Machine Learning

Use of Data in a Systematic Way

All your facts, analytics, and AI on one platform One platform for all of your data, analytics, and AI Ancrew Global Services provide a solution for the design, deployment, and control of AI programs.

Ancrew Global Services percentage the equal vision to make records analytics easy sufficient for all customers, but scalable, governed, and safe enough for all businesses. RapidMiner is the company-ready records technology platform that amplifies the collective impact of your humans, understanding and information for breakthrough aggressive advantage.

Our Mission Is to Bring the Power of AI to Every Business

We are a data science and analytics consulting firm delivering AI-powered software and technical solutions to companies who want to leverage data and machine learning algorithms to add value to their businesses.

As an artificial intelligence company, we’re focused on machine learning, AI software development, computer vision, and intelligent automation. We help businesses innovate with AI, enrich customer insights, automate processes and be more cost-efficient. This is ensured by the use of proprietary technologies, exceptional customer care, constant investment in talent development, and our own R&D center.

Empowering Your Business With Data Science and AI Technology

Big Data Analytics Solutions

Unlock the power of data intelligence with scalable Big data analytics solutions

Big Data Analytics Services for Digital Transformation

Make analytical processes faster and more efficient with real-time Big data analytics.

Use Cases for Big Data Analytics

Implement robust analytical capabilities to solve your challenges across industries and amplify your decision support at each business stage.

Analysis of Architecture

  • examining the app's needs as well as the demands of the business
  • Providing advice on upgrades and automation
  • Creating a plan for moving from on-premises to the cloud
  • constructing solutions for a cloud-native application
  • Developing a roadmap for infrastructure upgrades
  • obtaining a plan of action for upcoming advancements.

Architecture Improvement

  • Implementing best practices and automation processes into the existing infrastructure
  • Automating all manual processes with CI/CD pipelines to reduce the cost of operation and minimize human errors
  • Building robust and scalable infrastructure including on-prem integration on demand
  • Implementing serverless solutions to reduce the cost of infrastructure and improve the overall performance of the application.
  • Collaborate with technical specialists to convey your commercial enterprise insights to life.

Big Data Pipelines

  • Designing Big data analytics software solutions based on business requirements
  • Developing, testing, evaluating and maintaining Big data analytics tools Preparing data for analysis including cleaning, data quality checks, and merging data to the single point of analysis
  • Building event-based infrastructure for data processing
  • End-to-end solutions including delivery to required Data Warehouses (including on-prem).

Data Visualization and Analysis

  • Processing the input until all necessary data points are available for analysis
  • Creating reports for stakeholders that include analysis and forecasts
  • Customizing algorithms to meet the demands of each clients
  • Displaying all insights and reports
  • Creating graphic dashboards, including client-side deployments.

How We Can Aid in Business Growth

To beat the competition, produce breakthrough insights and data tales.

Data Management

First Allow our professionals to demonstrate the potency of solid facts. We assist our clients in sustaining a strong data framework as a top Big data analytics firm. Our engineering staff is highly skilled at ingesting, storing, and organising your corporate data using cutting-edge features.

Services for Data Warehouses

To make sure your data is consistent, ask for our big data analytics consulting services. We help our clients with the whole range of DWH processes, such as data warehouse implementation, updates, and migration. The engineers at Ancrew Global Services can also create a complete DWH solution or offer advice on how to improve the performance of an existing DWH.

Data Operations for Business Data Management

We combine data analytics with the best agile principles to support your data transformation process. With the help of our DataOps services, businesses can automate and streamline data flows to provide insightful information. By establishing a consistent data flow, data operations implementation also modernises the entire data life cycle, from data retrieval through analysis.

Solutions for Business Intelligence and Analytics

Ancrew Global Services business intelligence and analytics services assist businesses in converting data into clever representations. We rely on reliable BI programmes and create custom platforms to boost the vitality of your company's intelligence. Utilize our BI services to make educated decisions and manage end-to-end operations from data storage to distribution.

Machine Learning for Big Data

We integrate sophisticated algorithms with your data environment to uncover useful information and automate decision-making. Smart systems also give you the ability to analyse huge amounts of data and use advanced analytics tools like augmented or predictive analytics. Ancrew Global Services creates a variety of AI features, including robotic process automation and deep learning models.

Data Science

Data science services are provided by Ancrew Global Services that seamlessly integrate machine learning, artificial intelligence, and deep learning. Powerful analytical modules are developed by our team of accomplished data scientists to handle your data difficulties. With the help of our data science knowledge, you can react to market shifts and client needs more successfully.

Development of Predictive Analytics Solutions

Gain exceptional commercial success by collaborating with our organization that provides predictive analytics.

Churn Prognosis

Before it's too late, anticipate client attrition and take proactive measures to keep them.

System of recommendations

Make recommendations that are specific to each of your consumers by utilising machine learning.

Client Segmentation

Improve customer marketing by gaining a deeper insight of your customers.

Optimization of Lifetime Value

To increase customer lifetime value, use CRM data in conjunction with predictive analytics (LTV).

Dynamic Pricing

Improve your pricing tactics to maintain competitiveness and stop income leaks.

Credit Rating

The accuracy of your credit scoring models should be improved.

Demand Prediction

Faster and more precisely meet your company's supply demands.

Optimization of marketing campaigns

Consulting in predictive analytics can increase the profitability of your marketing campaigns.

How We Create Models for Predictive Analytics

Identify the issue

Exploratory Data Analysis

Action

Value

Data Modeling

Keep in mind that it is possible to integrate our ready-made models with additional customization to meet your needs.

What We Provide

We assist our clients in finding the best solutions and putting specialized technologies to work for their particular company demands.

Consulting for predictive analytics

We're prepared to talk with you and establish how our predictive analytics services could enhance and enrich your machine learning solution.

Development of software for predictive analytics

The Ancrew Global Services team can help you create a cutting-edge and ground-breaking unique solution based on a proprietary model, which simplifies and lowers the cost of development.

Development of Machine Learning Models

To meet your company objectives, our team of machine learning engineers and data science specialists will assist you in developing a completely automated model.

Custom Solutions and NLP Services

NLP Services Can Help Your Business Better Understand Human Language

What We Provide

We are innovators in the development of NLP software services. Whatever the issue facing your company, we can help.

Analysis of customer feedback

Astonished by the volume of data? Can't convert it into insightful understandings of the advantages and disadvantages of your company? Utilize customised NLP models to analyse consumer comments. You can automate the collecting and analysis of unstructured data by integrating them into your app or infrastructure. After topic detection and topic extraction, sentiment analysis, and business plan revision. Use the uncovered insights to make sure your products or services line with the customer’s expectations and solves their business problems.

Analysis of Sentiment

Have you tried several marketing techniques but been unable to get the desired profit? For greater brand insights, adopt a data-based strategy. You can mine social media, review sites, and other crucial sources with the use of customised sentiment analysis tools. You may simply identify the moods of your audience and capitalise on them by automatically deciphering the hidden meanings hidden behind a sea of texts. For a stronger brand, use sentiment analysis to uncover information about the health of your brand and current marketing initiatives.

Information gathering, analysis, and categorization

You may avoid the hassle of manually collecting and extracting value from data by using InData Labs' data collection and analysis custom solutions. It's time to automate customer review processing and labelling if you still do it by hand. intelligent data analysis, automatic review classification, clustering of the client base, and saved.

Text creation

We can assist you in lightening your workload if your company produces a lot of information and you are unable to manage it on your own. Your customer service staff is swamped with inquiries. Consider solutions that are text-based. They make it possible to gather data, cluster it, and identify the queries that are asked most frequently. In order to analyse consumer questions, we can train an AI model using the acquired data.

Audience research

Looking for approaches to better understand and connect with your audience? Learn about your target audience's age, gender, geography, nationality, language, and interests by using NLP-based audience analysis tools. Keep an eye on your reputation and brand recognition on social media. To succeed in your sector, strengthen your brand's areas of weakness.

Services for Automated Data Capture, Data Extraction, and OCR

Data extraction business In Ancrew Global Services offers high-quality services to help you identify, collect, and automatically extract data from unstructured documents and automate work processes.

Stable Methods to Automate Business Processes and Gain Rich Data Insights

Businesses must deal with a rising amount of data every day, and that volume is growing exponentially. Data capture, retrieval, and extraction services have become crucial components of workflows inside an organization. These are needed in order to manage massive amounts of information that are kept in many formats and places.

An automated data collection company called In Ancrew Global Services supports data-driven enterprises by offering them effective solutions. We provide OCR, data capture, and extraction services to manage your data and automate business processes.

We Provide Data Capture Services

  • Character Identification
  • Character recognition, data collection, and automated text identification in embedded images, image files, etc.

Detection of Features

Recognizing each character’s individual components, such as lines, strokes, angles, etc.

Visualizing Barcodes With Optics (OBR)

scanning a barcode to identify a product and its attributes.

Raw Image Character Recognition

Data extraction from low-quality photos that are poorly illuminated, have printed characters that are not legible, and more.

How Our Services for Data Capture and Extraction Operate Data Source

We get information from many data sources.

We extract, transform, and load your data using ETL.

DWH Analytics

Your data is integrated and kept in a data warehouse by us.

Visualization of data

We provide analytical data visualisations for your reporting, monitoring, etc. needs.

AI, ML, and DS

Data is prepared for algorithm training using EDA Our group performs FE exploratory data analysis The feature engineering process is started.

Model Fitting We train an AI model and select the parameters that match it the best.

Validation of a Model

To demonstrate the model's functioning, we validate it.

Interpreting the Results

We demonstrate the outcomes and describe how the model works.

That is How We Use AI to Empower Our Clients

Client 360 Platform

Customized SaaS platform architecture to provide a pro-active marketing approach.

  • Integrate various data sources and types to get a comprehensive 360-degree view of each consumer.
  • Solution Using Master Data Management (MDM) processing and ML-based data matching criteria, a bespoke Customer Data Platform (CDP) was designed and constructed.
  • Technologies and equipment PowerBI, Azure Cloud Platform

Simultaneous Interpreter Term Extraction

Challenge : Training in simultaneous interpretation is made simpler by phrase extraction.

Solution : Term extraction from different forms of documents for interpretersn.

  • Multilingual data extraction web application for translators
  • Tools and technologies NLP, TypeScript, Django, Celery, Postgres, Redis, RabbitMQ, Amazon Comprehend, Python

Digital Transformation of the Food Supply Chain Using Azure Data Lake and IoT Hub

Moving on-premises equipment to the Azure cloud platform will enable a digitised supply chain with real-time IoT sensor processing and analytics of customer behaviour.

Challenge : Older on-site data assets are going to be transferred to the Azure cloud platform with IoT sensors. processing at a high rate

Solution : Term extraction from different forms of documents for interpretersn.

  • Migration in its entirety of on-premises infrastructure to the Azure cloud
  • Real-time IoT streaming, Azure Event Hub, Azure Logic App, Azure IOT Hub, Stream Analytics, ADLS Gen2 Data Lake, Azure Key Vault, Azure Databricks, Azure SQL Data Warehouse, Azure ML, and Power BI are all components of the Azure Cloud Platform.

Ancrew Global Services shares the same ambition of making data analytics simple enough for all users while also being scalable, controlled, and secure enough for all enterprises. RapidMiner is the enterprise-ready data technology platform that amplifies the combined influence of your people, knowledge, and information for cutting-edge competitive advantage.

That is How We Use AI to programmes and algorithms

Animated programmes and algorithms

Pick from a wide variety of the most well-known class, grouping, and regression methods. Additionally, “shallow” neural nets (up to a few layers) and various gadget learning models are now available.

You may interactively train, check, track, and export models using category and regression apps for additional analysis, integration, and deployment. If writing code is more your style, you can also improve models using feature selection and parameter adjustment.

Interpretability of Models

Apply mounted interpretability approaches, such as partial dependence graphs, LIME, Shapley values, and generalized additive models, to overcome the black-container character of device studies (GAM). Verify that the model is using reliable data to support its predictions and look for biases that may not have been apparent throughout the learning process.

Automated Machine Learning

(AutoML) uses hyperparameter tuning techniques, such as Bayesian optimization, to automatically extract features from training statistics and improve models. Use specialized feature extraction techniques like wavelet scattering to extract information from signs or images, as well as function selection techniques like community element analysis (NCA), minimal redundancy maximum relevance (MRMR), or sequential function selection.

Generation of Code

Use embedded systems to deploy data and system learning models, and create legible C or C++ code for the entire set of machine learning rules, including pre- and post-processing stages. Improve the speed at which your excessive-constancy simulations are verified and validated. using technology to study in new ways.

Performance & Scaling

Use large arrays to easily adapt your code to teach machine learning models how to handle information sets that are too large to fit in memory. Parallel computing on your laptop, in a cluster, or in the cloud can help speed up statistical calculations and model education.

Interactive Apps and Algorithms

Choose from an extensive style of the most famous class, clustering, and regression algorithms – now also “shallow” neural nets (up to a few layers) alongside different gadget learning models. Use category and regression apps to interactively train, examine, track, and export models for further analysis, integration, and deployment. If writing code is greater your fashion, you could in addition optimize fashions with characteristic selection and parameter tuning

Model Interpretability

Overcome the black-container nature of gadget studying through applying mounted interpretability techniques such as Partial Dependence plots, LIME, Shapley values, and Generalized Additive Model (GAM). Validate that the model is using the proper evidence for its predictions and discover model biases that had been now not obvious at some point of education.

Automated Machine Learning (AutoML)

Automatically generate features from training statistics and optimize models the use of hyperparameter tuning strategies including Bayesian optimization. Use specialized feature extraction strategies including wavelet scattering for sign or picture information, and function selection strategies such as community element analysis (NCA), minimal redundancy maximum relevance (MRMR) or sequential function selection.

Code Generation

Deploy data and system learning fashions to embedded systems and generate readable C or C++ code in your complete machine learning set of rules, consisting of pre and put up processing steps. Accelerate verification and validation of your excessive-constancy simulations the usage of gadget studying fashions

Scaling & Performance

Use tall arrays educate system learning models to information sets too huge to suit in reminiscence, with minimal modifications on your code. You can also accelerate statistical computations and model education with parallel computing for your laptop, on clusters, or on the cloud.