Our AI Models

Build audit-grade valuations
with MAVEN

MAVEN is the forensic AI engine powering every scan, identification, and valuation inside MediScans — four generations in, and still evolving.

4

Model generations

From search-first scanning to forensic-grade auditing.

8-phase

Forensic pipeline

Identity proof, tiered evidence, and consensus pricing.

0%

AI-invented prices

Every accepted value traces back to a real, verified source.

Discover our models

Four generations of forensic AI

Full release history
Legacy

MAVEN 1.0

Search-First Valuation

Barcode, OCR, and AI vision identification paired with open web price search.

  • Barcode, OCR & AI vision ID
  • Single-provider search cascade
  • First-gen confidence scoring
Legacy

MAVEN 2.0

Multi-Provider Pipeline

Multiple search and AI providers working together with automatic failover.

  • Multi-provider search cascade
  • Provider health monitoring
  • Outage-aware re-evaluation flags
Legacy

MAVEN 3.0

Evidence-Aware Valuation

Every price must come from classified, verified evidence — no value without proof.

  • 12-category identity classification
  • Packaging normalization to per-unit
  • Documented source rejections
Active

MAVEN Proof 4.0

Forensic Evaluation Auditor

Courtroom-grade valuations with deterministic math and full audit trails.

  • 8-phase forensic pipeline
  • Tiered source credibility
  • Zero AI-invented prices
  • Complete audit trail

See MAVEN in action

01

Scan the item

Photograph or barcode-scan a donated item from any angle.

02

MAVEN identifies & searches

AI vision plus multi-provider search find and classify every possible match.

03

Forensic valuation returned

A documented, source-backed value with a full audit trail comes back in seconds.

MAVEN 4.0 response

{
  "item": "Nitrile Exam Gloves, Box of 100",
  "identity_confidence": 0.97,
  "valuation_method": "exact_supported",
  "final_unit_value": 8.42,
  "accepted_sources": 3,
  "rejected_sources": 5,
  "audit_defensibility": 0.94
}

Build Trust Into Every Shipment

Evidence-backed valuations for charitable medical inventory.

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