MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE

MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE
At F&A, exploring the horizons of this knowledge-based world is a perennial pursuit. We constantly venture with impressive collection, assimilation and analysis of the prevailing data to extract success mantras for the future. Hence at F&A, our practice is to transform data into insights. From the vast ocean of data-based growth strategies, we gather handful of benefits and apply it for the advantage of you. Among such state-of-the-art provisions are:

Big Data Analytics: Today is a world of data mining and there are plenty of setups that gather date in loads. Data loaded and kept idle do not bring in merit, until they are well analyzed and utilized for future planning. F&A undertakes this massive task to benefit our clients by way of assuring a brighter prospect in business. Big Data Analytics mechanism of F&A provides you a clear insight about the changing customer trends, priorities and needs. Such timely and precise information cannot be obtained without proper data analytics. Through this, F&A wants to assure the following benefits for you:
 Unravels customer insights like their growing preferences and patterns of purchase, ambitions, responses, enquiries etc.
 Helps in achieving exemplary levels of customer retention
 Boosts profitability of a business
 Guides well in designing better products and services, a step ahead of those existing
 Tips about loyalty programmes that clicks
 Leads to optimal use of resources to fetch exceptional levels of operational efficiency
 Provides more prudence and lessens hazards by way of inefficient decisions and poorer insights
 Plugsthe information gapto create fruitful customer interactions so as to establish fresh revenue streams across markets

Artificial Intelligence: The idea of creating computer systems having an ability to perform tasks at part with human intelligence, such as visual perception, speech recognition, decision-making, and translation between languages is at large called Artificial Intelligence. Artificial Intelligence is occupying a growing space in the world, especially in the safety and promotion of business.
Predictive Modeling:F&A has got the expertise to tap the potentials of Artificial Intelligence to benefit you.Each stack of data is processed by us to ferret out right insight and value through mechanisms like neural networks (NNs), clustering, support vector mechanisms (SVMs) and association rules. This process, christened 'Predictive Modeling' is of great use in forecasting fraud in financial transactions, marketing and recommender systems. Our expert data scientists use Predictive Modeling to identify radically new applications that is of demand for improving your business.
Retail, Banking and finance, E-Commerce, Healthcare, and Telecommunication are among the major spheres where right application of Predictive Modeling can cause exemplary results.

Deep Learning: This is a new concept, an improved form of machine learning that complements Artificial Intelligence. F&A is possessed with a talented team that can effectively use Deep Learning to help you overcome a number of business challenges including Demand prediction, Medical diagnosis, Anomaly detection, Customer churn, Fraud detection, Image recognition, Generative modeling, Signal classification, Speech recognition and Natural language processing.

Data Driven Clinical Research: F&A offers Clinical Data Management (CDM), which has got inestimable use in ensuring high quality data for precise drug assessment. Hence our CDM is of huge demand from pharmaceutical and biotech manufacturers. We are capable of offering customized service in the application of CDM in various areas including Case Report Form Designing, Validation Programming, User Acceptance Testing, Manual Reviews, System Reviews, Medical Coding, MeDRA for Adverse events, WHO DD for Concomitant Medications, Quality Review and various Database lock activities.

Biostatistics: At F&A, there is an experienced team of professional Biostaticians, Statistical SAS providers, Reporters and Quality Assurance personnel, who rely on perfect documentation, check-lists and SOPs for attaining excellence with results and trials. Amply trained in ICHe9 guidelines, F&A Biostaticiansprovide a wide range of support with statistical analyses and SAS Coding in Oncology, Dermatology, Ophthalmology, Analgesic and Gastroenterology. We help you produce the precise inputs for evolving clinical trials design and sample size estimation.
Among our statistical services are, Clinical trial study design, Sample size calculation, Statistical Analysis Plan, Mock TFLs, CDISC Standards and Statistical Report writing.
Clinical Data Management: In adherence to the regulatory and project requirements, F&A's Clinical Data Management team provides professional Clinical Data Management (CDM) services. We owe a constant tract record of achieving successful database locks assisted by 21 CFR Part 11 conforming DM solutions. F&A's CDM is also backed by extensive inventory system, quality audits during each phase and 24-hour user support.

Medical Writing: F&A's Medical Writing desk is fortified with portfolios including Protocols, CRFs, ICFs, CSRs etc. and templates based on standard ICHE3, ICHE6 and Schedule Y; and CRF libraries. We are equipped to give fastest reciprocation in diverse requirements including Protocol design and synopsis development, ICF and CRF designs, CSR development and eCTD-based Final report production.
Clinical Data Interchange Standards Consortium Services (SDTM &ADaM):In the wake of e-submissions becoming inevitable in larger number of arenas, F&A comes to your help in transforming essential data into formats that are compatible for e-submission. We conform to the stipulations suggested by Clinical Data Interchange Standards Consortium (CDISC) through its Study Data Tabulation Model (SDTM) and Analysis Data Model (ADaM).
F&A has got expertise in Define XML, Designing company-specific CDISC Standards, enough knowledge about therapeutic field and provides Consultation for CDISC Standards, SDTM conversion rom Specifications to Define files, ADaM implementation, Customized CDISC solutions and Statistical programming using ADaM datasets.

Machine Learning: Machine Learning (ML) has evolved into a major building block for creating fortresses of growth and prosperity. F&A brings to you the simplest application of the ML so that the fullest worthiness of the concept is availed for establishing perennial development for your entrepreneurship. We can support you in:

Sales: F&A's Machine Learning result in certain critical information about the customer fluctuations. Particular customer groups having a higher probability for evading you are identified and alerted through algorithms. F&M assures following benefits for you through our efficient ML system:

Right prediction: New leads including company size, stakeholders and their demands, previous and present sales strategies etc. are gathered and compared automatically to help you make precise choice on the solutions suitable for fresh clients. This enables you predict sales projections, too.

Customer data: Extracts a productive interpretation of the data you have about your clients.
Customer needs: Update understanding about customers' growing needs and fulfilling them sensibly
Transactional sale: Quick and successful handling of transactional tasks

Sales communication: Instant and impressive responses to queries on pricing, products and contract terms

Marketing: Catch them individually is the modern mantra. Hence there shall be a comprehensive personalized marketing strategy, understanding individual needs of prospective customers.

Human resources: F&A's Machine Learning solutions serves to be an exciting platform for achieving effective HR management. We can provide you means for right assessment and tracking of application, retention of fine talents, tracking of behavior and elimination of attritions that help largely in individual skill management/performance development.

Finance: We offer you the best Machine Learning platform to administer fraud detection, loan/insurance underwriting, algorithmic trading, portfolio management, sentiment/news analysis and customer care.

Healthcare: We have a team of experts who march ahead with grit to prolifically analyze on real world evidence for deciding personalized medicine, duly supported by clinical genomic analysis.