ai casestudy

AI

by Case Studies

Introduction

From Challenge to Transformation

Each case study presents a verified client engagement  the challenge defined, the DOT framework applied, and the outcomes quantified. Spanning Financial Services, Manufacturing, Healthcare, Technology,Energy, and Aviation, our Intelligence Loop Discover, Optimise, Transform, converts complexity into AI-powered competitive advantage.

Built on Agentic AI, Designed for Intelligent Enterprise Automation

Custom Solutions

Results Delivered

  • High accuracy in predicting equipment failures
  • Significant reduction in unplanned downtime
  • Lower maintenance costs and optimized resource allocation
  • Improved operational efficiency and equipment performance
  • Scalable solution supporting future digital expansion

Al-Driven Predictive Analysis

About:

A global manufacturing conglomerate sought to minimize downtime and maintenance costs by predicting equipment failures before they occurred. The goal was t o move from reactive t o proactive maintenance through automation and Al

Project Overview :

Frequent unplanned downtime and inefficient data usage were impacting productivity and decision-making. with a volume of 80,000 invoices per month (#10% and 1,000+ vendors registered on MSETU submitting retro invoices in different formats and templates. To address these issues, the enterprise partnered with DT-CoE t o develop an Al-powered predictive maintenance system capable of analyzing historical data, detecting anomalies, and forecasting potential failures in real time.

What we did :

  • Deployed machine learning models t o predict failures based on historical and external data.
  • Applied data analytics t o identify hidden patterns and performance trends.
  • Built interactive dashboards for real-time visibility and decision-making.
  • Automated data retrieval from multiple sources t o reduce manual effort.
  • Implemented anomaly detection and timestamp reconciliation for accurate insights.

Results Delivered

  • Enhanced safety awareness and user engagement across 30,000+ employees
  • Real-time query resolution with up to 98% response accuracy.
  • Analyzed 1M+ safety records across three years.
  • Reduced manual analysis time by 70%.
  • Scalable and secure on-premise deployment with Azure integration

Al-Powered ESG Assistant for Enhanced Safety and Compliance

About:

A leading manufacturing enterprise adopted DOT's Generative Al-powered ESG Assistant to automate safety query handling, improve awareness of safety protocols, and ensure proactive compliance across its operations.

Project Overview :

The organization sought to enhance workplace safety and operational efficiency and operational efficiency across 30,000+ employees through Al-driven automation, through Al-driven automation. The manual process of accessing and understanding safety standards led to fragmented communication and low awareness. DOT deployed an Al ESG Assistant trained on internal safety documentation, enabling employees to instantly access relevant policies, procedures, and safety insights across multiple communication channels-promoting a culture of safety and compliance

What we did :

  • Developed an AI ESG Assistant trained on 40+ safety documents.
  • Enabled multi-channel access through WhatsApp, Teams, and Web chat.
  • Integrated with HRMS (SSO) for seamless user authentication.
  • Implemented NLP and Generative Al for contextual and multilingual responses.
  • Created analytics dashboards for tracking user engagement and query patterns.
  • Configured escalation management for complex or unresolved queries.

Customer Service

Results Delivered

  • Faster decision-making through realtime insight generation.
  • Improved forecast accuracy with Alpowered analysis
  • Significant reduction in manual data processing time
  • Better business performance through data-driven strategy execution
  • Enhanced visibility into market trends and customer sentiment

Empowering Data-Driven Decisions with the DOT AI

About:

A global telecommunications enterprise wanted to transform its marketing operations by automating data analysis and improving decision-making speed across regions.

Project Overview :

Manual data collection from multiple sources-social media, news, and machine logs-made it difficult to generate timely insights or predict market trends. The enterprise adopted the DOT Al Marketing Analyst to automate data aggregation, analysis, and forecasting for smarter, faster business decisions.

What we did :

  • Automated data collection and analysis from multiple channels, including social media, mobile, and machine logs.
  • Enabled real-time analytics dashboards for trend monitoring and performance tracking.
  • Deployed Al-driven forecasting using SWOT and sentiment analysis.
  • Streamlined marketing decision-making through automated insight generation and reporting.
  • Enhanced the execution of data-driven strategies across global teams.

Finance

Results Delivered

  • 96% accuracy in data extraction.
  • 1000+ person-days saved per month.
  • 100,000+ invoices processed monthly.
  • Live in 8 weeks
  • Enhanced vendor relationships with a more transparent, streamlined AP process.
  • Zero manual errors with real-time monitoring and automation.

A Leading Manufacturing Conglomerate Transforms Its Accounts

About:

A leading automotive manufacturing company that produces SUVs, EVs, pick-ups, large commercial vehicles, small commercial vehicles, and small utility vehicles.

Project Overview :

The company was facing challenges in its Accounts Payable (AP) process, which involved manual data entry, invoice processing, and vendor servicing across 6000+ suppliers, processing 100,000+ invoices monthly. The process was time-consuming, error-prone, and inefficient, leading to poor vendor experiences and reduced productivity.

What we did :

  • Enabled template-free invoice data extraction from multiple formats (PDF, JPEG).
  • Built a consolidated view for vendors to validate extracted fields.
  • Automated real-time process verification and validation of invoices.
  • Implemented auto-entry of validated data into the ERP for ASN generation.
  • Enabled automated status updates for vendors to track invoice progress.
  • Added omnichannel integration (web and mobile) for approvals and process.
  • Capture Good Delivery Note and validate and input into ERP

HR

Results Delivered

  • 56% reduction in time spent on HR requests and queries.
  • 90% increase in employee engagement with HR.
  • 22% improvement in overall HR efficiency and response time.
  • Faster access to company policies and reports, enhancing employee satisfaction.

Revolutionizing HR Operations with Al Automation

About:

One of the world's largest IT services enterprises was struggling to manage employee support and HR operations efficiently. The HR department sperit excessive time on routine tasks like attendance tracking, policy clarifications, and query handling.

Project Overview :

The HR team faced challenges in managing high volumes of employee queries, claims, and policy requests. With no centralized, interactive system, response times were slow, and manual processes caused delays in leave and attendance management, policy sharing, and reporting.
To address these inefficiencies, the company deployed the DOTAI HR Operations Executive - an Al-powered digital assistant designed to automate HR support, streamline processes, and enhance employee experience

What we did :

  • Enabled chat-based HR query resolution for policies, attendance, leave, holidays, grievances, and talent management.
  • Introduced smart digital forms to automate employee requests and internal transactions.
  • Integrated with MIS engine for instant report generation and analytics.
  • Automated KYC updates to ensure compliance and prevent fraud.
  • Provided real-time performance insights through continuous analytics.
  • Implemented auto-assigned queues for every transaction to improve turnaround and reliability.

Results Delivered

  • 70% reduction in onboarding turnaround time.
  • 60% less manual HR effort and improved process visibility.
  • 98% straight-through accuracy in document processing.
  • Monthly onboarding volume: 1,500-2,500 joiners.
  • Enhanced candidate experience through instant and personalized support.
  • Omnichannel onboarding automation aligning with InCred's digital vision.

Employee Onboarding Assistant for a Leading Financial Enterprise

About:

A leading manufacturing enterprise needed a faster, more unified way for employees to access HR systems, policies, and support. Manual handling of queries around travel, compliance, and benefits was slowing productivity.

What we did :

  • Integrated 40+ policy documents and systems like SAP SuccessFactors, BMC Remedy, and Freshdesk
  • Automated ticket creation and category allocation via Al bots
  • Enabled self-service access for policies, travel, payroll, and claims
  • Connected 45 APIs for seamless transactions
  • Delivered access across desktop, mobile, and MS Teams
  • Provided dashboards for real-time HR analytics

Marketing

Results Delivered

  • 3,000+ invoices processed monthly with minimal manual intervention.
  • 60% reduction in manual processing time per invoice.
  • 90%+ extraction accuracy even for low-quality data inputs.
  • 30–40% reduction in AP operational costs.
  • Faster vendor payments and improved supplier relationships.
  • 40% finance capacity redirected from transactional tasks to analytics.

Revolutionizing Accounts Payable for a Leading FMCG Enterprise with AI Automation

About:

A leading Fast-Moving Consumer Goods (FMCG) enterprise, operating at scale with thousands of invoices processed every month across its nationwide supply chain.

Project Overview :

The company’s Accounts Payable (AP) operations were under severe strain due to unreliable OCR performance on dot-matrix invoices, lack of audit trails, multi-channel chaos (email, Excel, web uploads), and frequent manual tax calculation errors. Vendor payment delays led to disputes, creating friction with suppliers and compliance risks.Handling 3,000+ invoices processed monthly manually was a major challenge, causing delays and errors. To modernize operations, the company partnered with Neil – the AI Accounts Payable Executive to transform its AP process end-to-end.

What we did :

  • Smarter Invoice Handling: Managed dot-matrix invoices via structured Excel and unified Gmail + web uploads.
  • Automated Tax & Error Checks: Auto-split IGST, fixed errors, and allowed partial Excel processing.
  • Seamless ERP Integration: Sent validated data directly to the company’s portal through APIs.
  • AI Support & Training: Added AI assistant for FAQs and trained warehouse teams for adoption.
  • Full Audit Control: Linked every data point back to its source document for compliance.

Results Delivered

  • 95% reduction in service costs.
  • Query resolution time cut from 48 hours to seconds.
  • Tickets reduced from 38 to 2 per 1,000 transactions.
  • Round-the-clock intelligent support with zero manual intervention.
  • Handling volumes over 700,000 daily transactions.

Revolutionizing Customer Support with AI: A Journey to Efficiency and Excellence

About:

A leading payments platform transformed its customer service operations with DOT Al-powered automation-achieving faster query resolutions, lower costs, and improved customer satisfaction.

Project Overview :

Handling over 700,000 daily transactions led to high query volumes and 20,000+ support tickets per day. The customer service process was manual and dependent on outsourced teams, causing delays and inefficiencies. DOT deployed an Al Customer Care Executive that automated responses, integrated with existing systems, and delivered logical, personalized support in real time

What we did :

  • Deployed an Al Customer Care Executive powered b DOT's cognitive automation.
  • Integrated Al with databases for real-time query resolution.
  • Automated ticket creation, categorization, and escalation.
  • Enabled multi-channel support across app and email.
  • Replaced manual and outsourced processes with in-house Al automation.
grc-bg

GRC

by Case Studies

Introduction

From Challenge to Transformation

Each case study presents a verified client engagement  the challenge defined, the DOT framework applied, and the outcomes quantified. Spanning Financial Services, Manufacturing, Healthcare, Technology,Energy, and Aviation, our Intelligence Loop Discover, Optimise, Transform, converts complexity into AI-powered competitive advantage.

Built on Agentic AI, Designed for Intelligent Enterprise Automation

Logistics SAAS (Global Expansion & Enterprise Sales)

Results Delivered

  • Scalable compliance foundation supporting global customer onboarding
  • Stronger privacy posture with clear accountability and repeat able workflows
  • Improved credibility in enterprise security reviews through mappings and test remediation

Scope :

GDPR/CCPA readiness, NIST 800-53 mapping, SOC 2 readiness, ISO/IEC 42001 starter governance, VAPT remediatio 

Challenge :

A logistics SaaS preparing for global sales needed a scalable privacy and security program. They required clearer data flows, stronger vendor controls, and credible governance for emerging AI features.

What we did :

  • Built data inventory + processing map (systems, data categories, purposes, retention)
  • Implemented GDPR/CCPA essentials: privacy governance, DSAR workflow, vendor/DPA hygiene, retention/deletion practices
  • Built security baseline and mapped key controls to NIST 800-53 for enterprise alignment
  • Created SOC 2 readiness building blocks: policy set, evidence plan, operational controls
  • Set up ISO/IEC 42001 starter framework: roles, risk considerations, documentation structure, control checklist
  • Coordinated VAPT and remediation tracking to closure with proof artifacts
AI (1)

GCC

by Case Studies

Introduction

From Challenge to Transformation

Each case study presents a verified client engagement  the challenge defined, the DOT framework applied, and the outcomes quantified. Spanning Financial Services, Manufacturing, Healthcare, Technology,Energy, and Aviation, our Intelligence Loop Discover, Optimise, Transform, converts complexity into AI-powered competitive advantage.

Built on Agentic AI, Designed for Intelligent Enterprise Automation

Fintech (B2B Payments & Remittance)

Results Delivered

  • Audit-ready compliance package with consistent policies, proce dures, and evidence
  • Faster enterprise due diligence using reusable artifact bundles
  • Reduced security risk through structured remediation and evidence hygiene

Scope :

SOC 2 readiness, GDPR/CCPA privacy baseline, VAPT remediation, vendor risk

Challenge :

A fast-growing FinTech handling sensitive customer and transaction data needed to satisfy enterprise security reviews. Policies were scattered, evidence was inconsistent, and security questionnaires were slowing sales.

What we did :

  • Conducted SOC 2 readiness assessment and built a prioritized control roadmap
  • Implemented core controls: access management, change manage ment, logging/monitoring, incident response, vendor management
  • Built an evidence map (what to collect, from where, and how often)
  • Established GDPR/CCPA baseline: data inventory, purpose mapping, retention principles, vendor/DPA readiness
  • Coordinated VAPT triged findings, supported remediation with technical + documentary proof

Health Care

Results Delivered

  • HIPAA-aligned security posture with clear governance and accountable processes
  • Stronger audit trail and improved readiness for customer compliance reviews
  • Continuous compliance rhythm instead of one-time documentation

HEALTHCARE TECHNOLOGY (BUSINESS ASSOCIATE / HEALTH PAYMENTS)

Scope :

HIPAA compliance, SOC 2 alignment, NIST-style control structure, VAPT coordination

Challenge :

A healthcare-adjacent platform operating as a Business Associate needed HIPAA-aligned controls, better auditability, and a defensible security program to onboard larger clients.

What we did :

  • Established HIPAA foundation: risk analysis, administrative/techni cal safeguards, compliance documentation
  • Implemented operational controls: access control, audit logs, incident response, backup/DR, workforce security procedures
  • Strengthened vendor posture: due diligence, BAA/DPA readiness, tracking vendor obligations
  • Ran VAPT and guided remediation with evidence and closure narratives
  • Organized controls in a structured framework approach (NIST-style) to make audits repeatable
  • Continuous compliance rhythm instead of one-time documentation

Logistics SAAS (Global Expansion & Enterprise Sales)

Results Delivered

  • Scalable compliance foundation supporting global customer onboarding
  • Stronger privacy posture with clear accountability and repeat able workflows
  • Improved credibility in enterprise security reviews through mappings and test remediation

Scope :

GDPR/CCPA readiness, NIST 800-53 mapping, SOC 2 readiness, ISO/IEC 42001 starter governance, VAPT remediatio 

Challenge :

A logistics SaaS preparing for global sales needed a scalable privacy and security program. They required clearer data flows, stronger vendor controls, and credible governance for emerging AI features.

What we did :

  • Built data inventory + processing map (systems, data categories, purposes, retention)
  • Implemented GDPR/CCPA essentials: privacy governance, DSAR workflow, vendor/DPA hygiene, retention/deletion practices
  • Built security baseline and mapped key controls to NIST 800-53 for enterprise alignment
  • Created SOC 2 readiness building blocks: policy set, evidence plan, operational controls
  • Set up ISO/IEC 42001 starter framework: roles, risk considerations, documentation structure, control checklist
  • Coordinated VAPT and remediation tracking to closure with proof artifacts

Customer Success Stories
G C C A d v i s o r y · I n d i a

Results Delivered

  • Clean compliance rhythm across statutory, tax, payroll, and FEMA workstreams
  • Annual transfer pricing position documented and defensible against Indian tax scrutiny
  • Group-IFRS-reconcilable monthly MIS pack delivered on a fixed cadence to Belgium
  • Embedded back-end partnership continuing as the India team scales

Scope :

GCC Entity Setup · Transfer Pricing · FEMA Advisory · Multi-State GST · Payroll & Labour Compliance · Virtual CFO and MIS

Challenge :

A European telecom reference company identified India as a strategic growth market and built its India team progressively, culminating in the formal opening of its New Delhi office.

The Group required a structured local subsidiary with a clean regulatory, tax, and compliance posture from the outset — and a single accountable interface across entity, FEMA, payroll, and transfer pricing rather than fragmented advisors.

What we did :

  • Structured the India entity in line with the European parent's preferences and group treasury constraints
  • Drafted the inter-company services agreement underpinning the cost-plus mark-up framework for transfer pricing
  • Activated GST registration and filing rhythms across the operating jurisdictions; mapped PF and ESIC enrolment to each hire’s state base
  • Instituted a parent-grade monthly MIS pack with quarterly variance review attended by Group controllership
  • Delivered annual TP documentation and Form 3CEB through empanelled professional partners
My savings My savings

Cybersecurity

by Case Studies

Introduction

From Challenge to Transformation

Each case study presents a verified client engagement  the challenge defined, the DOT framework applied, and the outcomes quantified. Spanning Financial Services, Manufacturing, Healthcare, Technology,Energy, and Aviation, our Intelligence Loop Discover, Optimise, Transform, converts complexity into AI-powered competitive advantage.

Built on Agentic AI, Designed for Intelligent Enterprise Automation

ISO 27001 & Physical Security Audit Engagement

Client:  Global Enterprise Technology Provider (US)
Industry:  Identity, Access Management & Secure Technologies
Services Provided: ISO 27001 Certification Audit, Physical Security Audit, Data Center Security Review

Background

The client required an experienced, independent security partner to support its ISO 27001 certification efforts and to validate the effectiveness of its physical and data center security controls in line with international standards.

DOT Engagement Overview

DOT partnered closely with the client to deliver a comprehensive assessment covering information security governance, technical controls, and physical security.

The scope included:

  • End-to-end ISO 27001 certification audit
  • Physical security audit aligned with ISO 27001 Annex A controls
  • Data center security assessments including access control, monitoring, and environmental safeguards
  • Validation of policies, procedures, and operational effectiveness

Approach

DOT conducted a combination of on-site and remote assessments to evaluate both technical and physical controls.

  • Review of physical access mechanisms, surveillance, and visitor management
  • Assessment of incident response and monitoring procedures
  • Mapping of controls to ISO 27001 Annex A requirements
  • Delivery of risk-rated findings with clear remediation guidance

Outcome & Value Delivered

  • Successful completion of the ISO 27001 certification audit
  • Improved visibility into physical and environmental security risks
  • Strengthened alignment between data center operations and the ISMS
  • Actionable recommendations to enhance ongoing compliance and audit readiness

How DOT Can Further Support Cloud Platforms

Building on our experience supporting enterprise-grade cloud and data center environments, DOT can provide additional security and compliance services aligned with industry standards

Security Assessments Aligned with Industry Standards

DOT performs infrastructure and cloud security assessments aligned with recognized best practices, including:

  • ISO 27001 / ISO 27002 control assessments
  • NIST SP 800-series best practices (including NIST 800-53)
  • OWASP methodologies for cloud and application security

ISO 27001 Technical Control Implementation

In addition to audits, DOT supports hands-on implementation of ISO 27001 technical controls, including:

  • Secure configuration and hardening of cloud infrastructure
  • Identity and access management controls
  • Logging, monitoring, and incident detection
  • Vulnerability management and secure development practices

Cloud Security Alignment

DOT’s approach aligns with the security principles commonly adopted by leading cloud platforms, where security is embedded across governance, infrastructure, and application layers, with emphasis on ISO 27001, NIST best practices, and OWASP methodologies.

demo-attachment-1075-Mask-Group-45@2x

Taylor Life in Other Word

by with No Comment BUSINESSUncategorized

When, while the lovely valley teems with vapor around me, and the meridian sun strikes the upper surface of the impenetrable foliage of my trees, and but a few stray gleams steal into the inner sanctuary, I throw myself down among the tall grass by the trickling stream; and, as I lie close to the earth, a thousand unknown plants are noticed by me: when I hear the buzz of the little world among the stalks, and grow familiar with the countless indescribable forms of the insects and flies, then I feel the presence of the Almighty, who formed us in his own image, and the breath of that universal love which bears and sustains us, as it floats around us in an eternity of bliss; and then, my friend, when darkness overspreads my eyes, and heaven and earth seem to dwell in my soul and absorb its power, like the form of a beloved mistress, then I often think with longing, Oh, would I could describe these conceptions, could impress upon paper all that is living so full and warm within me, that it might be the mirror of my soul, as my soul is the mirror of the infinite God!

O my friend — but it is too much for my strength — I sink under the weight of the splendor of these visions! A wonderful serenity has taken possession of my entire soul, like these sweet mornings of spring which I enjoy with my whole heart. I am alone, and feel the charm of existence in this spot, which was created for the bliss of souls like mine.

I am so happy, my dear friend, so absorbed in the exquisite sense of mere tranquil existence, that I neglect my talents. I should be incapable of drawing a single stroke at the present moment; and yet I feel that I never was a greater artist than now.

When, while the lovely valley teems with vapor around me, and the meridian sun strikes the upper surface of the impenetrable foliage of my trees, and but a few stray gleams steal into the inner sanctuary, I throw myself down among the tall grass by the trickling stream; and, as I lie close to the earth, a thousand unknown plants are noticed by me: when I hear the buzz of the little world among the stalks, and grow familiar with the countless indescribable forms of the insects and flies, then I feel the presence of the Almighty, who formed us in his own image, and the breath of that universal love which bears and sustains us, as it floats around us in an eternity of bliss; and then, my friend, when darkness overspreads my eyes, and heaven and earth seem to dwell in my soul and absorb its power, like the form of a beloved mistress, then I often think with longing, Oh, would I could describe these conceptions, could impress upon paper all that is living so full and warm within me.

demo-attachment-1248-Mask-Group-48@2x

Model Shares Her Packing

by with No Comment BUSINESSUncategorized

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Egestas purus viverra accumsan in nisl nisi. Arcu cursus vitae congue mauris rhoncus aenean vel elit scelerisque. In egestas erat imperdiet sed euismod nisi porta lorem mollis. Morbi tristique senectus et netus. Mattis pellentesque id nibh tortor id aliquet lectus proin. Sapien faucibus et molestie ac feugiat sed lectus vestibulum. Ullamcorper velit sed ullamcorper morbi tincidunt ornare massa eget. Dictum varius duis at consectetur lorem. Nisi vitae suscipit tellus mauris a diam maecenas sed enim. Velit ut tortor pretium viverra suspendisse potenti nullam. Et molestie ac feugiat sed lectus. Non nisi est sit amet facilisis magna. Dignissim diam quis enim lobortis scelerisque fermentum. Odio ut enim blandit volutpat maecenas volutpat. Ornare lectus sit amet est placerat in egestas erat. Nisi vitae suscipit tellus mauris a diam maecenas sed. Placerat duis ultricies lacus sed turpis tincidunt id aliquet.

demo-attachment-1245-Mask-Group-43@2x

Grow Your Business & Start up

by with No Comment BUSINESSUncategorized

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demo-attachment-547-Mask-Group-49@2x

Group Work In Office

by with No Comment BUSINESSUncategorized

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demo-attachment-1240-Mask-Group-47@2x

Help Each Other

by with No Comment BUSINESSUncategorized

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Egestas purus viverra accumsan in nisl nisi. Arcu cursus vitae congue mauris rhoncus aenean vel elit scelerisque. In egestas erat imperdiet sed euismod nisi porta lorem mollis. Morbi tristique senectus et netus. Mattis pellentesque id nibh tortor id aliquet lectus proin. Sapien faucibus et molestie ac feugiat sed lectus vestibulum. Ullamcorper velit sed ullamcorper morbi tincidunt ornare massa eget. Dictum varius duis at consectetur lorem. Nisi vitae suscipit tellus mauris a diam maecenas sed enim. Velit ut tortor pretium viverra suspendisse potenti nullam. Et molestie ac feugiat sed lectus. Non nisi est sit amet facilisis magna. Dignissim diam quis enim lobortis scelerisque fermentum. Odio ut enim blandit volutpat maecenas volutpat. Ornare lectus sit amet est placerat in egestas erat. Nisi vitae suscipit tellus mauris a diam maecenas sed. Placerat duis ultricies lacus sed turpis tincidunt id aliquet.

demo-attachment-4920-austin-distel-wD1LRb9OeEo-unsplash-min-scaled

Working With Each Other

by with No Comment BUSINESSUncategorized

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