450K+ vendors in data base 1000+ proprietary algorithms 98% vendor deduplication accuracy 100% financial integrity at supplier layer 6K contracts analyzed $325B spend analyzed 450K+ vendors in data base 1000+ proprietary algorithms 98% vendor deduplication accuracy 100% financial integrity at supplier layer 6K contracts analyzed $354B spend analyzed

Vendor Master
Continuous Audit

For Supply Chain and Procurement Leaders

Reduce financial risk hidden in vendor data — establish an accurate, continuously updated vendor master layer, built on real-time intelligence from 450K+ healthcare vendor base.

Check Your Vendor List →

Why is vendor layer continuous audit critical for financial accuracy?

  • Fragmented vendor data distorts spend visibility
  • Duplicate suppliers create hidden financial leakage
  • Financial decisions rely on incorrect vendor attribution
$12.9M
average annual loss of organizations due to poor data quality
Gartner research, 2020
System fragmentation
1
ERP, AP, contracts operate without a unified data model
Operational complexity
2
Naming inconsistencies, manual entry, multiple legal entities
Market dynamics
3
Acquisitions, parent-child structures, evolving vendor identities
Why do vendor master layer issues exist in the first place?
Your vendor landscape evolves faster than your systems can follow.
10–35% of vendor duplication is typically driven by these structural causes.

The value we bring to health systems

AGENTIC AI

Capability incorporates governance architecture that prevents inaccurate data from entering the system, achieving 98% accuracy

Intelligent matching layer
1
  • Matches vendors across internal and external data
  • Goes beyond string matching to identify true supplier identity
  • Recognizes aliases, subsidiaries, and naming variations
Context & validation layer
2
  • Enriches vendor data with external intelligence
  • Identifies parent-child relationships and acquisitions
  • Validates data across multiple sources
Resolution & learning layer
3
  • Assigns a single authoritative vendor identity
  • Continuously learns from new data
  • Adapts to changes in vendor structures over time

Beyond OCR: hunterAI links contract terms, invoices, and AP transactions into one verified, hallucination-free data layer — enabling accurate financial reporting.

Business impact delivered through accurate vendor master management

3
layers of business impact
Financial accuracy 1
  • True vendor-level spend visibility
  • Reliable reporting and forecasting
Revenue recovery enablement 2
Unlocks:
Price variance detection Purchase services spend management
Direct spend management Anomalies detection
GPO fee validation Rebates recovery
Fraud detection
Operational control 3
  • Supplier performance transparency
  • Reduced financial leakage
  • Stronger financial governance
3 Steps for Vendor List Normalization
Upload vendor list
Make a payment
$ 7000 One time vendor master normalization
Download clean vendor list

Extensive vendor data base

The list includes vendors present in our database based on our clients’ procurement and spending data and does not imply any partnership relationships
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Read Whitepaper Continuous Audit as a Strategic Asset written by Dr. Ramyaa Ganesh and Dr. Vegi S, with a foreword by John Andrews, Adjunct Faculty Health Systems Management College of Health Sciences Rush University

The paper makes the case for why vendor and supplier data must not only be governed as a continuous, active discipline, but formalized as a distinct operational category in its own right - and what it costs when it isn't. Drawing on best practices from industries that have already made this journey, it offers a clear framework for healthcare organizations ready to close the gap.

DOWNLOAD WHITEPAPER
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Hunter

Director, Strategic Solutions & Growth

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Svetlana

Founding Leader, Head of Delivery & Growth

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is a validated and trusted healthcare partner
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Third Gartner recognition in 2025 underscores momentum from innovative entrant to trusted partner for measurable AI-driven value.
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