Solutions
Retail Data Operations

The Operating Layer
Behind Retail Product Data.

From supplier data intake to retailer syndication and ongoing maintenance — Mirchi manages the full product data lifecycle so your team can focus on growth, not data operations.

BrandsRetailersBrokersDistributorsPlatform Partners
Retail Data Operations — Data Sources into Mirchi Labs into Retail Destinations
The Challenge

Getting products live
is harder than it looks.

Most companies underestimate the operational complexity behind retail commerce. The product is ready. The retailer said yes. But getting the data right is where teams get stuck.

Fragmented Supplier Data

Supplier information arrives in different formats, from different systems, at different quality levels. Making it consistent and retailer-ready requires specialized knowledge most teams don't have.

Retailer Requirements Change Constantly

Every retailer has different attribute templates, image specs, and compliance rules — and they update them without warning. Keeping up manually doesn't scale.

Data Errors Delay Revenue

A single missing GTIN, wrong image dimension, or incomplete attribute blocks a product from going live. Every day of delay is revenue your competitors are capturing.

Retail Data Operations Requires Specialized Expertise

Retail data operations requires specialized knowledge across PIM systems, retailer portals, syndication platforms, and compliance rules. Building that expertise internally is expensive and slow.

How Mirchi Delivers

One Operating Framework.
Six Critical Steps.

Intake

Data Intake & Foundation

We collect and normalize product data from any source — supplier spreadsheets, ERP exports, PIM systems, DAM platforms, and flat files. Every record structured and ready for the next step.

  • Multi-source data collection
  • Format normalization and standardization
  • Supplier data validation
  • Product taxonomy alignment
  • GTIN and compliance verification
Map · Optimize

Mapping, Enrichment & Optimization

We transform normalized data into retailer-ready content — mapping attributes to retailer schemas, enriching descriptions, optimizing titles for search, and preparing images to spec.

  • Attribute mapping to retailer schemas
  • AI-powered title and description optimization
  • Image preparation and spec compliance
  • Missing attribute identification and resolution
  • Search and AI discovery optimization
Validate · Syndicate · Maintain

Validation, Syndication & Maintenance

We validate every record before submission, manage retailer portal submissions end to end, and keep your catalog accurate and compliant as products and requirements change.

  • Pre-submission compliance validation
  • Retailer portal submission and error management
  • Multi-channel syndication at scale
  • Retailer compliance monitoring
  • Suppression detection and resolution
The Workflow

From raw data
to retail-ready. Every step.

Six steps. One operating framework. Mirchi manages every step from intake to ongoing maintenance.

01

Intake

Collect product data from any source or format. Spreadsheets, ERPs, PIMs, DAMs, supplier files — all accepted.

02

Map

Normalize attributes and map to retailer-specific schemas. Every channel gets the format it requires.

03

Optimize

Enrich titles, descriptions, images, and keywords. AI-powered content optimization for search and discovery.

04

Validate

Automated compliance checks plus human expert review. Every record verified before submission.

05

Syndicate

Submit to retailer portals, marketplaces, and distributor systems. Error flags managed, resubmissions handled.

06

Maintain

Monitor listings, catch suppressions, update content as products and requirements change. Continuously.

Use Cases

How Companies
Use Mirchi.

Emerging CPG Brand
Challenge

A food brand won placement at three major retailers simultaneously but had no internal team or systems to handle the onboarding data work.

Outcome

Mirchi ran the complete retail data operations program — all three retailers live within 6 weeks, zero portal rejections.

Multi-Brand Distributor
Challenge

A distributor managing 200+ brands needed to standardize supplier data quality and syndicate product information to 15 retail customers in different formats.

Outcome

Mirchi built a centralized data operations pipeline — supplier onboarding time cut by 60%, catalog accuracy rate above 98%.

Platform Partner
Challenge

A PIM platform needed an implementation and managed services partner to support customers who couldn't operationalize the platform on their own.

Outcome

Mirchi embedded as the implementation partner — customer time-to-value dropped from 6 months to 6 weeks.

Who This Is For

Built for every company
that sells through retail.

Retail data operations is not just a brand problem. Every company in the retail supply chain deals with product data complexity. Mirchi serves the full ecosystem.

Brands launching into new retail channels
Multi-brand merchants managing complex catalogs
Brokers who need operational execution for clients
Retailers reducing vendor onboarding friction
Distributors managing supplier data at scale
Platform companies needing an implementation partner
FAQ

Frequently Asked
Questions.

Ready to Start?

Ready to make your
product data retail-ready?

Let's talk about how Mirchi can manage your retail data operations — from intake to syndication to ongoing maintenance.