# Curveray

*/Startups/Curveray*

## Startup Overview

The software automatically calculates spinal curvature metrics from raw radiographs. It eliminates the manual plotting of lines and angles required to assess spinal deformities. The system ingests standard X-ray images and instantly generates precise quantitative measurements for clinical evaluation.

Orthopedic surgeons and radiologists routinely spend critical clinical time manually measuring parameters like Cobb angles and sagittal balance. This repetitive work introduces inter-operator variability and adds tedious clicks to every patient encounter. By removing the manual markup process, the tool returns focus directly to surgical planning and patient consultation.

Instead of relying on manual PACS workstations, standalone software like Surgimap, or capital-intensive hardware like EOS Imaging, the system embeds directly into the native diagnostic workflow. It operates natively within existing viewers to deliver immediate measurements alongside the raw image. Facilities adopt the tool through outcome-based pricing, aligning costs strictly with validated clinical delivery rather than flat software licenses.

## Startup Founding Hypothesis

**Approach**: that automatically calculates spinal curvature metrics from raw radiographs
**Competitors**:
- [Manual PACS Workstations](/Competitors/Manual_PACS_Workstations)
- [Surgimap](/Competitors/Surgimap)
- [EOS Imaging](/Competitors/EOS_Imaging)
**Differentiator2x2**: outcome-priced and embedded directly into the native diagnostic workflow

## Startup Solution Coordinate

**Solution**: [Curveray Spine Analyzer](/Services/Curveray_Spine_Analyzer)

## Startup Position2x2

```mermaid
quadrantChart
x-axis Standalone Workflow --> Embedded Native Workflow
y-axis Fixed Cost / Capital Expense --> Outcome-Priced
quadrant-1 Seamless & Aligned
quadrant-2 Niche & Aligned
quadrant-3 Legacy Silos
quadrant-4 Embedded Tooling
Manual PACS Workstations: [0.80, 0.25]
Surgimap: [0.20, 0.30]
EOS Imaging: [0.10, 0.10]
Curveray: [0.85, 0.85]
```

## Startup Offer

**Proof**:
- Targeting sub-minute automated measurement turnaround from raw scan to fully annotated image.
- Designed to match the inter-rater reliability of senior orthopedic surgeons.
- Aiming for zero workflow disruption by operating entirely within existing hospital diagnostic viewers.
**Tiers**:
- Name: Clinic Volume · Price: ~$5–$12 per annotated radiograph · Inclusions: Automated spinal curvature measurements (Cobb angles, pelvic tilt, sagittal balance) routed directly back to native PACS, up to 250 scans per month.
- Name: Health System · Price: ~$2–$6 per annotated radiograph · Inclusions: High-volume automated measurements across multi-site PACS networks, custom measurement protocols, and dedicated technical support for >250 scans per month.
**Guarantee**: Curveray guarantees a measurement turnaround time of under 60 seconds; if the system fails to deliver the annotated metrics within this window or the clinician rejects the measurement requiring manual overrides, the scan is not billed.
**Business Function**: ProvideService
**Objection Handlers**:
- Objection: 'We already use Surgimap or EOS.' Rebuttal: Legacy tools require manual clicks and separate standalone workstations; Curveray is designed to automate the measurements and return them natively into your existing diagnostic viewer.
- Objection: 'Our radiologists don't trust automated measurements yet.' Rebuttal: Curveray operates on a pure outcome-pricing model; you only pay for scans where the clinician accepts the automated metrics without manual recalculation.
- Objection: 'Hospital IT will block a new software installation.' Rebuttal: Curveray is designed to act as a standard DICOM node, requiring no local software installations or custom hardware on clinician workstations.
**Pricing Architecture**: UsageMeter
**Agent Checkout Support**:
- agentic-commerce-protocol

## Startup Brand

**Voice**: Clinical and direct, defined by absolute diagnostic precision.
**Tagline**: Automated spinal curvature calculations embedded inside your native PACS.
**Icon Concept**: vertebra
**Palette Intent**: institutional-cool
**Visual Identity**: The aesthetic mirrors high-contrast radiography panels, utilizing deep charcoal and stark white paired with a sterile, institutional-cool blue to highlight diagnostic overlays.
**Archetype Reference**: the-sage

## Startup Buyer Chain

**Chain**: Curveray → Radiology IT Administrator → Orthopedic Surgeon → Spine Patient
**Gtm Motion**: Targets orthopedic department heads to establish initial clinical deployments based on time-saving diagnostic metrics. Expands account revenue organically through a per-scan outcome pricing model as additional surgeons adopt the embedded tool within their existing PACS environments.
**Agent Channel**: Designed for inclusion in clinical AI orchestration registries and health-data API hubs, allowing autonomous diagnostic agents to discover the service and route raw DICOM files for automated curvature scoring prior to human review.
**Primary Channel**: Intends to list in major medical imaging AI marketplaces, such as the Nuance AI Marketplace or specific PACS vendor directories, where clinical IT buyers actively search for native diagnostic overlays.

## Startup Customer Journey

```mermaid
flowchart LR; A[Nuance AI Marketplace] --> B[Standard DICOM Node]; B --> C[Automated Cobb Angle]; C --> D[Outcome-Billed Scan]; D --> E[Multi-Site PACS Network]; E --> F[Spine Patient Consultation];
```

## Startup Proof Points

_Illustrative — target and order-of-magnitude estimate figures, not an achieved track record (this Thing is concept-stage)._

**Pilot Goals**:
- 30-day single-clinic pilot: Process 100 radiographs to prove sub-minute return of Cobb angles and pelvic tilt metrics directly to the native diagnostic viewer.
- 60-day multi-site technical evaluation: Verify that the DICOM node configuration accurately routes annotated measurements back to the originating facility PACS without triggering IT security flags.
**Target Metrics**:
- Target: Under 60 seconds turnaround time from raw scan receipt to fully annotated image in PACS.
- Aim: Greater than 95 percent acceptance rate of automated measurements by clinicians without manual recalculations.
- Target: Zero local software installations required for full clinic deployment.
**Target Case Studies**:
- Regional orthopedic clinic: Replaces manual measurement clicks in standalone workstations with automated Cobb angles directly in native PACS, saving minutes per patient scan.
- Multi-site health system radiology department: Deploys as a single DICOM node across multiple facilities to standardize sagittal balance metrics without local IT software installations.
**Testimonial Targets**:
- Senior Orthopedic Surgeon: Validates that the automated measurements match clinical precision and appear instantly in their existing viewer without requiring a separate login.
- Hospital IT Director: Confirms the DICOM node integration is frictionless and bypasses the typical months-long security review required for standalone workstations.
- Radiology Department Head: Highlights that the usage-based pricing model eliminates budget risk because they only pay when automated metrics are accepted without manual override.

## Startup Top Risks

**Risks**:
- Severity: existential · Description: Major PACS vendors restrict API access or charge exorbitant fees to block the software from embedding into native diagnostic workflows. · Mitigation Status: unmitigated
- Severity: high · Description: Regulatory agencies classify the automated measurement tool as a high-risk medical device requiring lengthy clinical trials prior to commercialization. · Mitigation Status: in-progress
- Severity: moderate · Description: Hospital procurement departments reject outcome-based pricing models in favor of traditional fixed-fee SaaS or per-scan billing. · Mitigation Status: unmitigated
- Severity: moderate · Description: Variability in raw radiograph quality and formatting across different hardware manufacturers reduces the accuracy of the automated curvature calculations. · Mitigation Status: in-progress

## Startup Competitors

- [Manual PACS Workstations](/Competitors/Manual_PACS_Workstations) — Status Quo
- [Surgimap](/Competitors/Surgimap) — Incumbent Software
- [EOS Imaging](/Competitors/EOS_Imaging) — Specialized Hardware
- [Medicrea UNiD](/Competitors/Medicrea_UNiD) — Predictive Planning
- [Brainlab TraumaCad](/Competitors/Brainlab_TraumaCad) — Orthopedic Templating

## Startup Story Brand

**Hero**:
- **Need**: to be the diagnostic authority patients trust, not a digital draftsman
- **Want**: to obtain precise Cobb angles and sagittal balance without manual drafting
- **Identity**: the orthopedic surgeon at a spine-specialty clinic
**Plan**:
- Step: Submit · Detail: Route a raw radiograph to Curveray as a standard DICOM node from your existing viewer.
- Step: Inspect · Detail: Review the automated annotations and metrics delivered back to your native PACS station in 60 seconds.
- Step: Approve · Detail: Accept the measurements into the patient record and only pay for the metrics you use.
**Guide**:
- **Empathy**: When diagnostic backlogs grow because of manual measurement drafting, patient consults become rushed and prone to inter-rater variability.
**Problem**:
- **Villain**: manual PACS workstations
- **External**: Surgimap and legacy PACS tools require clinicians to click-and-drag every vertex, consuming ten minutes per scoliosis series
- **Internal**: You feel like your surgical expertise is being wasted on clerical geometry
- **Philosophical**: Clinical expertise belongs in surgical planning, not in drawing lines on digital films.
**Success**: Clinical measurements appear natively in your PACS in under a minute, letting you move directly to surgical planning without touching a drafting tool.
**One Liner**: Every consult, orthopedic surgeons waste minutes drafting Cobb angles. Curveray automates spinal curvature measurements natively inside PACS so surgeons can focus on the patient.
**Positioning**:
- **So That**: receive sub-minute curvature metrics natively in your diagnostic viewer
- **Unlike**: Manual PACS Workstations and Surgimap
- **For Whom**: orthopedic surgeons at spine-specialty clinics
- **Category**: Automated spine measurement utility
**Call To Action**:
- **Direct**: Submit a radiograph
- **Transitional**: Download sample DICOM annotations
**Failure Stakes**:
- Compounding diagnostic backlogs
- Inconsistent inter-rater measurement variability
- Wasted surgical billing hours
**Transformation**:
- **To**: the spine center's diagnostic leader
- **From**: a PACS draftsman clicking vertices manually
**Controlling Idea**: Spinal measurements should be an automated utility, not a manual task.

## Startup Token Hero

**Genre**: founding-hypothesis
**Rendered**: Every consult, orthopedic surgeons waste minutes drafting Cobb angles. Curveray automates spinal curvature measurements natively inside PACS so surgeons can focus on the patient.
**Mechanism**: spine-derived-v1
**Template Id**: spine-founding-hypothesis
**Vocab Fingerprint**: 60bafb6f025c38b8

## Startup Token Positioning

**Genre**: moore-positioning
**Rendered**: Automated spine measurement utility for orthopedic surgeons at spine-specialty clinics. Unlike Manual PACS Workstations and Surgimap — receive sub-minute curvature metrics natively in your diagnostic viewer.
**Mechanism**: spine-derived-v1
**Template Id**: spine-moore-positioning
**Vocab Fingerprint**: 93884a67f123fdca

## Startup Token Pitch Deck

**Genre**: pitch-deck
**Rendered**: Problem: Surgimap and legacy PACS tools require clinicians to click-and-drag every vertex, consuming ten minutes per scoliosis series
Solution: Every consult, orthopedic surgeons waste minutes drafting Cobb angles. Curveray automates spinal curvature measurements natively inside PACS so surgeons can focus on the patient.
Customer: orthopedic surgeons at spine-specialty clinics
Unlike: Manual PACS Workstations and Surgimap
**Mechanism**: spine-derived-v1
**Template Id**: spine-pitch-deck
**Vocab Fingerprint**: 94ca7389304f94e7

## Startup Token M E D D P I C C

**Pain**: Surgimap and legacy PACS tools require clinicians to click-and-drag every vertex, consuming ten minutes per scoliosis series
**Metrics**: Target: Clinical measurements appear natively in your PACS in under a minute, letting you move directly to surgical planning without touching a drafting tool.
**Rendered**: Pain: Surgimap and legacy PACS tools require clinicians to click-and-drag every vertex, consuming ten minutes per scoliosis series
Economic buyer: Radiology IT Administrator
Metrics: Target: Clinical measurements appear natively in your PACS in under a minute, letting you move directly to surgical planning without touching a drafting tool.
Competition: Manual PACS Workstations and Surgimap
**Mechanism**: spine-derived-v1
**Competition**: Manual PACS Workstations and Surgimap
**Economic Buyer**: Radiology IT Administrator
**Vocab Fingerprint**: 05e642a22056d019

## Startup Token Cold Email

**Genre**: cold-email
**Rendered**: Subject: Automated spine measurement utility for orthopedic surgeons at spine-specialty clinics

orthopedic surgeons at spine-specialty clinics — Surgimap and legacy PACS tools require clinicians to click-and-drag every vertex, consuming ten minutes per scoliosis series Every consult, orthopedic surgeons waste minutes drafting Cobb angles. Curveray automates spinal curvature measurements natively inside PACS so surgeons can focus on the patient.
**Mechanism**: spine-derived-v1
**Template Id**: spine-cold-email
**Vocab Fingerprint**: e648cbe6455c2efc

## Startup Token Agent Spec

**Genre**: ai-agent-spec
**Rendered**: Automated spine measurement utility. Every consult, orthopedic surgeons waste minutes drafting Cobb angles. Curveray automates spinal curvature measurements natively inside PACS so surgeons can focus on the patient. Serves orthopedic surgeons at spine-specialty clinics.
**Mechanism**: spine-derived-v1
**Template Id**: spine-ai-agent-spec
**Vocab Fingerprint**: 534f6982acf78ea8

## Neighborhood

### Candidate solutions

- [Defect Reporting Latency](/Problems/Defect_Reporting_Latency) — candidate solution for · Problems

### Composed of

- [Volumetric Report Service](/Services/Volumetric_Report_Service) — composes · Services
- [Flaw Characterization Agent](/Agents/Flaw_Characterization_Agent) — composes · Agents
- [Code Cross-Reference Worker](/Agents/Code_Cross-Reference_Worker) — composes · Agents
- [Defect Recognition Engine](/Software/Defect_Recognition_Engine) — composes · Software
- [Volumetric Streaming API](/Software/Volumetric_Streaming_API) — composes · Software
- [Scan Triage Worker](/Agents/Scan_Triage_Worker) — composes · Agents
- [Defect Reporting Service](/Services/Defect_Reporting_Service) — composes · Services
- [Volumetric Ingestion API](/Software/Volumetric_Ingestion_API) — composes · Software

### Competitors

- [Medicrea UNiD](/Competitors/Medicrea_UNiD) — competes with · Competitors
- [Brainlab TraumaCad](/Competitors/Brainlab_TraumaCad) — competes with · Competitors
- [EOS Imaging](/Competitors/EOS_Imaging) — competes with · Competitors
- [Manual PACS Workstations](/Competitors/Manual_PACS_Workstations) — competes with · Competitors
- [Surgimap](/Competitors/Surgimap) — competes with · Competitors
- [Physical SD Cards](/Competitors/Physical_SD_Cards) — competes with · Competitors
- [Evident OmniPC Software](/Competitors/Evident_OmniPC_Software) — competes with · Competitors
- [Zetec TomoView Analysis](/Competitors/Zetec_TomoView_Analysis) — competes with · Competitors
- [MISTRAS PCMS Platform](/Competitors/MISTRAS_PCMS_Platform) — competes with · Competitors
- [Physical SD Card Transport](/Competitors/Physical_SD_Card_Transport) — competes with · Competitors
- [Evident OmniPC](/Competitors/Evident_OmniPC) — competes with · Competitors
- [Zetec TomoView](/Competitors/Zetec_TomoView) — competes with · Competitors
- [MISTRAS PCMS](/Competitors/MISTRAS_PCMS) — competes with · Competitors
- [Manual SD Card Transport](/Competitors/Manual_SD_Card_Transport) — competes with · Competitors
- [SD card transport](/Competitors/SD_card_transport) — competes with · Competitors

### Embodies

- [Service-as-Software](/Theses/Service-as-Software) — embodies · Theses
- [Software](/Theses/Software) — embodies · Theses

### What it offers

- [Curveray Spine Analyzer](/Services/Curveray_Spine_Analyzer) — offers · Services
- [Curveray Volumetric Engine](/Software/Curveray_Volumetric_Engine) — offers · Software
- [Curveray ADR Engine](/Software/Curveray_ADR_Engine) — offers · Software

### Who it serves

- [Non-Destructive Testing (NDT) Contractor](/CompanyTypes/Non-Destructive_Testing_(NDT)_Contractor) — serves · CompanyTypes

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