Distribution and Sales Performance
Transform retail standards audits with AI-powered compliance
MSX APPRAISO helps automotive brands, national sales companies and dealer networks transform retail standards audits into a faster, smarter, more consistent process.
Retail standards audits, reimagined for the AI age
Dealer standards audits have traditionally been slow, manual and dependent on a small pool of highly experienced auditors. Paper or spreadsheet-based checklists, repetitive data entry and fragmented evidence capture make it hard to ensure consistency across locations and markets.
APPRAISO changes this model. It acts as an intelligent assistant alongside your audit teams, guiding them through each step of the process and automating large parts of the assessment.
Turn every site visit into a structured, high quality audit
Turn every site visit into a structured, high quality audit
Turn every site visit into a structured, high quality audit
Guided, consistent workflows
Clear workflows guide auditors through standards, evidence capture and scoring, ensuring that each step is followed in a consistent way, regardless of who is on site.
Centralized evidence and assessments
APPRAISO links each piece of evidence to the relevant standard and automatically generates ratings and observations, giving you one, consolidated view of retail compliance.
Transparent, traceable outcomes
Each audit produces a detailed, AI‑supported report, with a clear trail from evidence to recommendation, supporting internal reporting, brand governance and future follow‑up.
A smarter approach to retail compliance
A three-stage workflow combines MSX’s intuitive data capture and expert validation with artificial intelligence developed in partnership with Google to reduce the effort, time and cost of each audit while improving the overall accuracy and experience for auditors and retailers.
Information capture
Auditors capture information in different parts of the dealership through APPRAISO’s intuitive application. The system prompts them to collect the right evidence at the right location, using images, video and voice notes to document compliance across all required standards.
AI-generated audit report
Our AI models interpret the input, compare it against original equipment manufacturer-defined standards and associated resources, and generate AI-powered assessments for each audit standard, complete with commentary, evidence and a confidence score.
Auditor validation
Auditors review and validate the AI model’s recommendations, with the ability to edit, change and upload additional evidence. This ensures every report reflects both the efficiency of automation and the expertise of experienced professionals.
Information capture
Auditors capture information in different parts of the dealership through APPRAISO’s intuitive application. The system prompts them to collect the right evidence at the right location, using images, video and voice notes to document compliance across all required standards.
AI-generated audit report
Our AI models interpret the input, compare it against original equipment manufacturer-defined standards and associated resources, and generate AI-powered assessments for each audit standard, complete with commentary, evidence and a confidence score.
Auditor validation
Auditors review and validate the AI model’s recommendations, with the ability to edit, change and upload additional evidence. This ensures every report reflects both the efficiency of automation and the expertise of experienced professionals.
Tangible gains in time, cost and experience
Enhanced
auditor and retailer satisfaction
Transform audit operations with AI-powered efficiency
MSX APPRAISO is designed to remove friction from retail compliance audits. We help audit teams work with greater clarity while giving retailers a more transparent, coaching-focused experience. The result is a process that supports consistent execution across markets, strengthens brand standards, and makes it easier for auditors to deliver value at every dealership visit.
Consistent, objective compliance assessment
Google’s multimodal AI models analyze voice, image, and video simultaneously, removing subjective interpretation from standard evaluation. This ensures every dealership is measured against the same criteria, regardless of the market or the individual auditor on site.
Empowered teams with scalable expertise
Automated ratings and real-time guidance enable auditors of varying experience levels to achieve consistent, high-quality results across the entire network. By embedding expert knowledge into the platform, you can scale your audit program effectively without relying on a limited pool of senior specialists.
Reduced rework and post-visit clarifications
Confidence scoring and real-time prompts flag missing or ambiguous evidence before the auditor leaves the dealership. This proactive quality control ensures every report is complete and accurate the first time, eliminating the need for follow-up visits or administrative corrections.
Actionable insights for dealer development
Detailed AI-generated reports with linked evidence and commentary give retailers clear, specific feedback on compliance gaps and improvement opportunities. This transparency supports stronger dealer relationships and allows auditors to spend their time on high-value coaching rather than manual documentation.
Transform audit operations with AI-powered efficiency
MSX APPRAISO is designed to remove friction from retail compliance audits. We help audit teams work with greater clarity while giving retailers a more transparent, coaching-focused experience. The result is a process that supports consistent execution across markets, strengthens brand standards, and makes it easier for auditors to deliver value at every dealership visit.
Consistent, objective compliance assessment
Google’s multimodal AI models analyze voice, image, and video simultaneously, removing subjective interpretation from standard evaluation. This ensures every dealership is measured against the same criteria, regardless of the market or the individual auditor on site.
Empowered teams with scalable expertise
Automated ratings and real-time guidance enable auditors of varying experience levels to achieve consistent, high-quality results across the entire network. By embedding expert knowledge into the platform, you can scale your audit program effectively without relying on a limited pool of senior specialists.
Reduced rework and post-visit clarifications
Confidence scoring and real-time prompts flag missing or ambiguous evidence before the auditor leaves the dealership. This proactive quality control ensures every report is complete and accurate the first time, eliminating the need for follow-up visits or administrative corrections.
Actionable insights for dealer development
Detailed AI-generated reports with linked evidence and commentary give retailers clear, specific feedback on compliance gaps and improvement opportunities. This transparency supports stronger dealer relationships and allows auditors to spend their time on high-value coaching rather than manual documentation.
Reimagine your retail standards audits
As expectations rise and retail formats evolve, AI‑enabled audits give you a practical way to keep standards high without increasing the burden on your teams. MSX APPRAISO helps you make better use of each site visit, turning evidence into insight and insight into action.
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Success and Insight
Discover how automotive brands use MSX APPRAISO to streamline audit operations, strengthen brand standards and support dealer performance across markets.
