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MSX AI Sales Agents: The new engine behind automotive retail transformation

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MSX AI Sales Agents: The new engine behind automotive retail transformation

What if your next customer never had to repeat themselves, no matter where, when, or how they reached out?
At MSX, that’s not a future vision, it’s today’s reality. By embedding intelligent AI agents across the entire retail journey, MSX is transforming fragmented automotive experiences into seamless, brand-consistent conversations that convert. This isn’t about replacing people. It’s about empowering them and reimagining what’s possible when AI becomes the engine behind every customer interaction.

The MSX AI framework

This transformation is further amplified through MSX’s partnership with NeuraCRM – a living, intelligent ecosystem that connects social signals, omnichannel interactions, and lead data into one unified platform. NeuraCRM empowers OEMs, NSCs, and dealer networks to capture the intelligence behind customer intent in real time.

Unlike conventional rule-based bots, MSX’s AI Sales Agents are powered by generative AI, enabling them to deliver dynamic, contextual, and human-like interactions. Each agent is purpose-built to support a specific part of the customer lifecycle:

George

A product expert, George handles detailed vehicle queries with precision and depth.

Rita

A digital sales agent, Rita guides customers from initial enquiry through to contract preparation.

Nora

A voice bot, Nora manages appointment scheduling, whether for test drives or service bookings, via phone.

Luca & Emma

Operating behind the scenes, Luca and Emma aggregate external data such as market trends and registration statistics to enrich the system’s intelligence.

These agents are further enhanced by NeuraCRM’s predictive intelligence, which enables them to understand context from social media, landing pages, and web interactions, and recommend next-best actions based on behavioral patterns, ensuring that customers receive tailored, brand-consistent support whether they’re browsing, buying, or booking.

Redefining retail with embedded intelligence

What sets MSX apart is its philosophy: AI is not a bolt-on feature, but a foundational layer of the digital retail experience. It’s an integral part of the digital journey.
 
Whether launching a new model, nurturing leads, or managing end-of-term leasing, MSX’s AI agents operate as an always-on support system. This standardization ensures consistent, high-quality interactions, while preserving each brand’s unique tone and requirements.

AI that amplifies human expertise

MSX’s AI Sales Agents empower human advisors, by drawing on continuously updated knowledge bases, including brand documents and product data, to provide accurate, real-time responses. This frees up human agents to focus on complex, high-value interactions.

The standardized infrastructure allows agents to switch between brands with ease. Where once a team might have been trained on a single OEM, today’s advisors can support multiple brands, each with its own scripts and expectations, thanks to the shared AI backbone.

Omnichannel by design

Modern consumers expect flexibility. Whether they reach out via WhatsApp, Facebook, website chat, or voice, MSX ensures a consistent, AI-backed experience across all channels.

NeuraCRM’s omnichannel capabilities complement this design, enabling proactive re-engagement and seamless transitions across platforms. This is an experience particularly valued by younger, digitally native customers.

AI that builds loyalty and value

MSX’s AI Sales Agents go beyond the point-of-sale. They anticipate customer needs, optimize offers, and preserve future opportunities. For example:
  • They can reassess leasing options months in advance, coordinating trade-ins or buybacks to create compelling upgrade paths.
  • When budgets don’t align, they shift prospects back into the funnel rather than discarding them.
  • They handle multi-request scenarios, such as booking a service and scheduling a test drive, in a single, fluid interaction.

By capturing insights from every engagement, MSX builds a detailed customer profile enabling more personalized and relevant interactions, while maintaining privacy through data abstraction.

Modular, scalable, and OEM-ready

Not every automaker is ready to leap into full automation, and that’s exactly why MSX’s approach works. With a modular, scalable framework, brands can choose the level of automation that suits their strategy. Whether it’s a fully autonomous retail flow or a hybrid model with manual handoffs at key moments like contract signing, MSX adapts to the rhythm of each OEM.

But adaptability is only part of the story. MSX’s AI Sales Agents are embedded across the entire customer and sales lifecycle, not as add-ons, but as strategic enablers. They bring consistency, intelligence, and brand nuance to every interaction. By fusing generative AI with a modular omnichannel infrastructure, MSX creates a digital foundation that evolves with the industry.

In a landscape where agility defines success, MSX delivers the tools, the architecture, and the intelligence to help automotive brands lead with confidence. The partnership with NeuraCRM further strengthens this foundation, offering a scalable, intelligent lead management ecosystem that adapts to diverse market needs and brand strategies.

Contact the Author

Robert_Haeusler

Robert Häusler

Global Solutions Director, Distribution and Sales Performance

Robert_Haeusler

Robert Häusler

Global Solutions Director, Distribution and Sales Performance

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Homologation without borders: Building a cohesive compliance strategy

Homologation without borders: Building a cohesive compliance strategy

At first glance, homologation in the automotive sector appears to be a tightly controlled, highly standardized process, particularly in Europe where type approval legislation provides a common framework. But as anyone who works in the field knows, the closer you get to the ground, the more fragmented the reality becomes. National authorities interpret and apply regulations differently, and even within the same OEM network, processes such as Certificate of Conformity (CoC) issuance can vary dramatically from one country to another.
This inconsistency creates operational headaches. It delays vehicle registration, frustrates customers, and introduces hidden costs that can escalate quickly. For OEMs and mobility players navigating an increasingly complex regulatory landscape, the need for a smarter, more cohesive approach to homologation has never been more urgent.

The challenges of fragmentation

Homologation is no longer a back-office function. In a market shaped by electrification, digital ecosystems, and evolving emissions standards, it plays a critical role in how quickly and confidently vehicles reach customers. Yet many OEMs still manage homologation through siloed teams spread across sales, aftersales, warranty, and engineering departments. This decentralized model leads to inefficiencies, communication breakdowns, and a lack of accountability.

Moreover, the homologation process is often managed locally by national sales companies (NSCs), each with its own tools, workflows, and interpretations of compliance. The result is a patchwork of processes that are difficult to scale, monitor, or improve.

Cross-market expertise is essential for success

Thriving as a mobility player in this environment requires more than just compliance. It requires strategic foresight, cross-border coordination, and operational excellence.

Expertise across market

Local knowledge is essential, but so is the ability to apply it consistently across borders.

Agility in compliance

Regulations are constantly evolving. Staying ahead requires dedicated resources to track, interpret, and implement changes.

Innovation. Transformation. Precision.

Operational efficiency

Delays in CoC issuance or national approvals can stall vehicle deliveries and impact revenue.

GettyImages-1361421117

Cost control

Homologation must be scalable and transparent, with clear KPIs and centralized reporting.

Modular services for market-specific needs

What’s needed is a hybrid delivery model that combines local expertise with centralized coordination. One such model, already in use by leading OEMs involves:

Regional experts

who manage high-touch interactions with authorities and customers.

A centralized support team

that handles documentation, CoC processing, and workflow coordination.

Modular services

that can be tailored to the needs of each market, from type approval for new entrants to ongoing homologation support for established brands.

This approach delivers measurable benefits: reduced costs, extended service hours, improved compliance, and faster time-to-market. It also provides a single point of accountability – something that’s sorely lacking in many current setups.

Standardizing without sacrificing flexibility

For one European vehicle manufacturer, this model has already transformed homologation across 12 brands. By outsourcing key tasks and standardizing processes, they have cleared backlogs, improved customer satisfaction, and gained better control over compliance costs. The solution adapted to local needs without sacrificing consistency, which is a critical balance in today’s regulatory environment.

MSX Homologation Services

MSX offers a fully integrated, comprehensive solution designed to help OEMs navigate the complexities of global compliance with confidence and efficiency. Our offering brings together two core service pillars:
  • Type Approval:

We specialize in helping OEMs bring vehicles designed and manufactured in one region into compliance with the regulatory requirements of another. This includes managing the technical documentation, regulatory interpretation, and authority engagement needed to secure approval for market entry.

  • Modular Homologation Support:

Beyond type approval, we offer a suite of scalable services that support ongoing homologation needs. Whether it’s Certificate of Conformity (CoC) management, documentation handling, or workflow coordination, our modular approach allows OEMs to tailor support to each market’s specific demands without sacrificing consistency or control.

By combining local expertise with centralized coordination, MSX delivers faster time-to-market, reduced compliance costs, and a single point of accountability across your homologation lifecycle.

Ready to simplify your compliance journey? Let MSX help you turn homologation into a strategic advantage.

Find out more

Contact the Author

Nicola Zorz

Global Solution Leader, Diagnostic & Repair Enhancement

Nicola Zorz

Global Solution Leader, Diagnostic & Repair Enhancement

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Intelligent dealer assistance: AI-powered technical support for optimal performance

Intelligent dealer assistance: AI-powered technical support for optimal performance

Fast facts

  • Customer

 A leading, multinational automotive manufacturer

  • Business challenge

Faced with a high turnover of dealer technicians, multi-brand dealer complexities, and difficulties in retrieving specific diagnostic information, our client needed to streamline the troubleshooting process, improve diagnosis efficiency, and reduce the number of queries coming into the technical helpdesk.

  • Geographical coverage

Europe

  • Solution implemented

MSX developed AI Virtual Assistant providing instant access to relevant technical documentation based on vehicle-specific diagnostic trouble codes (DTCs) or even generic open queries.

The challenge: Navigating multi-brand complexities

The dealer network of a leading, global manufacturer struggled with accessing multi-brand technical documentation efficiently. With technicians managing multiple brands, navigating different systems, login credentials, and search mechanisms proved cumbersome. This often led to delays in issue resolution, increased support tickets to the Technical Help Desk (THD), and, ultimately, prolonged vehicle off-road times. Additionally, inconsistent usage of Technical Service Bulletins (TSBs) resulted in inefficiencies and higher costs for manufacturers, negatively impacting customer satisfaction.

The solution: AI-powered chatbot implementation

MSX developed AI Virtual Assistant, an AI-powered chatbot that can answer specific questions and diagnosis codes. It provides specific recommendations via a link or document (PDF, Word), or as a summary, depending on the customer’s needs. The chatbot was made accessible to the THD agent providing instant access to relevant TSBs based on natural language queries or specific diagnostic trouble codes (DTCs). Its multi-language support allows agents to interact in various languages, improving accessibility across European markets.

The solution was designed with integration flexibility, allowing it to connect seamlessly to OEM databases or directly retrieve PDFs and other documents. This ensures that agents have easy access to the necessary information. It also includes performance analytics capabilities, which track usage patterns, frequent queries, and the most accessed TSBs.

Implementation was structured into key phases:

  • Feasibility study and requirements gathering

    Conducted workshops with the client to identify primary pain points and determine necessary integrations.

  • Development and integration

    Collaborated with MSX’s CTO team to build a chatbot using pre-configured AI platform, ensuring compatibility with the client’s existing systems.

  • Pilot deployment

    Deployed the chatbot in select dealerships to assess effectiveness and gather feedback.

  • Expansion and enhancements

    Planned for future scalability, including additional documentation integration, historical ticket analysis, and potential voice-command capabilities.

The results: up to 30% ticket reduction and 15% faster resolutions

The implementation of MSX AI Virtual Assistant continues to deliver significant improvements for the brand’s THD. A set of pre-defined Key Performance Indicators (KPIs) measures the frequency of usage, time to complete each issue, most frequent requests asked, and most frequent responses provided per model. This data is then used to continuously improve and optimize training processes facilitating faster issue resolution and helping reduce vehicle downtime, ultimately enhancing customer trust and satisfaction.

The AI chatbot has reduced agent response times for complex cases by 15% by providing faster access to prior solutions. Results also indicate that by providing technicians with direct access to documentation via self-service troubleshooting, the AI chatbot can improve technician efficiency, reduce vehicle downtime, optimize technician support, and increase customer satisfaction through quicker problem resolution. It could also reduce the number of incoming tickets by up to 30% leading to further cost reduction, improved accuracy, and standardization.

Looking ahead, MSX plans to enhance the system by leveraging machine learning for predictive issue resolution and enabling direct vehicle connectivity for real-time diagnostics and issue identification via remote data access. These improvements will deliver greater cost efficiencies for OEMs and further streamline their technical support processes.

The AI-powered chatbot represents a transformative step in automotive aftersales support, enhancing efficiency, reducing costs, and improving overall service quality. By leveraging AI and automation, MSX is pioneering smarter, faster, and more effective solutions for dealer networks and technical support teams, ultimately leading to greater customer satisfaction and significant cost savings for OEMs.

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Navigating the automotive sales transformation: Strategies for established OEMs and disruptors

Navigating the automotive sales transformation: Strategies for established OEMs and disruptors

The automotive industry is experiencing significant transformations, driven by technological advancements, changing consumer preferences, and the entry of disruptive players. In a recent discussion, industry experts Mouna Ayed, Ralph Kranz, and Dirk Bott shed light on the evolving landscape of automotive sales. Their conversation highlights the strategies adopted by both established OEMs and disruptors to navigate these changes successfully.

Hosted by Mouna Ayed, the discussion features Ralph Kranz, a veteran in the automotive industry with 25 years of experience, and Dirk Bott, Global Vice President at MSX International. Both guests bring valuable insights from their extensive backgrounds in the field.

Different approaches to market

In the ever-evolving landscape of automotive sales, a contrast emerges between established OEMs and disruptors, each grappling with distinct challenges and leveraging unique strategies. Disruptors, including Chinese automakers, enter the scene with a focus on conquering customers in a saturated market. Their emphasis on customer trust and confidence takes shape through a user-centric, direct-to-consumer approach, challenging traditional norms.

This disruption significantly impacts established OEMs, compelling them to reassess their communication strategies. While disruptors thrive on direct communication and agile decision-making, geographical coverage poses a hurdle. Both disruptors and established OEMs find themselves navigating critical elements of the customer journey, lead conversion rates, and quick decision making to secure their market positions.

Adopting an innovative and visionary strategy

Customer engagement has become critical for the success of both disruptors and established OEMs, striving to engage the modern consumer effectively. Meeting the demand for a seamless online and offline experience requires a strategic transformation, the key to which lies in the ability to construct a flexible and innovative customer journey.

Established OEMs must adapt to a dynamic market that demands flexibility and innovation. Structural changes, including the integration of digital tools, become imperative for cost efficiency and heightened productivity. In the race against disruptors, they must focus on their brand loyalty, compelling narratives, and finding the right balance between innovation and market demands. But learning from disruptors’ flexibility and innovation is fast becoming essential, guiding established OEMs in crafting strategies that amalgamate tradition and innovation seamlessly.

For disruptors, the key lessons involve innovating, crafting a compelling brand narrative, and maintaining a balance between disruption and market demand. Fundamental elements, such as a well-structured sales funnel and an effective go-to-market strategy are crucial for lasting success.

The focus for a successful future

As established OEMs carve out a clear brand positioning that accentuates speed, flexibility, and customer-centricity, disruptors must persist in their innovative approaches while fine-tuning essential elements like sales funnels and go-to-market strategies. However, future success for all parties relies on an investment in a strong brand narrative and the adoption of lean organizational structures, laying the groundwork for a sustainable and profitable future for both established OEMs and disruptors alike.

Contact the Author

9[1]

Dirk Bott

Global VP Sales Performance and Distribution and Consumer Engagement

9[1]

Dirk Bott

Global VP Sales Performance and Distribution and Consumer Engagement

  • dbott@msxi.com

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Driving transformation: Navigating warranty challenges and unlocking opportunities

Driving transformation: Navigating warranty challenges and unlocking opportunities

2024 brought significant challenges in automotive warranty management, driven largely by the increasing complexity of vehicles and evolving industry trends. Yet, these challenges come with opportunities to innovate, simplify, and deliver more value to clients. By embracing these innovations, the industry can improve efficiency, reduce costs, and enhance customer satisfaction.

Navigating complexity and rising costs

As the mobility landscape is being redefined, numerous challenges are altering warranty management. As vehicles become more advanced and complex, manufacturers and service providers are encountering new hurdles that impact both their operations and customer satisfaction. Here are three key challenges currently at the forefront of automotive warranty issues.

Escalating recalls

The frequency of recalls has surged, reflecting the growing complexity of vehicles. While advanced systems bring convenience and performance, they also increase the likelihood of component failures. This reality has led to a sharp rise in recalls, creating new pressures for manufacturers and service providers alike.

Rising warranty costs​

Warranty costs are trending upward due to two key factors: a higher incidence of part failures and the increasing expense of replacement components. Electrification adds another layer to this challenge. Electric vehicles, with their dependence on intricate electronic systems, introduce unique risks and costs compared to traditional combustion engines.

Skilled technician shortage

The shortage of skilled technicians is perhaps the most pressing issue. This isn’t just about numbers—it’s about depth of expertise. Many technicians lack the knowledge and skills required to navigate the intricacies of modern vehicles, which impacts everything from diagnosis accuracy to repair quality.

Innovating for value and growth

While these challenges present significant hurdles for the industry, there are opportunities to innovate and improve. By leveraging advanced technologies and rethinking traditional processes, manufacturers and service providers can enhance efficiency, reduce costs, and deliver a better customer experience.

Flexible recall execution

Transform and innovate recall processes to ensure optimal performance, maximize efficiency, and enhance customer satisfaction. Consider organizing "events" or "pop-up clinics" in convenient locations like mall parking lots, stadiums, or vehicle compounds. Additionally, increasing dealer capacity outside of standard working hours, including weekends, can make recalls more accessible and efficient.

Generative AI for warranty claim review

AI presents a game-changing opportunity to streamline warranty management. By automating processes such as fault analysis, root cause identification, and claim validation, we can reduce inefficiencies and improve accuracy, delivering faster, more reliable resolutions.

Standardized and simplified processing

Complexity can often be countered with simplicity. Standardizing processes and workflows across warranty management can reduce administrative burdens, improve consistency, and ensure faster claim resolution – all while enhancing the customer experience.

Enhanced technician support with chatbots

AI-driven chatbots provide an immediate way to bridge the skill gap. By offering real-time guidance, troubleshooting tips, and access to technical resources, these tools empower technicians to work more efficiently and effectively, even when dealing with complex repairs.

Proactive recall prevention

Rather than reacting to issues, we have the opportunity to prevent them. Through predictive diagnostics and warranty data analysis, potential faults can be identified early, reducing recall frequency and ensuring customers experience fewer disruptions.

Flexible recalls executions

Transform and innovate recall processes to ensure optimal performance, maximize efficiency, and enhance customer satisfaction. Consider organizing "events" or "pop-up clinics" in convenient locations like mall parking lots, stadiums, or vehicle compounds. Additionally, increasing dealer capacity outside of standard working hours, including weekends, can make recalls more accessible and efficient.

Generate AI for warranty claim

AI presents a game-changing opportunity to streamline warranty management. By automating processes such as fault analysis, root cause identification, and claim validation, we can reduce inefficiencies and improve accuracy, delivering faster, more reliable resolutions.

Standardized and simplified processing

Complexity can often be countered with simplicity. Standardizing processes and workflows across warranty management can reduce administrative burdens, improve consistency, and ensure faster claim resolution – all while enhancing the customer experience.

Enhanced technician support with charboat

AI-driven chatbots provide an immediate way to bridge the skill gap. By offering real-time guidance, troubleshooting tips, and access to technical resources, these tools empower technicians to work more efficiently and effectively, even when dealing with complex repairs.

Proactive recall prevention

Rather than reacting to issues, we have the opportunity to prevent them. Through predictive diagnostics and warranty data analysis, potential faults can be identified early, reducing recall frequency and ensuring customers experience fewer disruptions.

Looking ahead: Transforming challenges into opportunities

The journey ahead is both demanding and inspiring. As vehicle complexity continues to grow and electrification reshapes the industry, it’s clear that traditional warranty approaches must evolve. Yet, within these challenges lies the potential to not only adapt but to lead.

Emerging technologies such as Generative AI, predictive analytics, and advanced diagnostics provide the tools to streamline processes, reduce costs, and anticipate issues before they occur. By integrating these capabilities into our warranty management practices, we can shift from reactive problem-solving to proactive solutions that deliver real value.

Workforce development is equally essential for addressing the technician shortage. By providing technicians with digital tools such as AI-powered chatbots and real-time guidance platforms, we can help them bridge skill gaps and build a confident, capable workforce ready to meet the challenges of modern vehicle repair.

The way we deliver warranty services must evolve to align with customer expectations. Mobile repair solutions, which meet customers where they are, represent the next step in creating seamless and customer-focused experiences. These solutions not only enhance convenience but also set a new standard for efficiency in warranty management.

Simplifying and standardizing processes help reduce complexity and improve focus in the areas that deliver real value. By making workflows easier to navigate and adapt, we enable our teams and clients to dedicate their energy to delivering quality and reliability where it matters most.

The future of warranty management is about reimagining what’s possible. With a focus on innovation, customer experience, and operational excellence, we can transform today’s challenges into tomorrow’s opportunities.

For more information about how MSX is helping manufacturers and partners revolutionize warranty strategies, visit the Repair Optimization page. Together, we can build a more sustainable, efficient, and customer-centric future.

Contact the Author

Pasquale_aloi.png.png

Pasquale Aloi

Global Solutions Leader, Warranty and Repair Efficiency

Pasquale_aloi.png.png

Pasquale Aloi

Global Solutions Leader, Warranty and Repair Efficiency
  • paloi@msxi.com

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Revving-up parts sales: Leveraging data-driven insights and strategic collaboration

Revving-up parts sales: Leveraging data-driven insights and strategic collaboration

Fast facts

  • Customer

A multinational volume manufacturer

  • Business challenge

A multinational volume manufacturer sought an opportunity to optimize its aftersales operations with the aim of enhancing efficiency, reducing costs, and improving customer satisfaction amidst evolving market dynamics.

  • Geographical coverage

Europe

  • Solution implemented

A dedicated parts sales program restructured operations and utilized data-driven insights and advanced strategies to increase revenue and expand market reach.

A strategic overhaul of aftersales operations

At the time of the project, our client was challenged with increasing competition and evolving market dynamics. The automotive industry was undergoing significant transformation due to stricter emissions regulations, the rise of electric vehicles, and changing consumer preferences, driving the need for a strategic overhaul of their operations to stay competitive and meet new market demands.

One of the critical areas our client needed to address was its aftersales operations, particularly the parts distribution network in Italy. The company aimed to improve efficiency, reduce costs, and enhance customer satisfaction. Key challenges included ensuring optimal stock levels at distribution hubs to minimize stockouts, reducing excess inventory and associated costs while maintaining service levels, and streamlining the flow of parts from warehouses to dealerships to reduce delivery times.

The evolution and impact of the parts sales program

Launched in 2018, the program spanned nearly three years and evolved significantly over time, particularly due to the impact of COVID-19. Initially, the focus was on achieving parts sales targets for both the client’s authorized and multi-brand repair network by implementing 13 hubs dedicated to the sale of branded and private label products across Europe. In 2019, the program shifted its emphasis to optimizing internal processes at these hubs to boost the sell-out of original, multi-brand, and Independent aftermarket spare parts. By 2020, it had further evolved into a Dedicated Parts Sales Program for the brand’s multi-brand car service.

The implementation phase took approximately two to three months, dedicated to project structuring and recruiting over 40 individuals, both internally and externally. These resources included a management team consisting of one project manager and two analysts, four hub development managers, and various sales representatives for different repairer categories. We utilized a data visualization platform to create comprehensive and easily interpretable reports, which enhanced our ability to analyze information and optimize our parts distribution strategies effectively.

MSX’s data-driven approach provided crucial insights for our client during the launch of their parts distribution hubs in Italy. These analyses included national-level geographic coverage based on UIO (units in operation), advanced stock analysis beyond simple reorder mechanisms, and customer profiling. To optimize the distribution network, 13 hubs were divided equally among four MSX Hub Development Managers, considering the size of each business. Each manager was responsible for a team of nine field resources dedicated to supporting dealers, authorized repairers, and multibrand car service shops. Additionally, a central remote sales team was established to provide further support.

Significant growth and strategic adaptability

Despite its age and numerous iterations, the program demonstrated significant positive outcomes, particularly in its final phase. The multi-brand car service network, which marked the culmination of the project, experienced a remarkable 70% increase in annual parts sales. Additionally, the network expanded by 100 workshops, underscoring the solution’s potential to drive growth and broaden the service network. These impressive results, although specific to the later stages, provide valuable insights into the project’s overall impact and its capacity to stimulate substantial growth.

A key component of the project’s success was the data-driven approach employed by MSX. Utilizing UIO analysis, the team provided critical insights that were instrumental for our client during the launch of their Italian parts distribution hubs. These analyses were heavily relied upon to not only simplify reorder mechanisms but to also include advanced stock optimization strategies. This comprehensive approach ensured that every hub visit was informed by precise and actionable data, enhancing the efficiency and effectiveness of the parts distribution process.

Throughout the project’s duration, flexibility and adaptability were crucial. The evolving landscape required MSX to continuously pivot and adjust their strategies to meet changing circumstances. This ability to remain agile and responsive not only addressed immediate challenges but also positioned the project for long-term success.

The multi-brand Car Service Network, which marked the culmination of the project, experienced a remarkable 70% increase in annual parts sales.

Future considerations: Data-driven insights and collaborative success

Looking ahead, the program is set to build on its foundations, particularly its data-driven approach. The project has proven the critical role that data-driven insights play in optimizing distribution networks. By continuing to leverage advanced analytics and UIO analysis, MSX can further refine stock optimization strategies and enhance the efficiency of parts distribution, which will be pivotal in navigating the complexities of evolving market demands and ensuring sustained growth.

Equally important is the emphasis on collaboration. The success of the project so far has hinged on the strong partnerships between key stakeholders. Effective communication and coordination have been essential in aligning goals and executing strategies seamlessly. Moving forward, fostering these collaborative relationships will remain crucial. By maintaining open lines of communication and working closely with all parties involved, MSX can continue to drive innovation and achieve shared objectives, ensuring the program’s ongoing success and adaptability in a dynamic industry landscape.

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Advancing EV technical information: Harnessing gen-AI to revolutionize content creation

Advancing EV technical information: Harnessing gen-AI to revolutionize content creation

Fast facts

  • Customer

Bollinger Motors, a new EV manufacturer focused on medium-duty electric trucks in North America

  • Business challenge

The absence of detailed source information and documentation from many third-party suppliers posed a significant obstacle in generating the required technical content for service manuals, wiring diagrams, and other essential documents.

  • Geographical coverage

North America

  • Solution implemented

MSX integrated a gen-AI tool within pubFoundry allowing Bollinger Motors to accelerate the development of technical content despite significant gaps in source documentation.

The challenge: Overcoming startup hurdles

Like many startups, Bollinger Motors, a new EV manufacturer focused on medium-duty electric commercial trucks in North America, faces numerous challenges in scaling its operations and ensuring product quality. Its vehicle assembly involves integrating multiple subsystems from various Original Equipment Manufacturers (OEMs) and suppliers. The organization’s biggest challenge, however, is the absence of detailed source information and documentation from many of these third-party suppliers. This posed a significant obstacle in generating the required technical content for service manuals, wiring diagrams, and other essential documents, making traditional content development a slow and costly process.

This lack of comprehensive source documentation would traditionally involve a time-consuming manual process where the team would reverse-engineer similar components, gather field data, validate assumptions, and author documentation from scratch. This slow process put Bollinger at risk of delaying its market entry, with no clear solution in sight.

The solution: Gen-AI integration with pubFoundry

To overcome these challenges, MSX introduced a game-changing tool, “Pete,” within their content management system (CMS), pubFoundry. Pete is a virtual assistant powered by Generative AI, specifically integrated with OpenAI, that facilitates the creation of technical content in XML, the format required by the CMS.

Pete functions by scraping the open web for relevant data and assembling a draft of the technical content based on user queries. For instance, if the MSX team needs information about how climate controls work on a specific type of cab, Pete retrieves data and structures it in XML format, tagging the metadata required for pubFoundry integration.

The information can then be integrated seamlessly into pubFoundry, which is crucial for storing, tagging, and publishing technical content. The AI tool within pubFoundry becomes indispensable, allowing the generation, mapping, and manipulation of content into formats that can be readily deployed across multiple platforms, including service manuals, owner manuals, and technician resources. This allows organizations to maintain consistency, accuracy, and scalability in their documentation.

Although the content Pete generates isn’t entirely ready for immediate use, it delivers a solid base that the MSX team can then refine and validate. This eliminates the need for manually gathering source data and reduces the time spent authoring technical information, significantly speeding up the overall process.

This AI-enhanced process is particularly beneficial for EV startups like Bollinger. Without legacy systems and the massive resources of established OEMs, disruptors often face difficulties when scaling rapidly. By utilizing generative AI, startups can overcome the hurdles posed by missing or incomplete documentation, thereby accelerating their product development and entry to market.

The pilot program was launched with an initial focus on two high-impact alert categories: oil quality and scheduled maintenance. By prioritizing actionable insights and minimizing false positives, the solution enabled more intelligent, timely, and human-centered customer interactions.

The result: Time and cost savings

By using Pete, MSX reduced the time and effort required to create technical content for Bollinger, demonstrating that the integration of Gen-AI has accelerated the technical content creation process. Instead of starting from scratch, the AI-generated content provided a robust foundation that saved considerable manual labor. Additionally, this process minimized the risks of errors and omissions that often occur when working with incomplete or missing documentation.

By leveraging AI, MSX shortened the path to market, ensuring that Bollinger can meet its goal of launching its trucks within a calendar year.

Gen-AI in technical content creation

As Gen-AI technology continues to evolve, its role in technical content creation is likely to expand. We believe that much like the evolution of translation services — where AI handles 90% of the content, with humans performing a final quality check — technical information authoring will eventually follow suit. Whoever integrates AI most effectively into their content creation workflows will have a significant competitive advantage.

“Partnering with MSX allowed us to know we will have the necessary technical information on-time and accurate for our end users, both Customers and Technicians, when launching our EV truck fleet.”

Rob Marcott, Aftersales Network Director, Bollinger Motors

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Accelerating ahead: How OEMs can deliver next-generation automotive technical assistance

Accelerating ahead: How OEMs can deliver next-generation automotive technical assistance

Innovations and new digital realities are transforming the landscape of automotive customer support, reshaping how Original Equipment Manufacturers (OEMs) provide assistance. This article aims to illuminate the complexities and triumphs of this digital revolution by examining how OEMs can leverage newly emerging technologies or adapt their current strategies to form better solutions. This in-depth exploration of a technology-first approach reveals a future where precision and expertise converge, promising not just efficiency but profoundly transformative automotive customer support.

Navigating the digital maze: Challenges and triumphs

Transitioning to digital customer support presents new challenges as intricate as the solutions they demand. One of the primary hurdles faced by OEMs is the seamless integration of advanced technologies into their existing infrastructures. This integration demands agility and foresight. By embracing meticulous planning and innovative strategies, OEMs can bridge the gap between legacy systems and new solutions, ensuring a seamless transition into the digital age.

The over-the-air (OTA) revolution: A real-world scenario

At the core of this transformation lies OTA technology, a paradigm shift in automotive customer support. OTA technology empowers OEMs to remotely detect and anticipate issues in vehicles, significantly reducing the need for physical visits to service centers. Imagine this: you’re on a road trip, miles away from the nearest service station, and your vehicle’s diagnostic system detects a potential issue. In the traditional scenario, this could mean a stressful interruption and a lengthy visit to the nearest service station, possibly ruining your trip. However, with OTA technology, the OEM can remotely diagnose the problem, download necessary updates, and ensure your journey continues uninterrupted. These types of predictive solutions will help to alleviate concerns and redefine customer expectations.

From reactive to proactive: Evolving challenges and opportunities

As vehicles grow increasingly complex, technical help desks (THDs) face the daunting task of not just keeping pace but staying ahead. The digitalization of services, though time-consuming and intricate, presents immense opportunities. By enabling dealers to remain autonomous through the use of predictive tools, THDs can transform service experiences from resolving incidents to preventing them altogether. This transition, however, requires navigating the intertwined paths of OEM IT strategies and THD service innovation.

The rise of OTA updates

Research from Frost & Sullivan reveals a growing adoption of OTA updates predicts that they will become a standard feature in future vehicles.

A personalized touch

As vehicles transform into Big Data powerhouses, managing vast amounts of information becomes a challenge. This is where artificial intelligence, machine learning, and the internet of things come into play. By harnessing the potential of these technologies to sift through vast amounts of data, OEMs can begin to identify patterns and anomalies that may have been impossible to see before.

While using the internet of things, an AI system can analyze driving habits, identify potential issues based on the pattern of the data extracted and predict potential issues that may impact the vehicle in the future. Consequently, the OEM can offer tailored recommendations, ensuring your vehicle continues to operate at peak efficiency. These personalized touches, made possible through advanced analytics, will go a long way to enhance customer satisfaction and loyalty.

The importance of POVs: Proof of value

It is paramount that mobility companies begin to cater their solutions to and understand the unique needs of each OEM. The best way of achieving this is through a strategic integration process that begins with a meticulously crafted proof of value. A proof of value serves as a window into the future, showcasing the transformative power of innovative solutions and allowing the OEM to see how certain technologies can benefit them before taking the financial risk of a full-scale implementation.

For example, an OEM, skeptical about the efficacy of digital solutions, may review the proof of value of a similar implementation with another large-scale company. After reviewing the data, they will be able to see how a similar program could offer a significant reduction in service-related downtimes and a spike in customer satisfaction. This tangible proof can be used to convince the OEM of the potential, leading to a seamless integration of new technology services into their operations. This ability to see the results of a new approach, without taking the financial risk, is a clear win for OEMs.

Enhancing customer experience: The human element

Amidst the whirlwind of new technological advancements, human interaction remains crucial in the realm of automotive customer support. Companies must recognize this fundamental truth and integrate a human-centric approach into their digital solutions. The importance of empathy is paramount, as well as understanding and communication in resolving customer issues. While algorithms and data analyses may drive predictive solutions, it is the empathetic human touch that fosters trust and loyalty.

If a customer receives a service engine prompt, a technician will run the diagnostics and begin to service the vehicle. If they experience problems fixing the issue, they will contact a THD for further support. An agent on the other side can direct them through the process with step-by-step instructions. This process is paramount in delivering excellent customer service as the THD support agent not only understands the concerns of the technician, but also that the vehicle must be fixed and returned to the customer in a timely manner. This fusion of technology and compassionate human interaction elevates the customer experience, ensuring that technological advancements are not devoid of empathy.

A glimpse into the future of automotive customer support

As the automotive industry hurtles toward a time dominated by automation and digitalization, MSX technology stands as a beacon of innovation. Our approach paints a vivid picture of a future where vehicles not only navigate roads but also seamlessly traverse the complexities of the digital landscape. The integration of OTA technology, coupled with the analytical power of AI and machine learning, heralds an era where customer support is not just efficient but also anticipatory, predictive, and profoundly personalized.

A paradigm shift in automotive customer support

This article has offered just a glimpse into the challenges and triumphs within the dynamic landscape of automotive customer support. It showcases a world where technology and expertise converge to redefine industry standards. As we continue to move forward, it is evident that companies will continue to shape the automotive landscape, ensuring that vehicles not only drive forward but also lead the way in delivering unparalleled customer experiences.

With every digital advancement, the drive toward excellence accelerates, promising a future where customer satisfaction knows no bounds. As we bid farewell to the era of traditional support models, innovative solutions and powerful new technologies pave the way for a new dawn, where automotive customer support is a seamless blend of innovation, empathy, and unparalleled expertise.

Enhancing customer experience: The human element

As the automotive industry hurtles toward a time dominated by automation and digitalization, MSX technology stands as a beacon of innovation. Our approach paints a vivid picture of a future where vehicles not only navigate roads but also seamlessly traverse the complexities of the digital landscape. The integration of OTA technology, coupled with the analytical power of AI and ML, heralds an era where customer support is not just efficient but also anticipatory, predictive, and profoundly personalized.

Changing the rules: Driving warranty transformation

Warranty’s future includes dynamic technologies that increase automation and give manufacturers greater financial control and confidence.

Prepare for the future of warranty management

We believe a new approach to smarter Technical Support helps organizations develop valuable new opportunities and gain new insight

The road ahead-an intelligent warranty forecast

Managing warranty control is a key area where OEMs have additional room for improvement to boost efficiency and profitability.

Contact the Author

Nicola Zorz

Global Solution Leader, Diagnostic & Repair Enhancement

Nicola Zorz

Global Solution Leader, Diagnostic & Repair Enhancement

  • nzorz@msxi.com

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Transforming EV lead conversion: Delivering tailored, data-driven customer experiences

Transforming EV lead conversion: Delivering tailored, data-driven customer experiences

Fast facts

  • Customer

European volume OEM

  • Business challenge

With an excess of electric vehicles returning from leasing contracts, the OEM needed a more personalized approach to optimize customer engagement and sales conversion rates.

  • Geographical coverage

Germany

  • Solution implemented

MSX E.COM Personal Landing Page (PLP) program delivered tailored, data-driven experiences for customers, allowing for automated communications and follow-ups, and provided clear options for customers to buy, extend their lease, or opt out.

A European volume OEM found itself with an excess of electric vehicles returning from leasing contracts that needed to be sold or have their lease terms extended. Despite the inherent customer interest, the traditional lead conversion approach lacked the level of personalization needed to optimize customer engagement and conversion rates.

The organization approached MSX with the specific challenge and sought a comprehensive solution that could transform its sales approach. MSX recognized the need for a more dynamic and personalized customer engagement strategy to effectively manage the influx of returning electric vehicles.

Without a digital strategy that could support direct and tailored communication, the OEM’s existing sales processes were proving inefficient. The retail group required a solution that could centralize customer interactions, streamline communications, and drive higher conversions.

MSX implemented its innovative MSX E.COM Personal Landing Page (PLP) program to address the client’s needs. The PLP program is designed to create personalized and OEM branded data-driven experiences for customers by combining advanced software and automated communication strategies.

 

Introducing personalized digital strategies

To address the challenge, MSX implemented a solution centered around customized PLPs. Each lead, or customer, received a unique landing page tailored specifically to their vehicle details and status in the sales funnel. This personalized approach allowed customers to view offers that were relevant to their lease status and preferences, whether it was to purchase their current vehicle or extend their lease. By providing this level of customization, they could engage customers more effectively and cater to their individual needs.

The system also featured automated communication and engagement, which played a crucial role in maintaining customer interest. Personalized emails and follow-up messages were automatically triggered based on each customer’s response and engagement levels. If a customer did not respond within three days, the system would initiate additional outreach via the PLP or a specialized inside sales agent to keep the customer engaged. This automation ensured that no potential lead was overlooked, and that communication remained consistent and timely.

Each PLP provided customers with three straightforward options: to buy the car, extend the lease, or opt out. This clarity, combined with a user-friendly interface, empowered customers to make decisions on their own terms. By simplifying the choices and making the process transparent, the OEM could enhance customer satisfaction and trust.

The PLP campaign was designed to operate with minimal human intervention, allowing the sales teams to focus on high-potential leads. The automated system managed the bulk of the interactions, ensuring that within two months, all 1,300 customers received a consistent and personalized experience. This approach not only improved efficiency but also allowed the sales team to allocate their efforts more strategically, ultimately driving higher conversion rates.

Each PLP provided customers with three straightforward options: to buy the car, extend the lease, or opt out. This clarity, combined with a user-friendly interface, empowered customers to make decisions on their own terms. By simplifying the choices and making the process transparent, the OEM could enhance customer satisfaction and trust.

The PLP campaign was designed to operate with minimal human intervention, allowing the sales teams to focus on high-potential leads. The automated system managed the bulk of the interactions, ensuring that within two months, all 1,300 customers received a consistent and personalized experience. This approach not only improved efficiency but also allowed the sales team to allocate their efforts more strategically, ultimately driving higher conversion rates.

Transforming sales with automated communication

The introduction of MSX’s PLP program brought several significant benefits to the OEM’s sales process. One of the most notable advantages was the enhanced personalization of customer interactions. Each communication and offer were tailored to the customer’s current situation and preferences, ensuring that every message was relevant and engaging. This level of customization helped build stronger relationships with customers and increased their likelihood of responding positively to the offers presented.

The system automated all communications and follow-ups, which significantly reduced the manual workload for the OEM’s salesforce. This automation ensured that messages were sent in a timely and consistent manner, maintaining customer engagement without the need for constant manual intervention. As a result, the sales teams could focus their efforts on more strategic tasks, knowing that the system was handling routine follow-ups efficiently.

With a centralized platform to track responses and analyze customer behaviors, The group’s sales teams could easily identify and prioritize the hottest leads. This streamlined approach allowed for a more efficient use of resources, as the teams could concentrate on leads that were most likely to convert. The ability to quickly and accurately assess customer interest meant that sales efforts were more targeted and effective.

By combining advanced software with automated communication strategies, the OEM was able to engage customers more effectively and drive higher levels of engagement. The result was a significant increase in conversions, demonstrating the value of a tailored, data-driven approach to customer interaction and sales management.

Optimizing sales with data insights

The results of the PLP campaign were exceptional, showcasing the potential of MSX’s data-driven sales strategies. Out of 1,300 potential leads, the campaign generated over 500 conversions, with 300 customers signing contracts to purchase their vehicles directly through the PLP and an additional 200 supported through other sales channels. This translated into a 43% conversion rate from engaged leads to hot leads, significantly higher than traditional sales methods, demonstrating the effectiveness of personalized communication in capturing customer interest.

They also saw an 80% improvement in segmentation accuracy, allowing them to target their communications more precisely. Additionally, there was a 63% success rate in personalized outreach compared to their standard, non-personalized campaigns. These metrics highlight the efficiency and effectiveness of the PLP program in enhancing customer engagement and driving sales.

By blending innovative technology with human-centric processes, our client was able to achieve superior outcomes, leveraging MSX E.COM’s capabilities to move inventory quickly, engage customers more effectively, and transform their approach to lead management and conversion.

The combination of a tailored PLP solution, data-driven insights, and automated communication resulted in a comprehensive solution that went beyond addressing their immediate challenge. It set a new standard for personalized customer engagement in automotive sales. The program’s success is a clear indicator of how a well-executed PLP solution can drive tangible business results, paving the way for future implementations across their network.

More than 500 conversions, including 300 direct purchases and 200 through other channels.

Conversion rate from engaged leads to hot leads.
0 %
Improvement in segmentation accuracy.
0 %
Success rate in personalized outreach compared to standard campaigns.
0 %

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Improve warranty management accuracy and efficiency with AI and automation

Improve warranty management accuracy and efficiency with AI and automation

In the world of automotive warranty management, two major innovations are reshaping the industry landscape: artificial intelligence (AI) and automation. These advanced technologies are revolutionizing the way we handle warranty processes, from start to finish. By streamlining and automating tasks, manufacturers can improve efficiency and accuracy, while AI-powered solutions provide valuable insights into warranty claims, enabling OEMs to make data-driven decisions. These powerful solutions not only impact warranty management but also influence other areas of automotive operations such as servicing and repairs, and vehicle design and development.

Embrace the complexities of warranty processing

While automotive warranty processing presents intricate challenges, further exacerbated by the rise in alternative powertrains, teams are actively embracing these complexities. As they navigate through multiple IT legacy systems and disparate data sets, there’s an opportunity for streamlining operations, minimizing the risk of errors and gaining enhanced visibility into the dynamic landscape of warranty processing. The following graphic demonstrates how a change in the claim selection process can significantly increase savings.

Source: MSX

In the example above, 27% of the initial claim selection was identified as not producing any savings or not being a compliance risk, and therefore automated and removed from the assessment queue. The queue can now be topped up with a further 27% of newly added claims and repeat the process. This allows for significantly increased savings with the same number of claims, and with no investment from a human perspective.

Unlock process optimization and compliance

While humans have limitations in terms of processing information and multitasking, digital warranty solutions offer invaluable assistance. By harnessing AI and automation, OEMs can handle more claims in less time and streamline warranty processes, enabling more accurate decision-making and enhancing overall operational performance.

The primary focus of OEMs when it comes to warranty management is compliance with their policies and procedures, ensuring repairs are performed as prescribed and maintaining the quality and reliability of their vehicles. But what is equally as important is achieving cost savings. Finding a more cost-effective solution to their warranty management helps OEMs improve profitability, enhance customer satisfactions and remain competitive.

Digital warranty solutions not only offer the compliance and cost-efficiency desired by most OEMs, but they can also help standardize the warranty approach at a global level, reducing variations and inconsistencies in warranty practices and enabling OEMs to gather and analyze warranty-related data which can be used to support better decision-making and help identify trends, patterns and potential areas for improvement.

Optimize efficiency and achieve savings with AI

With millions of claims to process, OEMs can select only a limited number for manual review. Identifying those that generate savings or lack compliance can be difficult. An AI-driven claims assessing tool uses algorithms to score all incoming claims according to criteria such as potential savings and probability for deficiency or potential risk. It highlights the claims that will generate savings or are not compliant with the OEM’s policies and procedures. The claims that are high risk are then sent for manual review, and the low-value, low-risk claims are selected for automated processing.

But implementing digital solutions alone won’t achieve these results. Human knowledge of AI combined with automotive, warranty and technical expertise ensures that the algorithms are accurate and that the machine delivers accurate data. An integrated control agent continually reviews both the input and the output, conducting regular A/B testing on the algorithms and making any necessary changes to the criteria to ensure the tool continues to identify all claims with potential savings.

This model has the potential to considerably reduce an OEM’s warranty spend. By reviewing and scoring all claims in real time, the solution can change the mix of manually processed and automated claims in the backlog, sending only those low-risk claims for automatic processing and maximizing potential savings.

Leverage automation for seamless claims processing

Introducing automation into your digital warranty solution helps deliver consistency at scale, ensuring that claims are treated in the same way regardless of who processes them, and providing the same experience to dealers across the network.

In addition to processing low-risk claims, automated tools can also handle smaller tasks within a claim assessment, such as repetitive actions or routine tasks. This ensures that agents remain focused on completing the tasks that require manual input, using their knowledge and skills to generate savings for the business. It also means that every single investment adds value to the organization.

Source: MSX

The above example shows how MSX was able to improve efficiency and accuracy with the introduction of automation. We reduced the number of manually processed claims by 32% and improved processing times for those manually processed claims by 16%. We also increased the percentage of claims identified with deficiencies from 25% to 42%, meaning that fewer claims with savings were missed.

Harness data insights for continuous improvement

Digital warranty solutions not only improve warranty processing, but they also facilitate the gathering and analysis of warranty-related data. By monitoring the performance of a solution on an ongoing basis, results can be fed back into the integrated control agent module for further A/B testing, challenging new rules and fine-tuning the algorithms for additional product enhancement.

These solutions can also find areas for improvement and identify emerging trends and patterns, sharing actionable insights with the network for continuous development and helping define strategies based on the needs of the industry.

MSX Digital Warranty and Repair Efficiency solutions can help brands take control of their warranty operations, increasing efficiency, reducing processing times, and accelerating warranty claim decisions. Through the introduction of AI and automation, we can generate real value for businesses by cutting the cost of warranty claims handling and auditing, improving accuracy, and reducing warranty waste. By lowering claim processing times, we also help businesses increase customer and partner satisfaction.

For more information on our Digital Warranty solutions, get in touch today.

 

Contact the Author

Pasquale_aloi.png.png

Pasquale Aloi

Global Solutions Leader, Warranty and Repair Efficiency

Pasquale_aloi.png.png

Pasquale Aloi

Global Solutions Leader, Warranty and Repair Efficiency

  • paloi@msxi.com

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