use

Programming Language

Python

C++

Scala

Java

Libraries

Spark

Amazon Machine Learning

Azure Machine Learning

Theano

Keras

scikit-learn

Gensim

spaCy

Databases

SQL Server

PostgreSQL

MongoDB

Frameworks

Hadoop

Kubernetes

Mahout

Caffe

MXNet

TensorFlow

Torch

OpenCV

Data Visualization

Matplotlib

Power BI

Tableau

Platforms

AWS

Azure

Google Cloud

Our approach to data science services

Define

Defining business objectives
Assessing business needs and current performance
Identifying existing issues & challenges
Deciding on initial technologies to utilize
Determining the final output

Preparing the Data

Gather data from multiple sources
Evaluate data quality
Transformation and cleansing

Design and Development

Determining ML model criteria
Choosing optimal data science techniques
Developing, training, testing, and deploying analytical model

Support and Maintenance

Post-implementation support and maintenance to ensure optimal performance

Why choose us for data science services?

Large, dedicated data science teams

Years of experience building ML models & delivering data science projects

Cost effective data science service

Combine Mathematics, Advanced Statistics and software development expertise for best results

FAQs

How is data science related to AI?-

Data science is the extraction of insights from data. It involves applying statistical and computational techniques. Whereas, AI involves the creation of algorithms that can perform tasks that usually require human intelligence. Data science provides data and insights by employing AI algorithms for learning and decision-making.
How can data scientists help?+

In simple terms, it helps to drive data-based decision-making. Techniques such as statistical analysis, & ML algorithms are used to mine large data sets and extract insights. The extracted insights then can be presented using data visualization tools.
When to hire a data scientist?+

When you have reached the limit of the existing reporting platform. Or, need specialized expertise to solve certain statistical analysis. Data scientists can also uncover hidden business insights buried within your data.
What to look for in a data scientist?+

It is advisable to seek assistance from a skilled data scientist with a strong background in the subject. Our data scientists are proficient in fields such as predictive analysis, data pipeline, ML etc. We can help you navigate through the data science goals from start to finish.
How can I trust Congruent for my data science project?+

We have helped many clients across the globe with their data science requirements. We are considered as one of the most trusted names for data science. Besides that, we encourage our new clients to initiate the project with PoC or MVP. Once they are satisfied with the results, they can expand the scope to accommodate the full project.

Let our data science experts help you

Tell us your data science needs. We will get back to you quickly.