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AntWorks Corporate Credentials
- 2. We Reimagine IT AntWorks is a global technology services company that offers future-proof, ‘user-first’ solutions to a wide range of traditional and new age enterprises. We help organizations expedite business decisions, automate processes, draw insights and deliver delightful user experiences. We stand to reimagine IT by pushing the boundaries of innovation and information to spread the joy of technology. HEALTHCARE SOLUTIONS ROBOTIC PROCESS AUTOMATION (RPA) CONSULTING ANALYTICS BPaaS
- 3. THINK FRESH Simple, smart ideas that help you get more out of life. LIVE FEARLESS Collective intelligence and creativity to help you face challenges and explore the next. MOVE FAST Awareness and ability, combined with speed and agility to help you stay ahead of the game. Cognitive Machine Reading | Machine Learning | Fractal Science | Robotic Process Automation | Enterprise Digitization Future-proofing | Risk & Resilience Management | Business Evolution | Industry Analysis Analytics & Insights | Organization Design & Process | Human Resources & Talent Acquisition | Business Transformation Our ANThem – Fresh. Fearless. Fast.
- 4. Experience & Expertise Healthcare Solutions Consulting BPaaS AnalyticsRobotic Process Automation Solutions
- 5. Across The Globe • Global Delivery Capability • World-class Technology Infrastructure • Zero Distance Communication • User-first (customer-centric) Solutions • Australia • India • Philippines • Qatar • Singapore • Sri Lanka • UK • USA • 4 Continents • 8 Countries • 2 Delivery Centres • HIPAA Compliant
- 7. Understanding Enterprise Data Life Cycle • Data Reporting • Data Analytics • Data Insights • Manual Processing • Offshore Processing • Macros • Scripts • RPA DATA ANALYTICS DATA PROCESSING Cognitive Autonomous Automation Cognitive Analytics • Scanning and Imaging • OCR • Direct Data Entry in Systems • Mobile Data DATA INGESTION Cognitive Machine Reading
- 8. AntWorks Digitization & Automation AntWorks future-proof solutions eliminate the need for extensive business processes and serve as one central platform that can – perform rule-based and knowledge- based work, automate processes, learn on-the-job and initiate new tasks in real time. FEATURES • 85%–99% precision and validation rate • Machine-learning capabilities • Recognizes content from structured & unstructured documents • Auto breakdown of transactions • Image and object recognition • Data capture and automation BENEFITS • Enhanced Operational Efficiency • Superior Convenience & Experience • Simplified Processes & Interactions • Increased Savings & Revenue • Privacy, Safety & Security • Good Conscience
- 9. What IT can do for you
- 11. • Practice Management Solution • Medical Appointment Scheduling Module • Electronic Healthcare Record Management • Revenue Cycle Management • Gives physicians the insight they need to successfully run their practice and improve patient outcomes • HIPAA Compliant Healthcare Solution Suite
- 12. The Lifeline for Digital Clinics Streamlines workflow across the entire practice, improving front- and back-office operations to reduce errors, improve patient care and boost revenue. PRACTICE MANAGEMENT SOLUTION Provides more conducive scheduling options to maximize time and resources. MEDICAL APPOINTMENT SCHEDULING SOLUTION Simplifies patients’ medical records and diagnostic data. Offers a more convenient documentation process of client- patient interactions. ELECTRONIC HEALTH RECORD SOLUTION Helps gain visibility and retain more control of cash flow. Maximum reimbursements are collected at the least possible cost of each practice with a 95% first submission cycle payment. REVENUE CYCLE MANAGEMENT SOLUTION Patients can schedule appointments, check laboratory results, request prescription refills, and view their statements more conveniently than traditional practices. CLINICAL AND FINANCIAL ANALYTICS SOLUTION
- 14. • Cognitive machine reading for multi-format data extraction • RPA with business rules configurator using Natural Language Processing • Autonomous automation powered with cognitive ability • Business insights beyond reporting powered by pattern recognition and data in motion reporting AntWorks Robotic Process Automation (RPA) Solutions
- 15. Meet ANTstein – The Lightweight Softbot that Sees, Reads, Thinks, Learns and Infers For more than 30 years, Optical Character Recognition (OCR / ICR / OMR) with its limitations has been the predominant mechanism to extract textual data. ANTstein, with its built-in knowledge-base, powered by fractal science, can recognize multiple data, optimize and automate processes with a guaranteed capture rate of 85%, precision above 99% and operational savings of more than 50%. Unlike traditional data extraction platforms, ANTstein is a Content-Based Object Retrieval framework that is far ahead of industry benchmarks. It captures both textual and non-textual data from digitized documents with higher accuracy and converts the data to usable information. ANTstein can then think, learn and make cognitive decisions. MACHINE LEARNING COGNITIVE LEARNING (Supervised) DEEP LEARNING (Adaptive) Business IntelligenceWork FlowBusiness RulesCognitive Machine Reading AntBot
- 16. ANTstein – Extraction. Recognition. Optimization. COGNITIVE MACHINE READING OBJECT RECOGNITION IMAGE & VIDEO OPTIMIZATION CAPABILITIES • Raw text extraction • Cluster formation & iterative indexing • Context identification • Label & content identification • Data Cleansing CAPABILITIES • Automatic Licence Plate Recognition (ALPR) • Facial, gender, object & logo recognition • Breast cancer detection on thermal images CAPABILITIES • Shrink visual data (videos, images & others) to less than 1/8th of the original size without compromising quality • Convert, upload, access & share large media files from anywhere in the world • Reduce dependence on storage space and transmission bandwidth FEATURES • Rollback available for loss-less formats • Retention of original attributes • Native embedded encryption • Tag images using fingerprint • Nonlinear level of optimization • Add intelligence to data, retaining steganography data • Conversion between formats • Log audit trails and exceptions FEATURES • Real-time deep learning • Functional template matching • Binarization • Non-text removal • Morphological operation • Text localization in a video FEATURES • Detect text and non-text in auto-mode • Image read and recognise • Cognitive Machine Reading based on patterns • Screen scraping tech • Machine learning (supervised and deep learning)
- 17. ANTstein – Automation Value Opportunity ANTstein is the only RPA platform in the market to have all four building blocks for supporting an automation and digital transformation journey. Basic Automation Advanced Competitors AntWorks ANTstein $$$$$$$$$$ Image PDF, TIFF Digital Data Word, Excel, E-mail, Chat and all other formats Macro, Script-based, Code-free Automation Knowledge Bot Cognitive - Autonomous Automation
- 18. ANTstein – Journey from Input to Insight Rules-based processing with cognitive ability INTERPRET ACT LISTEN REPORT Watch workflow patterns Operational reporting and data export (XML, Metadata) Analytics on operational and business data Intelligent Data Extraction (Fractal Science, CBOR) Cognitive ability to contextualize data (NLP, Patterns) READ INSIGHTS Learning Capabilities Machine Learning (Cognitive Learning) – Adaptive Learning (Deep Learning), Supervised Learning
- 19. Workflow Enterprise Systems Legacy Mainframe ANTstein – Cognitive Machine Reading Automation Suite Workflow Automation Business Rules Engine Reporting & Analytics Enterprise APIs Citrix Scraping Work Flow Scraping Data Ingestion Processing Tools ANTstein – The Complete Data Toolkit Analytics: Operational and Business • 85% Recall, 99% Precision • Cognitive Machine Reading • Machine Learning INTELLIGENT DATA EXTRACTION • Business Rules • Machine Learning • Multi-tenant Scalability • Grid Computing Architecture COMPREHENSIVE AUTOMATION TOOLBOX • Descriptive • New Gen Predictive • Data in Motion ADVANCED ANALYTICS CAPABILITY Image Word Excel Chat E-mail Web Data Input
- 20. ANALYTICS
- 21. • Descriptive • Skewed Metrics • Predictive Model • Data in Motion Analytics
- 22. Descriptive Facts reported in predefined reports. Custom reporting utility offers you the flexibility to drag and drop any data element for effortless report configuration. Facts correlated and hidden elements highlighted using skewed classes. Adopting “Past has relevance to future” philosophy with the skewed coefficients. Models shape with the real-time data. Represent the data in motion. Dead or rested data is no longer useful when the data is moving with respect to time scale. Skewed Metrics Predictive Models Data in Motion Analytics – Insights to Intelligence
- 23. Analytics – AntWorks Enterprise Neurology AntWorks Analytics Engine Data in Motion Skewed Metrics Descriptive Predictive Models Process Agnostic Skillset Agnostic Industry Agnostic
- 24. CONSULTING
- 25. • Future-proofing • Business – Operational • Robotic Process Automation • Business Evolution Consulting
- 26. Consulting – Let’s Grow Together Business – Operational Our solutions enable you to achieve greater operational efficiencies. We offer end-to-end support in developing enterprise strategy and road map to achieve organizational objectives and thereby empower all-round transformation. Robotic Process Automation Business Evolution Be the early bird. AntWorks helps you take informed decisions, manage and implement long-term evolution programmes that ensure better business continuity and growth. Simplify and standardize like never before. With our extensive industry experience and technical expertise, we help your enterprise keep up with rising demands and stay ahead of the competition while ensuring greater savings, better benefits and improved agility.
- 27. Business Process as a Service (BPaaS)
- 28. • End-to-End Data Processing & Management Services • Finance & Accounting Services • Human Resources Outsourcing (HRO) & Management Services • Sourcing & Procurement Solutions • Customer Management Services • BPaaS and the Cloud Business Process as a Service (BPaaS)
- 29. BPaaS – Enterprise at your Fingertips End-to-End Data Processing & Management Services We make sure that you are always in control of operations and provide you with the necessary tools and services that ensure smooth business continuity. Finance & Accounting Services Our revenue service solutions cover payment collection, retrieval of customer history, correspondence, and escalation solution. Human Resources Outsourcing (HRO) & Management Services Manage your staff better through our HR solutions that include payroll, benefits monitor, and growth strategies, so as to meet the ever- changing employee needs. Sourcing & Procurement Solutions We assist enterprises by integrating them with suppliers depending on their business needs and helping them develop a procurement strategy that helps evaluate potential suppliers. Customer Management Services Be at the heart of customer and strategies. We provide top-notch services and solutions that are aligned with our three pillars: Fresh, Fearless, Fast. BPaaS and the Cloud Our cloud-enabled platforms help you experience quick upload speeds, gain more data storage and access necessary information easier without having to go through all the paperwork.
- 30. MINDS IN MOTION
- 31. • Capability over Experience • Equal Opportunity • Zero Distance The People Behind the Possibilities We Believe: • All levels of employees are shareholders • Work Hard, Play Harder • Champion Empowering Social Causes
- 33. To be at Zero Distance from our customers, which enables us to deliver Fresh technology and business process as a service with a Fearless approach and deliver it Fast, making us an integral part of your organization. Our Mission
- 34. • We partner with organizations and our communities on initiatives that deliver tangible, empowering solutions for a better planet • During India’s 68th Independence Day celebrations, the AntWorks team planted 15,000 trees along with 1,000 other participants Innovating Communities
- 35. • Ants have time and again proved their efficiency, robustness and innovativeness in handling complex tasks. They have fascinated us with their capabilities to: • Lift 10 times their own body weight • Build structures a million times their own sizes • Work as a team always • Remain organized at all times • We wanted to build a company that would have these qualities at the core of its DNA • Ants show us that it is possible to have complex systems governed by a relatively simple set of rules • We realized, if such ‘self-organized’ behaviour could be applied across large scale networks, the improvements in performance would be unprecedented • And thus AntWorks was born – with the vision to Reimagine IT Why the name AntWorks?
- 36. Awards & Recognition Winner of Channelnomics Service Provider of the Year Award for 2016 Rated among the 10 Most Promising Revenue Cycle Management Solution Providers by Healthcare Tech Outlook magazine in 2016 Rated among the 10 Most Promising Practice Management Software Solution Providers by Healthcare Tech Outlook magazine in 2015
- 37. www.ant.works We appreciate your time. We look forward to hearing from you soon.
Editor's Notes
- Let’s look at the digital data life cycle of an organisation and layover that AntWorks brings in We have the next generation of extraction, structured, unstructured, printed, hand written, images, logos… all of which offer data extraction better than anything out there today. We have the RPA 1.0 and Autonomous Automation, i.e., RPA 2.0 sitting on top of the proprietary Machine Reading platform And last but not least we have pattern recognition-based business insights which are beyond traditional reporting. In traditional reporting you come with a preset data view required and the system provides it to you. With insights we have pattern recognition which is working on the data in the background and will flag off patterns. For example, in signature recognition for cheques, the software will capture the amount, dates, etc., for an account number and build a pattern, in case it sees activity which is an outlier it will flag it off.
- AntWorks RPA offering is made up of 4 components. Advanced Machine Reading to kill all your OCR challenges RPA 1.0 tool kit with all components and a NLP-enabled business rules engine RPA 2.0 Autonomous Automation Capability using machine learning, adaptive learning and deep learning engine Last pattern recognition-based business insights, beyond reporting
- How does he manage to do all this? 1. By putting these components together 2. Laying over the cognitive ability across these components 3. Packing it into a single comprehensive integrated platform
- To set some context we see 4 key stages in digital data journey of organizations and as you move across the stages the ROI on your per $ invested goes up dramatically, pretty much like descriptive analytics versus predictive analytics. First stage is paper to imaging to data, which are currently being handled by Obsolete OCR technology stacks The second stage is script-based automation, essentially repetitive tasks being automated by coded scripts This becomes more interesting as we move into the next stage by adding business rules into the automation Finally we get to Autonomous Automation, this is where the software takes the underlying data, learns from it and starts to act on its own autonomously, powered by machine learning and adaptive and deep learning. This is where the ROI grows exponentially – this is RPA 2.0 There are OCR companies, there are scripting companies there are no autonomous automation companies except for Watson probably. ANTWORKS IS THE ONLY COMPANY TODAY WHICH PROVIDES YOU WITH ALL 4 AUTOMATION BLOCKS INTEGRATED.
- So we have ANTstein, who can read any type of document, interpret information from the document with contextual ability, act on that information based on business rules provided, always listen to exceptions and learn from them. He can even talk to any system in terms of output and give you insights on the data which passes through him. Machine Learning : Machine learning is a type of artificial intelligence (AI) that provides computers with the ability to learn without being explicitly programmed. Machine learning focuses on the development of computer programs that can teach themselves to grow and change when exposed to new data. The process of machine learning is similar to that of data mining. Both systems search through data to look for patterns. However, instead of extracting data for human comprehension -- as is the case in data mining applications -- machine learning uses that data to detect patterns in data and adjust program actions accordingly. Machine learning algorithms are often categorized as being supervised or unsupervised. Supervised algorithms can apply what has been learned in the past to new data. Unsupervised algorithms can draw inferences from datasets. Supervised Learning is the machine learning task of inferring a function from labelled training data. The training data consists of a set of training examples. In supervised learning, each example is a pair consisting of an input object (typically a vector) and a desired output value (also called the supervisory signal). Some popular examples of supervised machine learning algorithms are: • Linear regression for regression problems • Random forest for classification and regression problems • Support vector machines for classification problems Unsupervised Learning is where you only have input data (X) and no corresponding output variables. The goal for unsupervised learning is to model the underlying structure or distribution in the data in order to learn more about the data. This is called unsupervised learning because unlike supervised learning above there is no correct answer and there is no teacher. Algorithms are left to their own devices to discover and present the interesting structure in the data. Unsupervised learning problems can be further grouped into clustering and association problems. • Clustering: A clustering problem is where you want to discover the inherent groupings in the data, such as grouping customers by purchasing behaviour. • Association: An association rule learning problem is where you want to discover rules that describe large portions of your data, such as people that buy X also tend to buy Y. Some popular examples of unsupervised learning algorithms are: • k-means for clustering problems • Apriori algorithm for association rule learning problems Deep Learning (also known as deep structured learning, hierarchical learning or deep machine learning) is a branch of machine learning based on a set of algorithms that attempt to model high level abstractions in data by using a deep graph with multiple processing layers, composed of multiple linear and nonlinear transformations. Cognitive Learning is the function based on how a person processes and reasons information. It revolves around many factors, including problem-solving skills, memory retention, thinking skills and the perception of learned material. Cognitive learning happens both consciously and unconsciously, meaning information is acquired and processed at all times.
- Analytics is all about mining and analysing large volumes of transactional data that can be leveraged on delivering differentiated outcomes. “On-demand” analytics is a growing trend in the realm of Big Data. We have combined proprietary predictive analytics and a proprietary signal capture platform to deliver results through a flexible, on-demand service model.
- Since the late 1990s, organizations globally expanded back-end functions like IT infrastructure, applications development, human resources and finance and accounting to other low-cost geographies. These transactions represented a pick and move type of business. But despite their outsourcing initiatives, companies remained stagnant. We merge functional, evolving and outsourcing expertise with our unique consultation services, paving the way for new waves of BPM transaction strategies. With our consultancy services, you can collaboratively help your business evolve using innovative solutions and integrated functions, ensuring world-class, end-to-end processes.
- We are here to help you migrate to a new platform that can better meet your needs. Our consumption-based approach bears no fixed costs for your organization. While there has only been talk across the industry, we’re taking the Fearless approach and turning this model into reality.