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Intelligent Automation & AI Integration

Augment RPA with AI/ML, NLP & Computer Vision for End-to-End, Cognitive Process Automation

Global Reach

Strategies adapted for international markets.

Rapid Deployment

Accelerated timelines for quicker ROI.

Risk Mitigation

Comprehensive compliance and security.

Overview

Strategic Innovation

Traditional RPA is limited to simple, rule-based tasks. To automate complex, unstructured, and decision-heavy processes (e.g., invoice processing, customer service, document extraction), enterprises must integrate **Artificial Intelligence (AI)** and **Machine Learning (ML)**—a domain known as **Intelligent Automation (IA)** or **Cognitive Automation**. **SkillzRevo’s Intelligent Automation & AI Integration** service helps organizations transition from basic RPA to AI-powered automation. We integrate **NLP** for processing text, **Computer Vision** for virtualized environments, and **Machine Learning** for automated decision-making. We partner with innovation teams, RPA COEs, and business transformation leaders to unlock higher-value, cognitive automation use cases that deliver transformative ROI.

"We don't just advise; we partner with you to implement solutions that drive tangible growth."

Why Choose This Service?

  • Data-Driven Decision Making
  • End-to-End Implementation
  • Scalable Architecture
Capabilities

How We Transform Business

Intelligent Automation Strategy & Roadmap Identify complex processes that require cognitive capabilities (e.g., document extraction, classification).

Leveraging best-in-class methodologies to deliver sustainable value and operational excellence.

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Document Understanding & Extraction (OCR/ICR) Utilize AI for automated data capture from unstructured documents (invoices, forms, contracts).

Leveraging best-in-class methodologies to deliver sustainable value and operational excellence.

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Natural Language Processing (NLP) Implement chatbots, sentiment analysis, email classification, and text summarization in automation workflows.

Leveraging best-in-class methodologies to deliver sustainable value and operational excellence.

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Computer Vision & Unattended Automation Augment bots to interact with virtual desktops (Citrix, VDI) and unstructured image data.

Leveraging best-in-class methodologies to deliver sustainable value and operational excellence.

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Machine Learning Model Integration Embed ML models (e.g., prediction, scoring) into RPA bots to enable automated decision-making.

Leveraging best-in-class methodologies to deliver sustainable value and operational excellence.

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AI Platform & Tool Integration Seamlessly connect RPA platforms (UiPath, AA) with AI services (AWS/Azure ML, Google AI, custom models).

Leveraging best-in-class methodologies to deliver sustainable value and operational excellence.

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Human-in-the-Loop (HITL) Workflow Design Create effective handoff and validation points between bots and human agents for complex exceptions.

Leveraging best-in-class methodologies to deliver sustainable value and operational excellence.

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Cognitive RPA Development Build, test & deploy intelligent automation workflows combining bot activity and AI services.

Leveraging best-in-class methodologies to deliver sustainable value and operational excellence.

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Impact

Real World Results

Case Study

Cognitive Automation for Insurance Claims Processing

The client needed to extract data from thousands of unstructured medical forms and process them instantly. What we delivered:

Solution

  • • Integrated UiPath with a custom-trained Document Understanding model.
  • • Automated data extraction from 8 types of claim forms with 95% accuracy.
  • • Implemented a Human-in-the-Loop workflow for low-confidence extraction.

Impact

Reduced manual data entry by 80% Accelerated claims processing time by 60% Improved data quality and compliance
Case Study

Intelligent Customer Service Assistant (NLP/Chatbot)

A large e-commerce firm wanted to automate email and chat inquiry routing and response. What we delivered:

Solution

  • • Built an NLP-powered system to classify incoming email/chat sentiment and intent.
  • • Integrated the NLP service with RPA bots to trigger back-office order/refund processing.
  • • Trained the model on 50,000 historical customer interactions.

Impact

45% of customer inquiries automated end-to-end Improved customer satisfaction (faster response time) Reduced contact center agent workload
Case Study

Computer Vision Automation for VDI Environments

A manufacturing client had legacy systems accessible only via virtual desktop (Citrix/VDI). What we delivered:

Solution

  • • Implemented Computer Vision capabilities (e.g., UiPath AI Computer Vision).
  • • Enabled bots to reliably interact with on-screen elements (buttons, fields) using image recognition.
  • • Automated data migration tasks across the VDI boundary.

Impact

Successfully automated processes previously considered 'un-automatable' Eliminated screen scraping and unreliable element selectors Achieved high bot reliability in the VDI environment

Technology Stack

SkillzRevo integrates leading AI and Cognitive Tools:

AI/ML Platforms AWS SageMaker • Azure ML • Google AI Platform • Custom ML Models
Document Processing UiPath Document Understanding • Automation Anywhere IQ Bot • ABBYY FlexiCapture
NLP Services AWS Comprehend • Azure Cognitive Services • Google Cloud NLP
Computer Vision UiPath AI Computer Vision • OCR Engines (Tesseract, Microsoft)

These tools power cognitive capabilities for high-value process automation.

Market Intelligence

Intelligent Automation (IA) delivers 3× the ROI of traditional RPA.

  • 70% of enterprise data is unstructured (documents, emails, text).
  • Cognitive automation is essential to automate 60% of front-office processes.
  • The IA market is projected to grow 40% annually.
  • AI integration allows bots to handle exceptions and make complex decisions autonomously.
  • AI/ML models embedded in bots improve accuracy and reduce Human-in-the-Loop validation time.

"Intelligent Automation is the future of enterprise efficiency, bridging the gap between RPA and AI."

Meet Our Experts

Mr. Ashish Tiwari
8+ Years
500+ Students

Mr. Ashish Tiwari

Mr. Ashish Tiwari has done his Masters in Al&ML. He is a Data Scientist having experience of over 8+ years. He has trai…

AIMachine LearningNLP
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Usha Nandhini S
9+ Years
300+ Students

Usha Nandhini S

With over 9 years of expertise in computer programming and 2+ years of specialized focus in Data Science, AI, Machine L…

Data ScienceAIMachine Learning
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Mr. Uttam
12+ Years
400+ Students

Mr. Uttam

Uttam Grade is a seasoned Data Scientist and Data Science Trainer with extensive expertise in delivering advanced …

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Dr Lakshmi Sree Kailasam
16+ Years
800+ Students

Dr Lakshmi Sree Kailasam

Dr. Lakshmi has over 16+ years of experience in diverse domains, including ISO, Scrum, Agile and Project Managemen…

SQLPandasPython
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Mrs. Zainab Sidddiqui
16+ Years
800+ Students

Mrs. Zainab Sidddiqui

Zainab Siddiqui is a driven and results-oriented Machine Learning Engineer specializing in computer vision, NLP, an…

SQLPandasPython
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Dr. Santosh Srivastava
12+ Years
200+ Students

Dr. Santosh Srivastava

Dr Santosh Srivastava is a PhD holder and has more than 12 years of experience in Training, Research, and Consultancy a…

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Mr. Arihant Jain
8+ Years
200+ Students

Mr. Arihant Jain

Mr Arihant is an accomplished Senior Data Scientist with over 12+ years of valuable experience in Machine Learning, Dee…

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Mr. Bidhan Sen
8+ Years
200+ Students

Mr. Bidhan Sen

Bidhan Sen is an accomplished data analytics professional with a wealth of experience across tools like Power BI, Table…

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Mr. Rohan Dixit
10+ Years
200+ Students

Mr. Rohan Dixit

Rohan Dixit is an experienced Data Science Consultant with deep expertise in Python, SQL, Power BI, and advanced analyt…

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