AI ACCELERATORS

The accelerator enables the identification of important customer sentiments. Insights generated are aggregated and organized to aid effective decision-making.

Key features

• Categorization of customer feedback into business-specific categories
• Identification of key entities for action identification
• Sentiment analysis to reveal the lowest level customer insight
• Analytics dashboard with customized and actionable reports
• Monthly/quarterly trend reports for tracking the impact
• Multiple language support

Business application

• Customer feedback forms on products & services across domains
• Employee survey or feedback
• Online product feedback

In traditional OCRs, the accuracy in processing of documents with different layouts and templates is low. The Intelligent OCR is an AI-based model that provides greater accuracy in comparison.

Key features

• A comprehensive set of recognition techniques for handwritten and typed text
• Intelligent data extraction from a tabular layout in scanned documents
• AI-based layout analysis, elements identification like a signature, block or a table
• AI-based key-value based field identification and extraction
• Accuracy level assessment for the extracted information
• Template-based data extraction with easy configuration of new templates

Business application

• Handwriting assessment, legal documents, cheques, etc.​
• Extraction of complex information like tables, graphs from documents​
• Analysis of scene-photo, like the text on signs, or billboards​

A digital assistant to fill all missing data and reduce the complexity for the user to search.

Key features

• Dynamic dialog generation for bot based on product catalog
• Minimize deliverable time compared to coding each dialog
• Auto-train NLP model & DDM with changes in catalog
• Near real-time event-based catalog updating
• Configurable question order of DDM dialogs for a different product(s)
• Independent of channel

Business application

• Retail eCommerce: Optimized online shopping experience
• Manufacturing: Identify the part/machine information being searched
  
  

In the New Normal era, businesses need to find innovative ways to optimize Last-mile delivery at a reduced cost, increase service levels, and maximize resource utilization.

Key features

• Downloadable route plans with visual navigation details that minimize travel distance while maximizing service levels
• Integration with Mapbox APIs
• Machine learning models that predict distance and duration between locations
• Flexible and customizable to additional business needs and constraints
• Efficient results and 5x faster performance as compared to other tools

Business application

• Supply chain: Delivery of goods between different echelons of the supply chain
• On-demand delivery companies
• Robot and autonomous vehicle navigation
• Network routing and load balancing

A vision-based deep learning solution that can extract audience-based insights to improve customer engagement.

Key features

• Identify facial key points & utilize them to calculate the gaze time, face direction, etc.
• Intelligent AI models for classifying audience based on age, gender, & ethnicity
• Accuracy level assessment for the extracted information
• Lesser time to market to incorporate new features

Business application

• Issuing worker safety alerts in an industrial setup​
• Statistics of the number of customers entering a retail store ​
• Viewer demographics, gaze time for an advertisement screened at a public place​
• Crowd behavior analysis​

Video analytics-based detection of vehicles and pedestrian for different smart city scenarios

Key features

• Vehicle and vehicle type detection at a high scale from a single frame
• Pedestrian detections at high scale from a single frame
• Pedestrian and vehicle movement count w.r.t direction
• Calculate size, physical distance based on camera calibrations

Business application

• Traffic management & surveillance​
• Parking management ​​
• License plate detection and recognition​
• Face detection and masks detection​

A configurable Python utility that performs intelligent data type mappings and creates the target schema.

Key features

• Effort and cost minimization
• Reusable utility
• Easily extensible to cater to new databases
• Manual error reduction

Business application

• Spans across multiple domains

Optimal job scheduling is a solution for a dynamic production environment that enables optimal scheduling of incoming jobs to reduce delays, increase capacity utilization, and react to dynamic events.

Key features

• Instantaneous scheduling decisions by advanced machine learning agent
• The scheduler can react to multiple events like scheduled maintenance, machine breakdown, and new job inflows
• Customizable program tailorable to different scheduling problems such as employee scheduling
• Visualization of plans through gantt chart and calculation of various KPIs

Business Application

• Manufacturing: Scheduling incoming jobs in an assembly line
• Employee roster: Schedule employees in shifts and complex staffing requirements
• Conference schedule: Assigning conferences to rooms and time slots

The face recognition accelerator can uniquely identify a person by analyzing and comparing patterns based on the person's facial textures and shape.

Key features

• Detect and recognize the faces of multiple people in a single frame
• Real-time prediction
• High accuracy facial detection using a neural-network-based approach.
• Ability to add new faces on the fly
• Import and map existing facial database

Business application

• Smart attendance marking ​
• Authentication and authorized access in restricted areas​
• Identify people in images for digital/media consumption​
• Better surveillance​​

This accelerator addresses complexities pertaining to scale as well as missing observations that impact the quality of forecasts and generates the optimal results by selecting the best configuration out of countless models.

Key features

• Ability to select the best performing configuration out of 1000s of configurations
• Customizable solution tailorable to various business needs
• Automated baseline forecasts
• Works with hourly, daily, weekly, monthly and yearly data
• What-If analysis to assess the impact on forecasts
• Visualization and diagnostics for model improvement

Business application

• Across domains: Sales/Demand/Revenue/Lead Time forecasting​
• Energy & Utility companies: Load forecasting for grids​
• Public Sector: Economic/Social/Population indicator forecasting

This accelerator connects to the existing chatbot, shows KPIs such as unique users, intent usage, and more. It tracks the user, messages & bot metrics to help decision-makers know where to invest in for their existing chatbot.

Key features

• Shows KPIs such as unique users, total conversations, channels interactions, intent usage, intents ready for production, the fallback rate where your chatbot's unable to help, etc.
• Provides visual, transactional & personalized reports
• Keeps track of user, messages & bot metrics to help business  decision-makers optimize their investments

Business application

• For existing/new chatbot implementations in multiple domains
• Online retail stores/e-commerce
• Manufacturing

A medical imaging analysis solution to enable low-cost patient screening, diagnosis by eliminating human error, and producing standard outcomes.

Key features

• Early diagnosis of diseases and treatment
• Low-cost patients screening
• Standard outcome by reducing human error
• Saves time and cost by automating manual & lengthy processes
• Automated surgery & therapy treatment planning and delivery

Business application

• Disease diagnosis & classification using X-Ray images
• Organs segmentation using CT scan, MRI images, ultrasound
• Tumor boundary demarcation and area of interest segmentation
• Histopathology cells instance segmentation and count using whole slide imaging

The accelerator helps in migrating diverse databases to cloud-based data warehouses in a quick and cost-efficient manner without impacting the performance of the source databases.

Key features

• Cost-effective: Pay only for the server resources used to run the utility
• Supports widely used databases & is easy to use
• Parallel processing of workloads with a robust failover mechanism
• An end-to-end automated tool which can be scheduled and requires minimum user intervention
• Supports the migration of large objects like BLOBs

Business application

• BFSI, Healthcare, Gaming, Telecom, Manufacturing, Automotive, Travel and Aviation

The target data is compared against original and ongoing transformed source data to ensure that the integration architecture has moved and/or transformed data correctly.

Key features

• Saves efforts by automating the manual process
• Saves cost by avoiding the use of commercial tools
• Conducts vital (quality) checks after data loads/ETLs and prevents data quality issues
• Runs on databases having a high volume of data
• Inbuilt logging functionality and generates failure report
• Operates on a configuration file and automatically generates the test cases for validating the data quality

Business application

• BFSI, Healthcare, Gaming, Telecom, Manufacturing, Automotive, Travel and Aviation

A solution for migrating legacy applications by building lightweight architecture where services can be developed and maintained in parallel without dependency.

Key features

• Quick identification of independent applications and modules
• Customizable solution adaptable to business needs
• Each cluster performs its functions with minimal calls to other clusters
• Dependency between clusters on database access reduced to the bare minimum
• Scalable implementation to multiple applications
• 3D visualization of results

Business application

• Telecom
• BFSI

The accelerator helps in migrating schema of heterogeneous source databases to a format compatible with cloud-based data warehouses in a quick and cost-efficient manner.

Key features

• Saves efforts by automating the manual process
• Saves costs by avoiding the use of commercial tools
• Supports seamless migration of users and roles
• Highly scalable solution with multiple schema migration in one go
• Highly configurable - mappings available for heterogeneous databases

Business application

• BFSI, Healthcare, Gaming, Telecom, Manufacturing, Automotive, Travel and Aviation

A holistic solution to facilitate strategic budget decisions by reallocating spends across categories and brands hosted on Dash and Python.

Key Features

• Reallocate spends across categories and hosted brands to facilitate strategic budget decisions
• Handle log-log and linear models
• Manage a complete portfolio of brands
• Run multiple iterations of the meta-heuristic optimization algorithm
• Reduce efforts significantly

Business Application

• FMCG/CPG, quick service restaurants
• Telecom, hospitality, pharmaceuticals
• Any domain where significant investment is done on various marketing channels