Retail Industry
Power Up Your Product Data with AI & Human Expertise
Trusted by global retailers for scalable execution, platform compliance, and measurable business outcomes.
Deliver engaging product experiences, improve discoverability, and streamline retail workflows
Fragmented product data, unmanaged content, and manual invoice handling harm both customer experience and operational efficiency. V2Solutions’ AI-powered solution, enhanced with human-in-the-loop QA, brings structure, safety, and speed to your retail workflows.
We support 20+ retail brands, processing 10K+ SKUs per month across categories and platforms—with precision and scale.
Our Offerings Empowering retail with clarity, content integrity, and catalog performance.
AI-Assisted Product Data Management
Standardize, enrich, and scale your product data with hybrid intelligence.
- AI-powered tagging and product classification with human QA
- SEO-ready content enrichment and multilingual optimization
- Attribute normalization and taxonomy alignment for structured discovery
- Catalog health audits and digital shelf diagnostics
Enhance product discovery by 25%, reduce time-to-site by 30%, and increase PDP conversions by 15–20% with structured, enriched catalog data.
Shopping Experience Moderation & Catalog Health Audits
Ensure trust and safety across live and virtual shopping experiences with real-time content moderation and compliance enforcement.
Live Stream Moderation
Monitor influencer-led and seller-hosted live streams for platform guideline compliance.
- Detect technical issues that impact the live shopping experience
- Identify use of pre-recorded content exceeding 5-minute thresholds
- Flag redirect attempts to unverified or external websites
- Moderate for explicit or inappropriate visuals based on community standards
Virtual Experience Moderation
Review seller-submitted product videos and images to uphold safety, compliance, and brand trust.
- Scan content against 50+ violation types using AI + human review
- Moderate assets using a centralized content store before listings go live
- Approve only content that meets platform and brand standards
- Report key metrics: hours reviewed, accuracy rates, TAT, and escalation levels
3PL Invoice Reconciliation & Supply Chain Data Validation
Seamless invoice accuracy and workflow validation for large-scale retail logistics.
- End-to-end UAT for Pick & Pack, freight, and dashboard validation
- AI-powered invoice data ingestion and normalization from diverse sources
- Smart automation + human checks to reduce effort and errors
Daily QA tracking, structured documentation, and platform-wide integration
Reduce manual QA workload by 60%, cut invoice discrepancies by 40%, and enable 3–5x faster validation cycles.
Data Enrichment & SEO Standardization
Fill content gaps and optimize product copy for each channel.
- Generate SEO titles, bullets, and descriptions for marketplaces
- Enrich missing specs with AI and human validation
- Localize product content with multilingual enhancements
- Align with platform-specific guidelines and restrictions
AI-Assisted Product Categorization & Taxonomy Alignment
Improve discoverability with precise category and taxonomy mapping.
- Classify SKUs accurately using AI-based models
- Map to custom or third-party taxonomy structures
- Align across multiple category levels and subcategories
- Prevent misroutes that hurt visibility and navigation
Digital Shelf Monitoring & Catalog Health Audits
Proactively catch content gaps before they hurt performance.
- Run SKU-level audits for image, text, and spec gaps
- Identify duplicates, inconsistencies, or broken content links
- Benchmark against top competitors for catalog completeness
- Generate action-ready reports for internal cleanup teams

Empower Your Farming Robots with Superior Vision
Our specialized annotation services provide the foundation for robots that can:
- Distinguish between crops and weeds with pinpoint accuracy, enabling precise mechanical weeding
- Identify ripe produce for selective harvesting, reducing labor costs and waste
- Navigate complex field environments autonomously while avoiding obstacles
- Perform delicate operations like pruning, thinning, and transplanting
Agricultural Robotics & Machinery Data Annotation
Enhance farm automation with expert data annotation for agricultural robots and tools:
- Train robotic systems to perform delicate plant handling with precise motion annotation
- Develop smart spraying systems that reduce chemical usage
- Create adaptive field models through varied terrain and weather condition annotation
- Enable multi-functional robotics that seamlessly transition between diverse agricultural tasks

Proven Impact for Retail Leaders
Higher Conversions
Enriched product data builds buyer trust and drives purchases.
Better Findability
Structured tagging improves search and filter accuracy.
Fewer Violations
AI + human moderation protects content integrity.
Less Manual QA Time
Streamlined workflows reduce review effort and delays.
Let’s Make Your Product Data Your Growth Engine
Whether scaling to new channels or fixing fragmented data, we bring the tech and people to deliver clean, optimized listings—faster. Let’s talk about what’s holding your data back and how we can fix it.
V2Solutions Expertise
Two decades of delivering operational excellence at scale—now enhanced by AI precision and human-led quality control.
- End-to-end invoice reconciliation and product data validation across brands and retail categories
- Daily system checks and structured QA to ensure tool stability and dashboard accuracy
- Integrated workflows across Airtable, Gmail, Slack, and other enterprise collaboration platforms
- Human-in-the-loop oversight for UAT, moderation, and exception handling
- Resource optimization that frees internal product and engineering teams from QA overhead
- Continuous UX-driven improvements based on real-time feedback loops
- Ongoing maintenance, updates, and agile delivery across tools and platforms

Why Retailers Choose Us
Boost Conversions
High-quality product data drives stronger product page performance and more add-to-cart actions.
Improve Findability
Enhanced tags and taxonomies fuel smarter search, filtering, and recommendations.
Expand Global Reach
Multilingual enrichment ensures localized, compliant listings across regions and marketplaces.
Scale with Precision
AI + human QA workflows adapt across 10K+ SKUs and multiple platforms—fast and reliably.
Seamless Integration with Leading Retail Platforms
Let’s work together
Let’s turn your product data into a competitive advantage.
Talk to our experts or see how we improve catalog health in real-time.