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AI & Automation Use cases

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Written by: Super User
Category: Uncategorised
Published: 12 June 2025
Hits: 523

 

Digital Transformation Success Stories

Discover how we've helped organizations across diverse industries achieve operational excellence through intelligent automation and integration solutions.

Insurance

Process Mining for Claims Optimization

Challenge

The insurance company faced a critical visibility gap in their claims processing operations. The organisation lacked proper measurement and understanding of their claims workflow, making it impossible to identify inefficiencies, bottlenecks, or optimisation opportunities. Without clear process insights, the company couldn't effectively manage processing times, resource allocation, or customer experience quality.

Solution

We implemented a comprehensive process mining engagement to analyse the insurance company's claims process from end-to-end. Using advanced data analytics and process discovery techniques, we:

  • Mapped the actual claims journey from initial submission to final resolution
  • Identified critical bottlenecks and delay points in the workflow
  • Established baseline metrics for processing times and resource utilisation
  • Created visual process models showing real-time performance data

Impact

The process mining implementation provided the insurance company with unprecedented visibility into their claims operations. By understanding exactly where delays occurred and measuring actual process performance, the organisation gained the foundation needed to optimise their workflow, improve customer satisfaction, and make data-driven decisions about resource allocation and process improvements.

Key Takeaway

This initiative demonstrates how process mining can transform opaque business operations into transparent, measurable processes, enabling organisations to identify improvement opportunities that were previously invisible.

Food Safety & Certification

AI-Powered Invoice Processing Automation

Challenge

The food safety and certification company's accounts payable department was burdened with manual, time-consuming invoice processing tasks. Staff were manually extracting data from unstructured invoices in various formats, leading to significant processing delays, increased labour costs, and higher risk of human error. The manual workflow created bottlenecks that impacted vendor relationships and cash flow management while consuming valuable human resources on repetitive data entry tasks.

Solution

We implemented an AI-driven intelligent document processing (IDP) solution that automated the invoice workflow from receipt to data extraction. The system utilised:

  • Advanced optical character recognition (OCR) and natural language processing
  • Machine learning algorithms trained to identify and extract key invoice data points
  • Automated data validation and exception handling
  • Seamless integration with existing accounts payable systems
  • Intelligent routing for invoices requiring human review

Impact

The AI solution transformed the food safety and certification company's accounts payable operations by eliminating manual data entry and dramatically reducing processing time. The automation enabled staff to focus on higher-value activities like vendor relationship management and financial analysis, while improving accuracy and ensuring faster payment cycles that strengthened supplier relationships.

Key Takeaway

This project showcases how intelligent document processing can revolutionise traditional back-office operations, converting unstructured data into actionable information while freeing human talent from repetitive tasks to drive greater business value.

Recruitment Consultancy

iPaaS Integration for HR and Payroll Systems

Challenge

The multinational recruitment consultancy faced critical operational disruptions following the implementation of new HR and payroll systems. The replacement of core systems created data silos where employee information failed to automatically populate between platforms during crucial processes like onboarding, offboarding, and payroll management. This disconnect forced HR teams back into manual data entry across multiple systems, creating inefficiencies, increasing error rates, and significantly extending processing times for essential employee lifecycle events.

Solution

We developed comprehensive automation solutions using an Integration Platform as a Service (iPaaS) to seamlessly connect the recruitment consultancy's disparate systems. The integration framework included:

  • Automated data synchronization between HR and payroll platforms
  • Real-time employee data flows for onboarding and offboarding workflows
  • Intelligent data mapping and transformation to ensure compatibility across systems
  • Automated triggers for payroll updates based on HR events
  • Error handling and monitoring capabilities for reliable data transfer

Impact

The iPaaS automation eliminated manual data re-entry and created a unified employee data ecosystem. HR teams could now process onboarding, offboarding, and payroll changes efficiently with automatic data propagation across all systems. This restored operational efficiency, reduced processing errors, and ensured consistent employee data management throughout the organisation.

Key Takeaway

This implementation demonstrates how iPaaS solutions can bridge the gap between modern system replacements and operational continuity, turning potential integration challenges into streamlined, automated workflows that enhance rather than disrupt business operations.

Mobile Infrastructure

iPaaS Automation for Asset Management Integration

Challenge

As a greenfield business recently spun out from a larger entity, the mobile tower infrastructure company faced the complex task of establishing efficient operational processes from the ground up. A critical pain point emerged in asset management, where data needed to flow seamlessly between their dedicated asset management software and finance system. Without established integrations, staff were manually updating asset information, depreciation schedules, and financial records across multiple platforms, creating duplicate work, inconsistent data, and significant operational overhead that threatened the efficiency of the newly independent organisation.

Solution

We designed and implemented comprehensive iPaaS automations to create a unified asset management ecosystem for the mobile tower infrastructure company. The integration solution featured:

  • Automated synchronisation of asset data between asset management and finance platforms
  • Real-time updates for asset acquisitions, disposals, and depreciation calculations
  • Intelligent data mapping to ensure consistent asset classification across systems
  • Automated financial posting for asset-related transactions
  • Monitoring and exception handling to maintain data integrity and system reliability

Impact

The iPaaS automation transformed the mobile tower infrastructure company's asset management operations by eliminating manual data duplication and ensuring real-time accuracy across both systems. The finance team gained immediate visibility into asset changes while the operations team could manage assets without concern for downstream financial impacts. This foundational automation enabled the company to operate with the efficiency of an established organisation while maintaining the agility of a startup.

Key Takeaway

This project illustrates how iPaaS solutions can provide greenfield organisations with enterprise-grade process automation from day one, enabling newly independent businesses to establish efficient, scalable operations without the growing pains typically associated with manual system management.

Debt Collection

AI-Powered Email Classification and Response Automation

Challenge

The debt collection agency faced an overwhelming influx of emails that exceeded their team's capacity to process effectively. As a debt collection company, they received diverse correspondence including payment inquiries, dispute notifications, hardship requests, legal communications, and general customer queries. The high email volume created significant backlogs, delayed response times, and potential compliance risks, while preventing staff from focusing on core collection activities. Manual email triage and response management was becoming unsustainable and impacting both operational efficiency and customer service quality.

Solution

We implemented an AI-driven email management system that automated both classification and response processes. The solution incorporated:

  • Intelligent email classification algorithms trained to categorise incoming correspondence by type and urgency
  • Automated response generation for common inquiry types and standard communications
  • Smart routing system directing complex cases to appropriate team members
  • Compliance-aware response templates ensuring regulatory adherence
  • Escalation protocols for sensitive or high-priority communications requiring human intervention

Impact

The AI automation dramatically reduced email processing time and eliminated the correspondence backlog that had been overwhelming the debt collection agency's operations. Staff could now focus on complex cases and strategic collection activities rather than routine email management. Response times improved significantly, enhancing customer experience while ensuring consistent, compliant communication across all customer interactions.

Key Takeaway

This implementation demonstrates how AI can transform high-volume, repetitive communication processes into efficient, automated workflows, enabling organisations to maintain quality customer service standards while redirecting human expertise toward higher-value activities that drive business outcomes.

IT Services

ITSM Integration for Cross-Organisation Ticket Synchronisation

Challenge

The IT service provider faced a significant operational challenge when working with their largest client. Both organisations relied on their respective ITSM ticketing tools for internal processes and workflows, but this created visibility gaps and coordination difficulties. Without unified ticket tracking, service requests and issues often became fragmented across systems, leading to duplicated efforts, miscommunication, delayed resolutions, and inconsistent status updates. Neither organization wanted to abandon their established ITSM platform, yet effective collaboration required seamless information sharing.

Solution

We developed an integration solution that enabled real-time ticket synchronisation between the IT service provider's and their client's ITSM platforms. The integration framework included:

  • Bi-directional ticket synchronization maintaining data consistency across both systems
  • Intelligent field mapping to accommodate different ITSM platform structures and workflows
  • Automated status updates and comment synchronisation for complete visibility
  • Conflict resolution protocols to handle simultaneous updates
  • Secure data transfer ensuring compliance with both organisations' security requirements

Impact

The integration eliminated the need for either organisation to change their established ITSM processes while enabling seamless collaboration. Both the IT service provider and their client maintained full visibility into ticket progress, reducing communication overhead and ensuring faster issue resolution. The solution strengthened the partnership by demonstrating technical capability while respecting each organisation's operational preferences and investments.

Key Takeaway

This project showcases how thoughtful integration design can bridge organizational boundaries without disrupting established workflows, enabling effective collaboration while preserving each party's preferred tools and processes—a critical capability for successful long-term business partnerships.

Retail

Cloud Migration and Middleware Modernization

Challenge

The retail group was constrained by an aging legacy middleware platform that could no longer support their evolving retail operations. The outdated system created integration bottlenecks, limited scalability for peak shopping periods, and hindered the implementation of modern retail technologies essential for omnichannel customer experiences. Maintenance costs were escalating while system reliability declined, creating business continuity risks. The legacy architecture also prevented the retailer from rapidly deploying new services and integrations needed to compete in the dynamic retail landscape.

Solution

We architected and implemented a comprehensive cloud-based middleware modernization that replaced the legacy platform with scalable, resilient infrastructure. The solution featured:

  • Cloud-native integration platform designed for retail-specific workflows
  • Microservices architecture enabling independent scaling and deployment
  • API-first design supporting omnichannel retail operations
  • Enhanced security and compliance frameworks for customer data protection
  • Automated deployment pipelines and monitoring for improved system reliability
  • Future-ready architecture supporting emerging retail technologies

Impact

The cloud migration transformed the retail group's technical foundation, providing the scalability and agility needed for modern retail operations. The new platform eliminated legacy constraints, reduced operational costs, and enabled rapid deployment of customer-facing innovations. System reliability improved dramatically while the flexible architecture positioned the company to quickly adapt to changing market demands and integrate new retail technologies.

Key Takeaway

This modernisation demonstrates how strategic cloud migration can transform retail operations from technology-constrained to innovation-enabled, providing the foundational agility necessary to thrive in competitive retail markets while reducing operational overhead and technical debt.

Healthcare

AI Use Case Discovery Workshop

Challenge

The healthcare provider recognised the transformative potential of AI for their operations but lacked clarity on where and how to implement artificial intelligence effectively. The organisation needed strategic guidance to identify high-impact automation opportunities within their existing processes while ensuring AI investments would deliver measurable business value. Without a structured approach to AI adoption, they risked pursuing technology solutions that didn't align with operational priorities or missing critical automation opportunities that could significantly improve efficiency and patient care.

Solution

We facilitated a comprehensive AI use case discovery workshop designed to systematically evaluate the healthcare provider's processes and identify optimal AI automation opportunities. The workshop methodology included:

  • Process mapping sessions to document current workflows and identify pain points
  • AI capability assessment matching organisational needs with available technologies
  • Use case prioritization framework evaluating impact, feasibility, and implementation complexity
  • ROI modelling for identified automation opportunities
  • Roadmap development with phased implementation recommendations
  • Change management considerations for successful AI adoption

Impact

The workshop provided the healthcare provider with a clear, prioritised roadmap for AI implementation across their key processes. By systematically evaluating their operations through an AI lens, the organisation gained confidence in their automation strategy and could make informed investment decisions. The structured approach ensured AI initiatives would address real business challenges while building internal capability for ongoing digital transformation.

Key Takeaway

This engagement demonstrates the critical value of strategic AI discovery before implementation, showing how structured workshops can transform organisational uncertainty about AI into actionable automation strategies that align technology capabilities with business objectives and operational realities.

Media & Publishing

Enterprise Integration for Content Management Ecosystem

Challenge

The media/publishing company implemented a new content management system to modernise their digital publishing capabilities, but the platform operated in isolation from their critical business applications. The media company's subscriptions, finance, billing, and other core systems remained disconnected, creating operational silos that prevented seamless customer experiences and efficient business processes. Editorial teams couldn't access subscriber data for content personalization, while finance teams lacked real-time visibility into content-driven revenue streams. The fragmented system landscape threatened to undermine the benefits of their new CMS investment.

Solution

We designed and implemented a comprehensive integration architecture that connected the media/publishing company's new content management system with all critical business applications. The solution encompassed:

  • Real-time data synchronization between CMS and subscription management systems
  • Automated billing integration linking content access to customer accounts
  • Financial system connectivity for revenue recognition and reporting
  • Customer data unification enabling personalised content experiences
  • API-first architecture supporting future system additions and modifications
  • Secure data flows ensuring compliance with privacy and media industry standards

Impact

The integration transformed the media/publishing company's operations by creating a unified digital ecosystem where content, customer, and financial data flowed seamlessly across all platforms. Editorial teams gained subscriber insights for targeted content creation, while business teams achieved complete visibility into content performance and revenue impact. The connected architecture enabled the company to deliver cohesive digital experiences while streamlining internal operations across all departments.

Key Takeaway

This project illustrates how strategic system integration can unlock the full value of digital transformation investments, turning isolated technology implementations into powerful, interconnected business platforms that drive both operational efficiency and enhanced customer experiences in the competitive media landscape.

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Written by: Super User
Category: Uncategorised
Published: 12 June 2025
Hits: 507

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