When we say “AI,” we’re talking about applying the latest in data science, statistics, and computer science to large data sets to gain automation and insights.
How does CrowdANALYTIX help?
CrowdANALYTIX delivers data science horsepower to transform your business into an AI-driven enterprise. Our consultants first understand your business challenges and then custom-build a scalable solution by selecting the best models, enabled by our community of over 20,000 data scientists. All solutions are hosted and managed securely on the cloud or on premises.
What are the benefits?
AI and digital transformation initiatives fail for three primary reasons:
1) Business challenges are not translated correctly into data science problems;
2) Data is not structured and therefore is not ready for analytics;
3) Not enough is done to eliminate biases and arrive at an optimal solution.
Our unique approach has helped several global enterprises avoid these failure points and successfully scale AI solutions.
Our solutions
DiscoverX
Evaluate state of current datasets and business challenges to develop an AI roadmap and implementation plan.
DataX
Leverage deep learning and NLP algorithms to automatically extract meta-tags, annotations and attributes from images, pdfs, videos and audio files.
DevelopX
Advanced Analytics solutions either custom-built by our community of over 20,000 data scientists or custom-tuned leveraging our library of pre-built algorithms.
DeployX
Deploy algorithms securely on-premise or on the cloud and access via APIs, web apps or dashboards.
How it works
We start by evaluating client’s current data and business challenges to prioritize the areas that can yield the highest ROI, quickly. Sometimes the quickest ROI is achieved by automating the process of structuring unstructured data like pdfs, videos, images and audio, so we may start with that before we build more advanced analytics algorithms.
Data is handled securely either within your premises or with appropriate anonymization and encryption.
Case studies
Retail & CPG
Top 3 US retailer
Automatically extract product attributes from product descriptions for over 10 million product attributes each day.
Top German Retailer
Automatically extract product attributes from product packaging images in store to compare specific product variations with the information in the Product Item Management System.
Top US Home Improvement Retailer
Auto-classify products into over 6000 product types and determine the best display taxonomies, search keywords, product titles and image captions for the product display pages of each product in the online catalog.
Top Japanese Retailer
Dynamically predict price and promotional discounts and integrate with eTags in the store multiple times a day to maximize profitability and revenues.
Top European CPG Brand
Predict orders by product and customer for over a billion products sold every year and use the top predictors to optimize the order to cash process.
Pharma & Healthcare
Top 3 Global Pharma
Analyze Phase II clinical trial data for a COPD drug and design the parameters of Phase III trials to minimize clinical trial costs.
Top 3 Global Pharma
Analyze clinical trials around H1N1 virus to determine opportunities for future drug discovery by performing text analytics.
Top Global Pharma
Predict bid price of generic drugs to maximize the chance of winning bids without compromising on profitability.
US Provider
Analyze insurance claims form data to determine incorrectly filled data and correct them before handing over to payers with the goal of minimizing revenue cycle time.
AI Research Assistant
Build a system to analyze research publications and highlight the top ones based on business requirements and drug discovery objectives.
Top US Payer
Analyze data from private clinics across the US to predict the propensity of a Doctor to be fraudulent.
Banking & Insurance
Mid-sized US Bank
Predict loan default risk and loan loss across assets and customer classes.
Top Insurer of Worker’s Compensation Claims
Predict the cost of worker’s compensation claims based on over hundred factors and performance over the last ten years.
Top US Insurer
Predict probability of a claim being rejected right at the hospital desk and recommend remedies to minimize these denials.
Medical Practitioner Fraud Detection
Customized dashboard enabled the client to identify physicians with higher risk and easily integrate it in the claims process.
External Risk Assessment
Assessment of external risk factors to determine compliance risk for banks.
Telecom & Media
Top 3 US Media Giant
Analyze set-top-box data to determine consumption patterns and leveraging the predictions to personalize ad targeting.
Top 3 US Telecom Vendor
Build models to predict customer churn across geographies and customer segments.
Top US Telecom Provider
Determine changes in messaging and product mix to improve customer experience at a granular level.
Top US Telecom Provider
Based on internal and external factors, built a site selection algorithm that provided a data-driven evaluation of potential retail sites based on the expected demand from consumers.
Top US Telecom Provider
Analyze customer feedback to determine specific recommendations for improving product messaging for future marketing campaigns.
Finance
Big 4 Audit Firm
Determine the top external factors that influence company performance across retail stores and use that to shortlist transactions that need further scrutiny during an external audit.
Leading Japanese Semiconductors Distributer
Automatically extract structured data from paper and fax purchase orders to minimize manual efforts and reduce costs by 75%.
Top Global Pharma
Predict bid price of generic drugs to maximize the chance of winning bids without compromising on profitability.
Mid-sized US Bank
Predict loan default risk and loan loss across assets and customer classes.
External Risk Assessment
Assessment of external risk factors to determine compliance risk for banks.
Top US Retailer
Reduce cost of manual data entry through AI automation algorithms by more than 75%.
Marketing
Top Japanese Retailer
Dynamically predict price and promotional discounts and integrate with eTags in the store multiple times a day to maximize profitability and revenues.
Top 3 US Media Giant
Analyze set-top-box data to determine consumption patterns and leveraging the predictions to personalize ad targeting.
Top Global Pharma
Predict bid price of generic drugs to maximize the chance of winning bids without compromising on profitability.
Top 3 US Telecom Vendor
Build models to predict customer churn across geographies and customer segments.
Top US Telecom Provider
Determine changes in messaging and product mix to improve customer experience at a granular level.
Top Media Buying Company
Optimize ad content and media buying budget to maximize ROI from spend on online image and video based ads.
Talent
Mid-sized Indian Company
Determined “best-fit” algorithm to identify the best candidates for hiring based on company business objectives.
Top Marketing Analytics firm
Built algorithms to predict employee attrition based on internal and external factors and provided a dashboard to monitor risk over time at a corporate, business unit and individual employee level.
Top Global Pharma
Predict bid price of generic drugs to maximize the chance of winning bids without compromising on profitability.
Top US Technology Firm
Determined the employee lifecycle before, during and after joining the company and used the analysis to recommend recruitment and employee retention programs.
Top US Retailer
Perform workforce attrition of hourly workers across distribution centers and retail stores to determine the key factors for the attrition and quickly arrest the high attrition rates.
Manufacturing
Top European CPG Brand
Predict orders by product and customer for over a billion products sold every year and use the top predictors to optimize the order to cash process.
Top US Control Systems Manufacturer
Analyze data from flight data recorder to help reduce fuel costs of short-haul flights and provide insights on the factors most responsible for that reduction in costs.
Top Japanese Manufacturer
Automatically extract product attributes from engineering drawings to reduce time and cost of data creation.
Top 3 Global Pharma
Analyze Phase II clinical trial data for a COPD drug and design the parameters of Phase III trials to minimize clinical trial costs.
Top US Cement Manufacturer
Predict the quantity of lime in cement early in the manufacturing process to minimize wastage.
