REVENUE INTELLIGENCE PLATFORM

Every Device.
Every Case.
Every Dollar.

AI-powered reconciliation and revenue intelligence for medical device sales organizations.

Zuredex automates surgical case sheet reconciliation, purchase order matching, and unresolved revenue detection — giving distributors and sales operations teams the visibility they have never had.

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Built in Indiana · Foot & ankle orthopedic vertical · Pilot-ready
zuredex · dashboard · morgan hayes · admin
CASES / MONTH
47
MATCH RATE
89.4%
AT RISK
$24.8K
NEEDS REVIEW
6
ALERT: Jordan Kim · $14.6K at risk · 4 unmatched cases
AR
Alex Rivera
Central Indiana
90%
MATCH
$4.2K
AT RISK
JK
Jordan Kim
South East
76%
MATCH
$14.6K
AT RISK
CN
Casey Nguyen
North
92%
MATCH
$6.0K
AT RISK
FACILITY
SURGEON
PO
STATUS
CONF
Crestview Orthopedic
Dr. N. Calloway
PO-2026-0513
MATCHED
94%
Summit Surgical
Dr. P. Holden
—
WAITING FOR PO
$4,280
Ridgeline ASC
Dr. M. Wren
PO-2026-0510
MATCHED
97%
Crestview Orthopedic
Dr. N. Calloway
—
NEEDS REVIEW
$2,840
LIVE · BIGQUERY · 47 CASES · LAST SYNC 2m ago
⬡Secure Cloud Infrastructure
◎AI-Assisted Validation
⊞Role-Based Access Control
≡Workflow Audit Logging
⊘Duplicate Prevention
⬡Multi-Tenant Architecture
BUILT ON ENTERPRISE INFRASTRUCTURE
Google CloudBigQueryFirebaseCloud RunPower BI EmbeddedNext.js 14Document AIPython
THE MARKET WINDOW

The infrastructure layer that medical device sales has been missing.

Four forces have created an immediate window for reconciliation automation in this market.

01
Document AI reached production reliability
Parsing surgical PDFs with high confidence is now a solved infrastructure problem.
02
Distributors face margin pressure without visibility
Manual reconciliation leaves untracked revenue in every sales cycle with no systematic way to recover it.
03
Hospital systems are accelerating digitization
Purchase orders and case documentation are increasingly structured and machine-readable.
04
No purpose-built tool exists for this workflow
Generic CRMs and spreadsheets are the current state. There is no reconciliation infrastructure built for device sales.
THE ENGINE

From fragmented documents to
operational intelligence.

Every surgical case generates documents across multiple systems. Zuredex connects them automatically.

DOCUMENT INPUTS
Case Sheets (PDF)
Purchase Orders
Uploaded Documents
Processing Queue
Email Attachments
→
AI RECONCILIATION ENGINE
Confidence Scoring
Duplicate Detection
Field Normalization
Document Validation
Exception Routing
Audit Logging
→
OPERATIONAL OUTPUTS
Matched Revenue
Unresolved Alerts
Executive Analytics
Review Queues
Workflow Reports
PLATFORM WALKTHROUGH

See Zuredex in action.

Watch how Zuredex processes a surgical case sheet, matches a purchase order, and surfaces revenue at risk — in real time.

PLATFORM WALKTHROUGH · 4 MIN
Recording uploading — check back shortly
Foot & ankle orthopedic vertical · Demo Medical Co · Live BigQuery data
OPERATIONAL ANALYTICS

Visibility built around how device sales organizations actually work.

Generic CRMs track relationships.
Zuredex tracks actual surgical revenue.
Revenue by Rep
Revenue by Surgeon
Unresolved Case Exposure
Rep Match Rate
Avg Days to Reconcile
Review Queue Depth
Duplicate Prevention
Monthly Revenue Trend
Alex Rivera90%
Jordan Kim76%
Casey Nguyen92%
$173K
Total Reconciled
$24.8K
At Risk
1.4d
Avg Match Time
89.4%
Match Rate
PLATFORM VALUE

Operational leverage for
modern device sales teams.

↓ LEAKAGE
Reduce Revenue Leakage
Every unmatched case sheet is revenue at risk. Zuredex catches gaps automatically, before they fall through the cracks at end of month.
⚡ SPEED
Accelerate Reconciliation
Manual matching across email, spreadsheets, and portals takes days. Zuredex processes uploads in minutes and flags exceptions for human review.
◎ VISIBILITY
Improve Operational Visibility
Rep-level performance, facility analytics, and unresolved revenue tracking — organized into a single operational command center.
SECURITY & GOVERNANCE

Designed for secure
operational workflows.

Designed to minimize unnecessary PHI storage and support secure healthcare-adjacent operational workflows. Zuredex does not store clinical records or patient data.

RBAC
Role-Based Access Control
Admin, manager, rep, and finance roles with granular permission enforcement.
LOG
Full Audit Trail
Every status change, correction, and review action is logged with timestamp and user attribution.
ISO
Tenant Separation
Organization data is isolated at the query layer. No cross-tenant data access.
ENC
Encrypted Cloud Storage
Documents stored in Google Cloud Storage with encryption at rest and in transit.
SHA
Duplicate Prevention
SHA-256 document fingerprinting prevents duplicate uploads from entering the pipeline.
PHI
No PHI Storage
Zuredex processes operational metadata, not clinical records. Patient identifiers are not required or retained.
EARLY ACCESS

Operational intelligence for modern medical device organizations.

Zuredex is preparing pilot deployments for distributors seeking to reduce manual reconciliation and improve revenue visibility.

PILOT-READY · FOOT & ANKLE VERTICAL · INDIANA-BASED · SEEKING DESIGN PARTNERS
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Built in Indiana by Zuredex LLC, informed by firsthand exposure to medical device sales operations, manual PO reconciliation, and rep-level reporting workflows.