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SANJAY DESHMUKH
HEAD – GLOBAL PRESALES AND PARTNERSHIPS
Sanjay literally lives the term ‘Applying the power of AI’ when it comes to solving complex and consequential business challenges, which also forms a cornerstone of his digital transformation advocacy mantra, #FindabilitySolves!
As a highly experienced Fintech executive, Sanjay uses the predictive and prescriptive power of Findability.ai solutions to deliver significant financial ROI to global businesses.
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1. Solutions
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2. Services
- Demand Forecasting
- Price Prediction
- Employee Behavior Forecasting
- Risk Prediction
Demand forecasting
- Our multi-algorithmic, time-series forecasting solutions provide granular forecasts of product demand, quantities, and revenues with an average accuracy of over 90%
- Multiple demand signals are identified as part of the Wide Data framework and analyzed to produce highly accurate forecasts for clients from manufacturing, supply chain, retail, healthcare, hospitality, and financial services.
Success Stories
THE PROBLEM
One of North America’s leading provider of HVAC solutions wanted to optimize inventory planning and predict sales for 250+ geographically dispersed locations.
A vast product portfolio of over 1100 SKUs.
Stock-outs resulted in high warehousing and holding costs.
THE SOLUTION
A custom forecasting solution was developed using machine learning and deep learning algorithms.
They were ensembled to obtain higher accuracy against the traditional time-series forecasting algorithms.
Success Stories
THE PROBLEM
Japan’s leading transportation company wanted to reduce significant costs on transportation fee with accurate demand forecast.
The client wanted to retain only those stores where viable future demand existed.
THE SOLUTION
Using the multi-algorithmic time-series forecasting capabilities of Findability.AI, the following indicators were forecasted:
- 45-day forward forecast for the numbers of packages to be transported between 18 pairs of locations.
- The total count of packages to be transported across Japan.
Price Prediction
- Recommend price points that maximize the likelihood of transaction win rates to optimize revenue without compromising profit margins.
- Machine learning technology from Findability Sciences considers historical revenue, quantity and price points, deal win rates and forecasted demand to recommend ideal price points.
Success Stories
THE PROBLEM
Leading microelectronics component manufacturer wanted to optimize SKU-level price points for selling to trade.
Their price prediction algorithm had unresolved.
THE SOLUTION
We developed a middleware of custom SAP application connectors and SAP BAPI.
Enabled communication between the client’s SAP systems and the Findability.AI layer
Employee Behavior Forecasting
- Streamline human capital management and develop effective mentorship programs by identifying the key workplace and cognitive factors that influence employee performance.
- Identify employees at the highest risk of churn and implement proactive retention measures.
- Findability Sciences can process unstructured data from emails, social media, and employee feedback forms to identify personality traits and mapping them to churn risk.
Success Stories
THE PROBLEM
Project management is key to meet business challenges with high efficiency.
A leading supplier of mixed signal semiconductors needed help to unify their resources and bridge the gaps between their departments.
THE SOLUTION
Using Findability.AI as the core, we designed an integrated resource planning and forecasting application which was capable of the following:
- Presenting the resource requirement and schedule based on history (without machine learning application/forecast)
- Leveraging machine learning to forecast the resource requirement and the schedule (with historical project completion times)
- Combining user inputs and machine learning to enable scenario planning.
Risk Prediction
- Our AI-powered multi-modeling prediction technology is highly effective for determining the likelihood of risk across industries.
- From predicting the propensity of debtors to default, to identifying fraudulent claims in insurance, to predicting the likelihood of machinery malfunction in manufacturing, our AI technology delivers superior outcomes for risk prediction.
Success Stories
THE PROBLEM
An international airline operating in Western Pacific region and deploying a fleet of 250 aircrafts wanted to reduce costs by now flight engine failure in advance to convert unscheduled maintenance to planned maintenance.
THE SOLUTION
A proprietary self-learning, multi-modeling, predictive AI technology from Findability.AI was used to analyze the sensor data from aircraft.
External variables like meteorological conditions and structural pecifications for materials used in aircraft components were factored in to create accurate prediction model.
- Our multi-algorithmic, time-series forecasting solutions provide granular forecasts of product demand, quantities, and revenues with an average accuracy of over 90%
- Multiple demand signals are identified as part of the Wide Data framework and analyzed to produce highly accurate forecasts for clients from manufacturing, supply chain, retail, healthcare, hospitality, and financial services.
Success Stories
THE PROBLEM
One of North America’s leading provider of HVAC solutions wanted to optimize inventory planning and predict sales for 250+ geographically dispersed locations.
A vast product portfolio of over 1100 SKUs.
Stock-outs resulted in high warehousing and holding costs.
THE SOLUTION
A custom forecasting solution was developed using machine learning and deep learning algorithms.
They were ensembled to obtain higher accuracy against the traditional time-series forecasting algorithms.
Success Stories
THE PROBLEM
Japan’s leading transportation company wanted to reduce significant costs on transportation fee with accurate demand forecast.
The client wanted to retain only those stores where viable future demand existed.
THE SOLUTION
Using the multi-algorithmic time-series forecasting capabilities of Findability.AI, the following indicators were forecasted:
- 45-day forward forecast for the numbers of packages to be transported between 18 pairs of locations.
- The total count of packages to be transported across Japan.
- Recommend price points that maximize the likelihood of transaction win rates to optimize revenue without compromising profit margins.
- Machine learning technology from Findability Sciences considers historical revenue, quantity and price points, deal win rates and forecasted demand to recommend ideal price points.
Success Stories
THE PROBLEM
Leading microelectronics component manufacturer wanted to optimize SKU-level price points for selling to trade.
Their price prediction algorithm had unresolved.
THE SOLUTION
We developed a middleware of custom SAP application connectors and SAP BAPI.
Enabled communication between the client’s SAP systems and the Findability.AI layer
- Streamline human capital management and develop effective mentorship programs by identifying the key workplace and cognitive factors that influence employee performance.
- Identify employees at the highest risk of churn and implement proactive retention measures.
- Findability Sciences can process unstructured data from emails, social media, and employee feedback forms to identify personality traits and mapping them to churn risk.
Success Stories
THE PROBLEM
Project management is key to meet business challenges with high efficiency.
A leading supplier of mixed signal semiconductors needed help to unify their resources and bridge the gaps between their departments.
THE SOLUTION
Using Findability.AI as the core, we designed an integrated resource planning and forecasting application which was capable of the following:
- Presenting the resource requirement and schedule based on history (without machine learning application/forecast)
- Leveraging machine learning to forecast the resource requirement and the schedule (with historical project completion times)
- Combining user inputs and machine learning to enable scenario planning.
- Our AI-powered multi-modeling prediction technology is highly effective for determining the likelihood of risk across industries.
- From predicting the propensity of debtors to default, to identifying fraudulent claims in insurance, to predicting the likelihood of machinery malfunction in manufacturing, our AI technology delivers superior outcomes for risk prediction.
Success Stories
THE PROBLEM
An international airline operating in Western Pacific region and deploying a fleet of 250 aircrafts wanted to reduce costs by now flight engine failure in advance to convert unscheduled maintenance to planned maintenance.
THE SOLUTION
A proprietary self-learning, multi-modeling, predictive AI technology from Findability.AI was used to analyze the sensor data from aircraft.
External variables like meteorological conditions and structural pecifications for materials used in aircraft components were factored in to create accurate prediction model.
- Governance, Risk & Compliance
- Data Logistics
- Data Modernization
- SAP Focused Services
Governance, Risk & Compliance
Findability Sciences helps customers cut through the biggest challenges in GRC, namely poor quality of reporting data, lack of automation, absence of an aggregated view of risk and lack of skills and expertise for executing projects.
Key Offerings Outlined
- Findability Sciences helps clients optimize their use of GRC platforms such as IBM® OpenPages, Servicenow, and MetricStream by supplementing them with proprietary tools for NLP and Predictive AI (Findability.AI), and the trademarked CUPPTM framework.
- Clients can maintain better quality of data by leveraging the Wide Data framework, resulting in better predictability of the risk and compliance reporting.
- Our skilled team of GRC experts are trained and certified in the use of third-party products such as IBM® OpenPages and Servicenow. Their strong background in data science, automation and analytics helps our clients implement and deliver GRC solutions on time and delivering measurable business Outcomes.
- Findability Sciences works both with pre-configured GRC systems and provide customized integration services for third-party applications.
- We help clients automate dashboards and reports in their GRC application of choice.
- Clients can also benefit from testing and performance monitoring services for their GRC installations. Our custom-built, conversational AI based regulatory reporting can simplify the reviewing of GRC data by leadership.
Success Stories
THE PROBLEM
• Multiple Data Sources which were mostly internal and not leveraging External Data Source
• Risk and compliance operations were managed via spreadsheets and manual reporting
• Lacked Timely Response both for internal Audits and Franchisee locations.
THE SOLUTION
• Implemented the Findability Sciences Wide Data to integrate Internal & External Data
• GRC tool for Audit and Compliance landscape that Automated the process.
• Hybrid Solution that had both Cloud and On Prem Access
Success Stories
THE PROBLEM
• Data definition and governance issues that have been impacting the availability of data for analysis and insight.
• Business Units and Data Generated in multiple continents with unique local governance and compliance needs
THE SOLUTION
• Implemented the FS CUPPTM Framework for Collection, Unification, Processing and Presentation of Data
• Integration of Data from large ERP & CRM Systems using FS ERP MAX
Success Stories
THE PROBLEM
• Culture of Risk not shared clearly among all the divisions and users.
• No clear Communication of Risks and Events across different stake holders.
• No real-time view of relationships between risks, controls and issues across the company
THE SOLUTION
• Built on IBM Open Pages modules used OpRisk, Policy & Compliance
• Integration of Data from internal 7 external sources using FS’s Wide Data concept
• On the Cloud
Success Stories
THE PROBLEM
• Current risk operations were managed via spreadsheets, with
reports created manually.
• Lack of timely response to the business and regulators, nor had a
total view of risk exposure across the enterprise.
THE SOLUTION
• Findability AI resolved compliance challenges with their OpenPages solution, featuring OpRisk and Policy & Compliance modules accessible on the cloud.
Data Logistics
Customizable services to ensure that the client’s data is well organized, secure, and seamlessly retrievable by key business and analytics applications.
Key Offerings Outlined
- ‘Wide Data’ is a framework for building comprehensive data foundation by collecting and unifying a large variety of structured and unstructured data from internal and external sources.
- Characterized by the 3 Vs – Variety, Velocity and Veracity – Wide Data serves as an effective starting point for a 360° analysis of leading indicators.
- By leveraging Wide Data, enterprises can account for external dependencies (macroeconomic factors, holiday calendar, weather phenomena, etc.) while training the AI/ML applications.
- Collecting wide data requires a variety of techniques, including but not limited to APIs, ETL, keywords extraction, speech-to-text, web scraping, and image annotation. Findability Sciences offers the necessary skills, methods, and tools to build robust pipelines for secure data collection.
- Wide Data delivers a distinct advantage in terms of identifying specific information and insights from individual data components.
- Findability Sciences delivers a unified and consistent view of enterprise data by contextually combining multiple sources.
- Unstructured content from documents, emails, audios, images, and videos is processed using NLP (natural language processing) and Computer Vision to obtain structured data for training AI/ML algorithms.
- Missing or ‘bad’ data is treated, multiple formats are reconciled, and an AI-ready dataset is produced after schema integration and entity resolution.
- Data Unification forms an integral part of CUPPTM – our proprietary framework for AI solution development. CUPPTM stands for Collection, Unification, Processing & Presentation.
- Enterprise customers rely on Findability Sciences to manage the key phases of their data pipeline, from collection to processing to storage to access.
- Our data census and information architecture services provide detailed views of the organization’s data-scape (internal, external & third party) and help design secure pathways for relaying data to-and-fro from AI, analytics, and business applications.
Data Modernization
A strategic initiative that brings to enterprise clients, the latest innovations in data architecture and database technologies.
Key Offerings Outlined
- Findability Sciences offers all the technology, skills, and expertise necessary for enabling enterprise migration to modern, cloud-based data storage solutions capable of supporting AI/ML operations.
- Seamless migration achieved through a comprehensive range of services: performance tuning, system health checks and monitoring, data backup & restoration, data purging policy implementation, data reclamation, workload management and user management.
- Our global team of certified ETL engineers and Data Scientists is proficient in Data Cloud technologies such as IBM® Integrated Analytics System (IIAS), EnterpriseDB, SAP® HANA, and Snowflake®
- We are currently offering an extended support service for all four models of Netezza/IBM PureData appliances, that have reached or are approaching EOS (end-of-support) dates. With our expert support, customers can continue to use their Netezza appliances without disruption.
- The ‘Data Lake’ is a modern form of storage where data is ingested and retained in the ‘native’ form to support speedy and complex analytics operations.
- Findability Sciences can help set up Data Lakes in Snowflake®, SAP® Hana, EnterpriseDB, Amazon Redshift, db2, Netezza® and IIAS, to organize highly voluminous and diverse data from multiple sources.
- Realize higher efficiencies and improve process throughput with AI-led automation solutions from Findability Sciences.
- Our proprietary multi-modeling prediction & forecasting technology is available as a plug-and-play workflow for Robotic Process Automation products.
- In-house automation experts and tools provide frameworks and implementation support for leading platforms such as Microsoft® Power Automate, Automation Anywhere, and SAP®. Our tools enable intelligent automation for key enterprise functions such as HR & Payroll Management, Audit Reporting, and Scheduling.
SAP Focused Services
This cost-effective game changer integrates all services with Findability’s AI tools to facilitate app modernization and transformation, into SAP’s S/4 HANA. This digitally empowers the enterprise to deliver actionable indicators such as better user experience, improved performance, and reduced total cost of ownership.
Key Offerings Outlined
At Findability Sciences, we understand the importance of optimizing SAP processes to ensure the long-term success of our clients’ businesses. Our approach to SAP services involves a comprehensive analysis of business requirements, the current SAP landscape, and the IT landscape to identify areas for improvement. We offer 24×7 support services, and provide SAP resources to work on-site and offshore. Additionally, we help establish a center of excellence for SAP to ensure the efficient management of SAP processes. Our goal is to facilitate a successful digital transformation of enterprise architecture by developing a roadmap that maximizes efficiency, reduces costs, and positions organizations for growth.
At Findability Sciences, we specialize in providing comprehensive SAP analysis and advisory services to help organizations achieve successful digital transformations. Our team of experts carefully assesses your business requirements, current SAP and IT landscapes, and identifies areas for improvement in existing processes and third-party applications. Our advisory and guidance service helps you develop and execute a roadmap for digital transformation, utilizing SAP technologies and other tools to streamline operations, reduce costs, and optimize growth potential. By partnering with Findability Sciences, you gain a clear understanding of your enterprise architecture and leverage expert guidance to achieve your long-term goals.
Findability Sciences offers comprehensive SAP-related services, including 24×7 support to ensure uninterrupted system functionality. Their team of SAP experts is available both on-site and offshore to provide resources for all SAP-related needs. Additionally, they can help businesses establish a centre of excellence for SAP, creating a standardized approach and providing the necessary training and documentation to enable businesses to get the most out of their SAP investments. Findability Sciences’ commitment to quality and reliability makes them an ideal partner for businesses looking to maximize the potential of their SAP systems.
Findability Sciences helps customers cut through the biggest challenges in GRC, namely poor quality of reporting data, lack of automation, absence of an aggregated view of risk and lack of skills and expertise for executing projects.
Key Offerings Outlined
- Findability Sciences helps clients optimize their use of GRC platforms such as IBM® OpenPages, Servicenow, and MetricStream by supplementing them with proprietary tools for NLP and Predictive AI (Findability.AI), and the trademarked CUPPTM framework.
- Clients can maintain better quality of data by leveraging the Wide Data framework, resulting in better predictability of the risk and compliance reporting.
- Our skilled team of GRC experts are trained and certified in the use of third-party products such as IBM® OpenPages and Servicenow. Their strong background in data science, automation and analytics helps our clients implement and deliver GRC solutions on time and delivering measurable business Outcomes.
- Findability Sciences works both with pre-configured GRC systems and provide customized integration services for third-party applications.
- We help clients automate dashboards and reports in their GRC application of choice.
- Clients can also benefit from testing and performance monitoring services for their GRC installations. Our custom-built, conversational AI based regulatory reporting can simplify the reviewing of GRC data by leadership.
Success Stories
THE PROBLEM
• Multiple Data Sources which were mostly internal and not leveraging External Data Source
• Risk and compliance operations were managed via spreadsheets and manual reporting
• Lacked Timely Response both for internal Audits and Franchisee locations.
THE SOLUTION
• Implemented the Findability Sciences Wide Data to integrate Internal & External Data
• GRC tool for Audit and Compliance landscape that Automated the process.
• Hybrid Solution that had both Cloud and On Prem Access
Success Stories
THE PROBLEM
• Data definition and governance issues that have been impacting the availability of data for analysis and insight.
• Business Units and Data Generated in multiple continents with unique local governance and compliance needs
THE SOLUTION
• Implemented the FS CUPPTM Framework for Collection, Unification, Processing and Presentation of Data
• Integration of Data from large ERP & CRM Systems using FS ERP MAX
Success Stories
THE PROBLEM
• Culture of Risk not shared clearly among all the divisions and users.
• No clear Communication of Risks and Events across different stake holders.
• No real-time view of relationships between risks, controls and issues across the company
THE SOLUTION
• Built on IBM Open Pages modules used OpRisk, Policy & Compliance
• Integration of Data from internal 7 external sources using FS’s Wide Data concept
• On the Cloud
Success Stories
THE PROBLEM
• Current risk operations were managed via spreadsheets, with
reports created manually.
• Lack of timely response to the business and regulators, nor had a
total view of risk exposure across the enterprise.
THE SOLUTION
• Findability AI resolved compliance challenges with their OpenPages solution, featuring OpRisk and Policy & Compliance modules accessible on the cloud.
Customizable services to ensure that the client’s data is well organized, secure, and seamlessly retrievable by key business and analytics applications.
Key Offerings Outlined
- ‘Wide Data’ is a framework for building comprehensive data foundation by collecting and unifying a large variety of structured and unstructured data from internal and external sources.
- Characterized by the 3 Vs – Variety, Velocity and Veracity – Wide Data serves as an effective starting point for a 360° analysis of leading indicators.
- By leveraging Wide Data, enterprises can account for external dependencies (macroeconomic factors, holiday calendar, weather phenomena, etc.) while training the AI/ML applications.
- Collecting wide data requires a variety of techniques, including but not limited to APIs, ETL, keywords extraction, speech-to-text, web scraping, and image annotation. Findability Sciences offers the necessary skills, methods, and tools to build robust pipelines for secure data collection.
- Wide Data delivers a distinct advantage in terms of identifying specific information and insights from individual data components.
- Findability Sciences delivers a unified and consistent view of enterprise data by contextually combining multiple sources.
- Unstructured content from documents, emails, audios, images, and videos is processed using NLP (natural language processing) and Computer Vision to obtain structured data for training AI/ML algorithms.
- Missing or ‘bad’ data is treated, multiple formats are reconciled, and an AI-ready dataset is produced after schema integration and entity resolution.
- Data Unification forms an integral part of CUPPTM – our proprietary framework for AI solution development. CUPPTM stands for Collection, Unification, Processing & Presentation.
- Enterprise customers rely on Findability Sciences to manage the key phases of their data pipeline, from collection to processing to storage to access.
- Our data census and information architecture services provide detailed views of the organization’s data-scape (internal, external & third party) and help design secure pathways for relaying data to-and-fro from AI, analytics, and business applications.
A strategic initiative that brings to enterprise clients, the latest innovations in data architecture and database technologies.
Key Offerings Outlined
- Findability Sciences offers all the technology, skills, and expertise necessary for enabling enterprise migration to modern, cloud-based data storage solutions capable of supporting AI/ML operations.
- Seamless migration achieved through a comprehensive range of services: performance tuning, system health checks and monitoring, data backup & restoration, data purging policy implementation, data reclamation, workload management and user management.
- Our global team of certified ETL engineers and Data Scientists is proficient in Data Cloud technologies such as IBM® Integrated Analytics System (IIAS), EnterpriseDB, SAP® HANA, and Snowflake®
- We are currently offering an extended support service for all four models of Netezza/IBM PureData appliances, that have reached or are approaching EOS (end-of-support) dates. With our expert support, customers can continue to use their Netezza appliances without disruption.
- The ‘Data Lake’ is a modern form of storage where data is ingested and retained in the ‘native’ form to support speedy and complex analytics operations.
- Findability Sciences can help set up Data Lakes in Snowflake®, SAP® Hana, EnterpriseDB, Amazon Redshift, db2, Netezza® and IIAS, to organize highly voluminous and diverse data from multiple sources.
- Realize higher efficiencies and improve process throughput with AI-led automation solutions from Findability Sciences.
- Our proprietary multi-modeling prediction & forecasting technology is available as a plug-and-play workflow for Robotic Process Automation products.
- In-house automation experts and tools provide frameworks and implementation support for leading platforms such as Microsoft® Power Automate, Automation Anywhere, and SAP®. Our tools enable intelligent automation for key enterprise functions such as HR & Payroll Management, Audit Reporting, and Scheduling.
This cost-effective game changer integrates all services with Findability’s AI tools to facilitate app modernization and transformation, into SAP’s S/4 HANA. This digitally empowers the enterprise to deliver actionable indicators such as better user experience, improved performance, and reduced total cost of ownership.
Key Offerings Outlined
At Findability Sciences, we understand the importance of optimizing SAP processes to ensure the long-term success of our clients’ businesses. Our approach to SAP services involves a comprehensive analysis of business requirements, the current SAP landscape, and the IT landscape to identify areas for improvement. We offer 24×7 support services, and provide SAP resources to work on-site and offshore. Additionally, we help establish a center of excellence for SAP to ensure the efficient management of SAP processes. Our goal is to facilitate a successful digital transformation of enterprise architecture by developing a roadmap that maximizes efficiency, reduces costs, and positions organizations for growth.
At Findability Sciences, we specialize in providing comprehensive SAP analysis and advisory services to help organizations achieve successful digital transformations. Our team of experts carefully assesses your business requirements, current SAP and IT landscapes, and identifies areas for improvement in existing processes and third-party applications. Our advisory and guidance service helps you develop and execute a roadmap for digital transformation, utilizing SAP technologies and other tools to streamline operations, reduce costs, and optimize growth potential. By partnering with Findability Sciences, you gain a clear understanding of your enterprise architecture and leverage expert guidance to achieve your long-term goals.
Findability Sciences offers comprehensive SAP-related services, including 24×7 support to ensure uninterrupted system functionality. Their team of SAP experts is available both on-site and offshore to provide resources for all SAP-related needs. Additionally, they can help businesses establish a centre of excellence for SAP, creating a standardized approach and providing the necessary training and documentation to enable businesses to get the most out of their SAP investments. Findability Sciences’ commitment to quality and reliability makes them an ideal partner for businesses looking to maximize the potential of their SAP systems.