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AI/ML & Automation
Actionable business insights for unleashing the next wave of digital disruption

We help you with the practical implementation of AI & ML Solutions and Services so you can solve tomorrow’s problem today, successfully navigate the risks of digital disruption and become more resilient in today’s new normal.

The quick path to AI capabilities lies in Cloud AI services, which give organizations access to pre-built AI capabilities, we quickly configure and deploy such solutions using pre-built, pre-integrated AI and machine learning (ML) models to prove the concept. Launching AI pilots is easy but deploying, integrating and realizing value into the production landscape with your real-time data is challenging, this is where we bring data science and development and AI Engineering skills and capabilities to scale AI ML Solutions swiftly and confidently

What We Offer
AI Strategy
We help you (re)assess your AI strategy within the exact context of your needs, available resources and infrastructure. We help explore and finalize the key considerations like should you consider cloud-based AI ML services or should you create an ML model in-house or should you go hybrid way or to customize an off-the-shelf solution to your needs?
Cloud-powered AI ML
We build impactful AI-powered applications that solve complex problems and enhance customer experience based on Cloud AI developer services (CAIDS)
Hybrid Solutions
To be a truly valuable solution, you often need to customize the solution to your context, which is not always possible with the out of the box Cloud AI ML services; in such situations, we use building blocks, containers and serverless computing, code templates, frameworks of those AI ML services to accelerate customized hybrid AI solutions
Robotic Process Automation (RPA)
We implement Automation Anywhere based RPA to enable accelerated growth and business resilience by rapidly identifying, vetting and automating as many processes as possible. While doing this we focus on three key priorities: improving the quality of work, speeding up business processes, and enhancing the agility of decision-making
Use Cases
Automation
Oneture is helping client to establish and run a RPA Centre of Excellence that is aimed to accelerate automation effort across various Lines of Business
Customer Recommendation
Created a recommendation engine for customers using market basket analysis It helped identify spend behavior of customers which helped in improved cross-sell and up-sell
Customer Segmentation
Identifying customers in appropriate groups based on their similarity of transactions. It was developed with Clustering algorithm and helped running in focused promotion campaigns.
Sentiment Analysis
Unsupervised intent recognition to identify segments within the data. Very convenient for the law professionals to easily bifurcate judgements which are against the parties or favor to the parties.
Fraud Analysis
Improved fraud detection from existing rule based method to unsupervised deep learning based XGBoost algorithm.
Suspicious Transactions
Identification of suspicious transactions using rule based method, Spark structured streaming for Aadhaar Enabled Payment System.
Automate Data Extraction
Automatically identifying and classifying scanned documents using AWS TextRact
Recommendation Engine
Developing recommendation engine considering: similarity of content, browsing history, user behavior, interests, interactions, feedbacks, time spent etc.
ML Models Migration to Cloud
Migrating existing ML models from on-prem production to AWS Sagemaker and also build new models to leverage Credit card application data within big datalake on AWS.
Technologies
AI & Automation
Case Studies
Machine Learning (ML) based eKYC and customer on-boarding solution for Financial Institutions
Developed a flawless eKYC process for customer onboarding using AI/ML and AWS Cloud resulting reduced customer dropout and saving on operational costs and time that comes with paper-based KYC.
AI/ML & Automation
Machine Learning (ML) based eKYC and customer on-boarding solution for Financial Institutions
Developed a flawless eKYC process for customer onboarding using AI/ML and AWS Cloud resulting reduced customer dropout and saving on operational costs and time that comes with paper-based KYC.
AI/ML & Automation
Intelligent document processing and data extraction solution using open source and advanced ML techniques
Simplifying the manual process, enabling analysis, document classification and data extraction through digitization resulting in huge cost and time savings.
AI/ML & Automation
Pharma Data-as-a-service eProfile Platform re-development to improve turnaround time of agents using AWS AI/ML Comprehend Medical
Rebuilding and improving medical R&D KOL data capture, data enrichment, intelligent search using AWS Comprehend Medical AI/ML services
AI/ML & Automation
Establishing and running a RPA Centre of Excellence to accelerate automation effort across various Lines of Business
Deliver enterprise-grade RPA solutions to automate business processes, enabling operations to be scale faster and more cost-effectively, while increasing performance accuracy.