Artificial Intelligence & Cognitive Computing

Organizations are modernizing their existing infrastructure to withstand in a ‘default by digital' world. To ensure organizations do not fall behind in this race, we transform organizations to cognitive enterprise using intelligent systems that can see, listen, comprehend and learn. We are innovatively passionate in building AI-powered products and solutions that address real-world business problems. We help enterprises embrace AI to make superior decisions, focus on innovation, and gain unparalleled efficiencies . For companies seeking to build AI-driven smart businesses, Applexus is the go-to partner to pilot projects, develop concept prototypes, develop models and tackle complex industry challenges.

Dr.Thomas Bio

“Oxford Economics study of 500 CIOs demonstrates that spending on machine learning is expected to double from 2018 to 2020 and will reach 64% adoption by 2020. The adoption will spur an increase in expenditure on AI and machine learning to almost $47 billion (2020)”

Driven by Experts

Dr.Thomas Bio
Dr. Thomas Koickal
Chief Technologist - Artificial Intelligence & Cognitive Computing

Dr. Thomas leads and drives AI product engineering efforts, technology strategy and machine learning innovation culture. For over 20 years, he has researched and worked on predictive modeling, machine learning, deep learning, neuromorphic computing and brain-inspired computing architectures. He is one of the longest-serving practitioners of machine learning and has developed AI applications for healthcare, technology, financial, and space systems. He has delivered several talks on AI and ML technologies and his works have been published in leading IEEE journals and conferences.

Competencies

Our Competencies

At Applexus, we work on innovative ideas and regularly prototype bespoke systems with active research on machine learning, including deep learning and complex algorithms. We have developed intelligent systems that recognize people by name, identify wearables, predict customer behavior and extract meaningful insights from business data. We apply machine learning to real business problems and our experience enable us to quickly and efficiently implement a wide variety of custom machine learning projects. We’re specialized in building intelligent solutions and few of our competencies include -

Machine Learning

Machine Learning

For Intelligent machines to automatically learn and improve from experience, it is essential to develop sophisticated algorithms. We help companies to create smart systems to leverage smarter algorithms that can iteratively learn from existing data and reveal hidden insights without being programmed explicitly.

Deep Learning

Deep Learning

Emulate the mechanics of the human brain to analyze data and create patterns to make critical decisions. Our purpose-built deep learning portfolio covers multi-layered artificial neural networking for developing advanced facial and object recognition systems, home automation solutions, AI-powered chatbots, and process automation solutions to redefine your businesses.

Natural Language Processing

Natural Language Processing

We help businesses bring the power of natural language processing through deep learning algorithms to mine data both structured and unstructured and provide actionable insights.This includes text classification, speech recognition, document summarization, machine translation, spam filtering, question answering, among others.

Machine Learning

Predictive Modeling

Predictive analytics unlock patterns that define the next stage of ‘what's next’ in business decisions but building the right model for your business can be often daunting. We help organizations implement efficiency, reduce time to value and improve end-user satisfaction by building the best predictive model for their unique data sets. We adopt an iterative approach to generate the best model that lends itself to the defined business objective.

Facial-Recognition

Facial-Recognition

The increasing population and need for heightened security measures make it important to create impactful facial and image recognition solutions. Factors such as the speed of recognition systems, accuracy and scaling are considered while developing such applications. Our services covers facial recognition R&D to its full-scale deployment including the development of proof of concepts, prototype creation, application development and pilot testing.

Object Recognition

Object Recognition

Object recognition often involves the construction of computational models that not only mimic the capability of the human brain but also matches its performance in visual tasks. We help you in data extraction by using optical character recognition and image analytics to train systems that identify visual content for embedded text detection, image search, , automatic image annotation and scene understanding.

Real-time Stream Analytics

Real-time Stream Analytics

Performing analytics and gaining physical insights from data that is prone to degradation is difficult. To prevent this, organizations need to carry out large-scale, real-time fast analytics on collected data to generate immediate and actionable insights. Our real-time stream analytics service enables organizations to collect and analyze streaming data as it arrives from a wide variety of real-time sources and respond accordingly. This allows improved process automation and highly accurate analysis possible.

Robotic Process Automation

Robotic Process Automation

With Robotic Process Automation, a wide range of industries can automate predictable, repetitive, and replicable tasks with rule-based algorithms. We enable businesses to assess their existing process, reengineer processes, and build automation solutions that will help them achieve process harmonization, save on human effort, improve quality, reduce risk and gain from economies of scale.

Our approach to development

Our approach

The challenges in planning a new AI initiative are the same-- be it a startup or large enterprise. Either there is a lack of data science specialists or the team is too small to handle the requirements of a fast-growing company. Our team of machine learning engineers and data science experts can help you develop artificial intelligence powered products and solutions as per your business requirements.

We follow a simple 4-step process to develop intelligent solutions –

  • Scoping

    We will work with you to understand your business objectives, know your data, recognize project goals and identify results to be achieved.

  • Evaluation

    Our evaluation process will assess how best machine learning will fit your requirement and what might be possible to deliver given your project goals and your data.

  • Design and Architecture

    After evaluation, we will work with you and your team to prepare a roadmap, strategy, structure, features, functions and implementation process to develop a workable solution.

  • Data Collection and Investigation

    For machines to learn, it needs data. We will interact with your leaders to collect business data. We closely study your data to determine what is feasible with the data and produce a detailed project development plan.

  • Proof of Concept

    Based on the project development plan, we build machine learning model prototypes that undergo rigorous training and testing to meet your business and performance metrics.

  • Model Development

    Successful prototypes are developed into machine learning models that lend itself to the defined business objectives. We develop data models that parse historic data, and new datasets to become situationally aware and predict future trends.

  • Full Stack Application Development

    Every layer of the application from the backend to its frontend is developed to enable easy access to machine learning models and maximize utilization of the system.

  • Security and Performance valuations

    All models and applications are continuously subjected to rigorous test to detect and fix security anomalies, scalability bottlenecks, and performance breakdowns

  • Model Fine tuning

    We can maintain, monitor, and tune performance of your models and applications for greater precision and efficiency and help your business grow and evolve.

Big Data
Data Science
IOT

Technologies

  • python
  • rlogo
  • apache-spark
  • strom
  • kafka
  • flume
  • Tensor Flow
  • PyTorch
  • kudu
  • redis
  • cassandra
  • apache-hbase
  • Elasticsearch
  • Docker
  • Cloudera Impala
  • hadoop
  • hive
  • apache-pig
  • tableau
  • tech_DB
  • graphx
  • Plotly
  • Kibana
  • Power BI
  • amazon-web-services
  • azure
  • SAP-leonardo
  • ibm-watson
  • WSO2
  • MuleSoft

Related Resources

Leonardo: Straight-up! Leonardo: Straight-up! - The facts on SAP Leonardo
Working in the Warehouse of the Future The Future of Retail – According to analysts the future of retail is all about understanding your customer best by using innovative technologies like artificial intelligence, chatbots and more.

Solution Assessment

Solution Assessment

Understanding your business priorities and project goals are often the first step to any Artificial Intelligence implementation projects. After this phase, we will meet with your business and data leaders to get a firm grasp of your business metrics, which may be examples of raw data. This process will help us make a formal project assessment and create a project implementation plan.

Model Development

Model Development

A successful predictive model building is often a step-by-step process. After understanding the business objectives, we prepare your historical data sets, sample it and adopt an iterative approach to generate the best algorithm or model that lends itself to the defined business objective. Knowing that most models are rendered ineffective over a period, we provide support to keep the model up-to-date by refreshing it with latest data.

Model integration with business solution

Model integration with business solution

Most systems of considerable scale incorporate many business processes with multi-nodal input and output. To create Artificial Intelligent applications or software, a number of these modalities need to be integrated. As an integration partner, we simplify the development of integration flows and harmonize data and independently designed applications without disrupting business processes.

Model management

Model management

Our array of machine learning and artificial intelligence service ranges from predictive model deployment, artificial applications development, integration, scaling, and ongoing support for the predictive models. We also undertake maintenance, monitoring, and performance tuning for greater precision and efficiency.

Technology Audit

Technology Audit

Inefficient processes, bad engineering practices or unstable architecture can hinder performances. Allow us to analyze your system – algorithms, design, methods and code – to identify inefficiencies and suggest actionable recommendations to solve them.

Executive training

Executive training

We enable businesses to sync their workforce with the emerging AI technologies. We help organizations in identifying long-range needs and realize the best possible route to AI implementation. With AI training, we educate businesses about the challenges and benefits that they would achieve by moving from their existing business models to an AI-centric environment.

Building Roadmap for ML and AI based solutions

Building Roadmap for ML and AI based solutions

Irrespective of the phase you are in the artificial intelligence transformation journey - whether you are toying with a unique AI strategy or are caught up in the challenges while implementing AI for your business, we can support you throughout your journey for a successful transformation. After careful consideration of your existing business processes and weighing in the challenges that you may face along the way, we help you create a roadmap for the development and execution of the right AI solutions.

We help businesses turn their big ideas into concrete reality. Our process starts with evaluating the application of ML for a business scenario, proceeding to building proof of concept, maturing to a minimum viable product, and ultimate deployment of the full solution across the enterprise.

We nurture ideas

We offer innovation-as-a-service to aspiring entrepreneurs at all levels be it with technology infrastructure or workforce.

Partner

Partner

Collaborate with entrepreneurs who have a transformative idea and create a roadmap for the product to roll out.

Partner

Engineer

Utilize Applexus’state-of-the-art technology and human resources to bring the idea to life with the best technology available and at the lowest cost.

Partner

Grow

Create a sustained growth path for the product with the right mix of marketing and product evolution intelligence.

Partner

Exit

Allow idea owners to successfully exit our incubation environment with a solid profit-yielding business.

We create ideas

Our folks are always at the helm of identifying disruptive market innovations and at our Innovation Centre, we convert innovations into business value.

Partner

Identify

Collaborate with entrepreneurs who have a transformative idea and create a roadmap for the product to roll out.

Partner

Analyze

Utilize Applexus’s state of the art technology and human resources to bring the idea to life with the best technology available and at the lowest cost.

Partner

Engineer

Create the working model of a solution that can bring about a revolutionary change in the identified area.

Partner

Disrupt

Create a new business ecosystem with the innovative product that disrupts conventional value flows.

With its inherent intelligence gathering and analyzing capabilities, AI readily lends itself to any industry or business where customer experience excellence is crucial. Businesses can use AI-powered tools to offer their customers highly personalized product or service recommendations and settings, so that users have to spend less time trying to figure out what to buy. AI can also help businesses improve productivity by automating mundane tasks, predicting and resolving probable issues and also in detecting fraud. See how AI can add value to your business.

Retail
Retail
  • Product Recommendations
  • Improve customer experience – customer identification, virtual shopping assistant, chatbots, context relevant advertising
  • Improve forecasting and prediction accuracy for better profitability
  • Optimize inventory based on weather and social media trends
Fashion
  • Personalize shopping experience: Virtual cognitive stylists for fashion
  • Improve product discovery:  Visual search for fashion products and styles in e-commerce
  • Identify and forecast fashion trends and cycles - Understand and analyze fashion blogs, articles and social media interactions and messages
Fashion
CPG
CPG
  • Improve efficiency - self-learning algorithms for supply chain optimization
  • Automate supply chain – guarantee on-time delivery
  • Streamline manufacturing – shorten time to manufacture a product
Wholesale
  • Reduce wastage - identify product or price discrepancies in real-time
  • Improve demand supply visibility – real-time predictive analytics for demand-supply visibility and balancing
  • Improve profitability – automate inventory and price planning
Wholesale
life science
Life Science
  • Improve success rate - advanced predictive modelling in drug discovery and identifying candidates for clinical trials
  • Increase safety - real-time clinical data analytics and remote health monitoring of clinical trial participants
  • Mitigate risks - understand and predict compliance risksProducts and Solutions Simple Retailing

OUR AI-ENABLED BUSINESS SOLUTIONS

Simple Retailing

Simple Retailing is a modern POS system that runs on desktops tablets or phones and executes all the important retail functions. Machine learning technology creates dynamic offers and promotions based on basket analysis to increase upselling and cross-selling opportunities.

Clienteling

Clienteling powered by SAP CAR enables sales associates to recognize the individuality of their customers and create a personalized shopping experience. Its embedded facial recognition system allows creating a seamless effortless way to identify customers as they come into the store

xScan

xScan is a versatile SAP add-on product that helps organisations scan, read and post documents in SAP. Through image recognition and machine learning, scanned paper documents are automatically converted to digital formats and matched with the right customer and payables are harmonized for direct payment, offloading manual work from AP clerks.

Our Technology Solutions

Facial Recognition and Tracking
Facial Recognition and Tracking

Facial recognition has achieved much traction among researchers in pattern recognition, biometrics, healthcare and law enforcement agencies but it remains a challenge to integrate it in applications. Our facial recognition engine enables organizations to perform a one-to-one match of a subject’s face image against the template face image stored in a database.

Visual Search and Product Discovery
Visual Search and Product Discovery

Our visual search and product discovery engine allow retailers to improve sales through product discovery by recommending visually similar products to customers and enabling them to perform a search manually by uploading images. It also allows tagging of products in the back end, recommend alternative products for out-of-stock products and automate assortment of products.

NLP-Based Document Classification Engine
NLP-Based Document Classification Engine

Our intuitive interface allows extracting text from a large corpus of unstructured data, text documents, emails, meeting notes. It uses Natural Language Processing capabilities for automatic data extraction, data validation, content comprehension, document similarity detection, topic identification and document grouping with efficiency and accuracy.

Conversational Interface/Chatbots
Conversational Interface/Chatbots

Connecting with customers and promptly engaging with them is imperative to business. Depending on your use case, we help you build AI-powered chatbots that can respond to queries, resolve complaints, take follow-up actions and feedback. The chatbots can seamlessly integrate with ERPs and can cut down human effort, streamline processes and transform user experience to a large extent.

Advanced Product Recommendation
Advanced Product Recommendation

Leveraging artificial intelligence, we enable retailers to provide a unique shopping experience to their customers. We help them create smarter algorithms that deliver one-to-one product recommendations based on a customer’s previous clicks.

Real-time Predictive Analytics Platform
Real-time Predictive Analytics Platform

For businesses, uncertainty is nothing out of the ordinary and smarter decisions are crucial. Our predictive analytics platform enables clients to capture real value out of data by delivering insights for business growth, optimizing internal processes and strengthening customer and supplier relationships.

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