Product data enrichment, automated end-to-end

How a US dental distributor turned thousands of SKUs with missing attributes into one measured pipeline, collected, enriched, reviewed, and published.

Distributor

Every attribute, from every source, becomes part of one automated pipeline

A live marketplace for trade receivables, MSME sellers, corporate buyers, and bank & NBFC financiers, all on one platform.

The Problem · The Transformation

From patchy, multi-source data to one measured pipeline

Vendor responses, AI-assisted enrichment, and human review connected as one governed pipeline, completeness measured in real time.

Today · The Pain

Missing attributes

Inconsistent data

Manual review

No visibility

Fragmented sources

The Shift

Automated

AI-assisted

Reviewed

Measured

Published

Every source collected, every attribute enriched, every gap measured in real time.

Automated

Pipeline

AI-Assisted

Enrichment

Human-Reviewed

Publishing

Real-Time

Completeness

The Solution · Product Data Enrichment

One pipeline for collection, enrichment, and review

PrimeSoft designed an end-to-end platform that automates collection, validation, enrichment, review, and publishing of product attributes from multiple sources, with real-time visibility into progress.

Product Data Enrichment platform dashboard

Collect from Sources

Vendor responses, first-party feeds, and third-party datasets flow into one collection queue.

Validate & Rule

Business rules and AI-driven classification apply consistent standards across 100+ vendor sources.

Enrich Attributes

AI-assisted enrichment fills gaps automatically; edge cases route to human reviewers.

Human Review

Review workflows ensure attributes are approved before publishing, nothing goes live unchecked.

Publish & Measure

Attributes publish to the catalog; a reporting layer tracks completeness and source contribution in real time.

See It In Action

Product Data Enrichment in 90 seconds

See the platform in action, onboarding, bidding, and settlement walkthrough

How It Works

From scattered attributes to a measured catalog

The platform maps the full enrichment workflow onto one pipeline, every source collected, every attribute enriched, every gap measured.

01Onboard
Parties

02Upload &
Accept Invoice

03Validate &
Score Risk

04Financiers
Bid Live

05Accept &
Allocate

06Settle
via NACH

Corporate buyers, MSME sellers, and bank or NBFC financiers onboarded with secure, role-based access in one trusted marketplace.

Sellers upload accepted invoices as Factoring Units or Reverse Factoring Units, and counterparties confirm acceptance.

Real-time counterparty validation runs alongside a risk rule engine, CIBIL credit checks, and Monetago fraud detection.

Banks and NBFCs place live, competing bids to discount each invoice, the seller sees the market’s best offer.

Interest-bearing party bid acceptance and automated allocation match each invoice to the winning financier, no manual intervention.

NACH file generation and response upload drive automated settlement and reconciliation, funds reach the seller fast.

Onboard Parties

Corporate buyers, MSME sellers, and bank or NBFC financiers onboarded with secure, role-based access in one trusted marketplace.

Upload & Accept Invoice

Sellers upload accepted invoices as Factoring Units or Reverse Factoring Units, and counterparties confirm acceptance.

Validate & Score Risk

Real-time counterparty validation runs alongside a risk rule engine, CIBIL credit checks, and Monetago fraud detection.

Financiers Bid Live

Banks and NBFCs place live, competing bids to discount each invoice, the seller sees the market’s best offer.

Accept & Allocate

Interest-bearing party bid acceptance and automated allocation match each invoice to the winning financier, no manual intervention.

Settle via NACH

NACH file generation and response upload drive automated settlement and reconciliation, funds reach the seller fast.

Proven Business Impact

Proven on production-grade trade-receivables infrastructure

Cloud-native, secure, and built to scale, owned end-to-end by you.

Automated

Enrichment Pipeline

Collection, enrichment, review, and publishing in one pipeline, no more manual patching.

AI-Assisted

Across Vendors

Business rules and AI-driven classification across 100+ vendors normalize every source.

Human-Reviewed

Before Publish

Review workflows keep quality high, attributes are approved before they go live.

Real-Time

Completeness

Completeness, source contribution, and gap reporting update in real time.