Data normalization middleware

End data chaos in medical device procurement

Procuremint normalizes fragmented distributor catalogs into one clean, searchable format. Pricing, availability, and compliance docs — synced in real time across every supplier.

No distributor lock-in Pure data layer Works with existing systems

Raw Distributor Data

Messy
Surg Stapler 45mm ELC -?"
price: $1,247.00 / $1247 / 1247.00USD
avail: Y / In Stock / 3-5 days??
UDI: (01)00850003262000
mfg: J&J / Johnson and Johnson / JnJ
↓ Procuremint ↓

Normalized Output

Clean
Device Endoscopic Linear Cutter 45mm
Price $1,247.00 USD
Availability In Stock — Ships 3-5 days
UDI (01)00850003262000
Manufacturer Johnson & Johnson
Compliance FDA 510(k) Cleared ✓

Every distributor catalog
speaks a different language

Hospital procurement teams waste hours manually reconciling product names, pricing formats, and compliance data across dozens of distributors. It's error-prone, slow, and expensive.

📋

Inconsistent Product Data

The same surgical stapler appears as 12 different names across 5 distributors. SKUs don't match. Descriptions conflict. Nobody trusts the data.

💰

Pricing Chaos

Some catalogs list net, some list MSRP. Currency formatting varies. Tier discounts are buried in footnotes. Comparing prices takes a spreadsheet wizard.

⚠️

Compliance Gaps

FDA clearance status, UDI identifiers, and regulatory documents live in PDFs, separate portals, or nowhere. Missing compliance data means delayed orders.

From chaos to clarity
in four steps

Procuremint sits between your procurement systems and distributor catalogs. It never touches inventory, never fulfills orders — it just makes data make sense.

📥

Upload Catalogs

Drop in CSV or Excel files from any distributor. We auto-detect columns — product names, SKUs, pricing, UDIs, availability.

🔧

Normalize Data

Our engine maps messy fields to a standard schema. Inconsistent names, formats, and units get cleaned automatically.

🔍

Search & Compare

One search across every distributor. Compare pricing, availability, and compliance side-by-side for any device.

🔗

Integrate

Push normalized data into your existing procurement system via API. Clean data flows — your workflows stay the same.

Built for healthcare
procurement teams

Every feature exists to eliminate friction between buyers and suppliers.

🏷️

Smart Column Detection

Upload any format. Procuremint maps product names, SKUs, UDIs, prices, and compliance fields automatically — no manual mapping.

📊

Cross-Distributor Compare

Search by device name or UDI, see every distributor's price, availability, and lead time in one view. Spot the best deal in seconds.

🔄

Real-Time Sync

Pricing and availability update as distributors refresh their catalogs. No more stale quotes or surprise backorders.

🛡️

Compliance Tracking

FDA 510(k) status, regulatory approvals, and UDI validation surfaced on every product. Catch compliance gaps before they stall orders.

🔗

API-First Architecture

REST API for normalized product data. Integrate with SAP, Oracle, Workday, or any procurement system your hospital already uses.

🧹

Duplicate Detection

Identifies the same product listed under different names, SKUs, or distributors. One canonical record per device — no duplicated spend.

Connects to systems
you already use

Procuremint is a pure data layer. It doesn't replace your procurement software — it feeds clean, normalized data into it. Plug in via API or scheduled exports.

Try It Now →
🏥
Hospital ERPs SAP, Oracle, Workday
📦
Distributor Portals Medline, Cardinal, McKesson
📋
GPO Systems Vizient, Premier, HPG
🔐
FDA GUDID UDI validation & lookup
📊
BI Platforms Tableau, Power BI, Looker
REST API Custom integrations
85%
Reduction in data entry time
12×
Faster cross-distributor comparison
99.2%
Field normalization accuracy
0
Distributor lock-in required

Common questions

Is Procuremint a distributor or marketplace?

+

No. Procuremint is a pure data normalization and integration layer. We never handle inventory, fulfill orders, or act as a distributor. We clean up the data so your existing procurement systems and distributor relationships work better.

What catalog formats do you support?

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CSV and Excel files (XLSX/XLS). Our column detection engine automatically identifies product names, SKUs, UDIs, pricing, availability, lead times, and compliance data — regardless of how the distributor labels their columns.

How does normalization work?

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When you upload a catalog, Procuremint maps each column to a standard schema. It standardizes product names, parses prices into a consistent format, validates UDI identifiers, normalizes availability status, and scores each record for data completeness.

Can I compare the same product across distributors?

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Yes — that's the core use case. Search by device name or UDI, and Procuremint shows every distributor's pricing, lead time, and availability side-by-side. Our duplicate detection also links products that appear under different names.

Does Procuremint integrate with our existing procurement system?

+

Yes. Procuremint provides a REST API with full product search, filtering, and comparison endpoints. Push normalized data into SAP, Oracle, Workday, or any system that accepts API data or file imports. Your workflows stay the same — the data just gets cleaner.

Is our data secure?

+

Your catalog data is stored in encrypted PostgreSQL databases with SSL connections. We process procurement data only — no patient data, no PHI. Each organization's data is logically isolated.

Stop wrestling with
distributor data

Upload your first catalog and see normalized results in minutes. No contracts, no setup fees, no distributor lock-in.