# Curveworks

*/Startups/Curveworks*

## Startup Overview

This translation engine heals and converts proprietary NURBS surface geometries between incompatible computer-aided design environments. It processes complex boundary representations, closing gaps and resolving topological errors that occur during standard file transfers.

Industrial designers and mechanical engineers frequently rebuild models when surface patches detach or deform across software handoffs. Instead of forcing engineering teams into manual CAD translation, the system intercepts corrupted geometries and reconstructs them at the mathematical level.

Legacy conversion suites like Elysium CADdoctor and Datakit CrossManager require expensive upfront licenses regardless of output fidelity. In contrast, this service operates on outcome-pricing per successful export and strictly guarantees G2 surface continuity, ensuring every delivered model maintains perfect curvature consistency without downstream patching.

## Startup Founding Hypothesis

**Approach**: that heals and translates proprietary NURBS surface geometries
**Competitors**:
- [Manual CAD translation](/Competitors/Manual_CAD_translation)
- [Elysium CADdoctor](/Competitors/Elysium_CADdoctor)
- [Datakit CrossManager](/Competitors/Datakit_CrossManager)
**Differentiator2x2**: outcome-priced per successful export and strictly guarantees G2 surface continuity

## Startup Solution Coordinate

**Solution**: [NURBS Translation Service](/Services/NURBS_Translation_Service)

## Startup Position2x2

```mermaid
quadrantChart
x-axis Traditional Licensing --> Outcome-Priced per Export
y-axis Best-Effort Translation --> Guaranteed G2 Continuity
quadrant-1 Risk-Free High-Fidelity
quadrant-2 Sunk Cost Enterprise
quadrant-3 Low-Fidelity Baseline
quadrant-4 Outcome-Priced but Flawed
Manual CAD translation: [0.15, 0.45]
Elysium CADdoctor: [0.20, 0.70]
Datakit CrossManager: [0.25, 0.35]
Curveworks: [0.85, 0.90]
```

## Startup Offer

**Proof**:
- Aiming to completely eliminate manual surface re-patching for automotive and aerospace design firms.
- Targeting a 99% first-pass success rate for proprietary CAD-to-CAD NURBS translations.
- Designed to reduce complex assembly translation turnaround times from days of manual labor to under five minutes.
**Tiers**:
- Name: Single Export · Price: ~$20–$50 per successful file · Inclusions: On-demand CAD file translation and automated healing with mathematically verified G2 surface continuity via secure web portal.
- Name: Pipeline API · Price: ~$10–$25 per successful file · Inclusions: API access intended for direct integration with PDM/PLM systems, enabling bulk geometry translation and prioritized compute queuing.
- Name: Containerized Node · Price: Custom enterprise range · Inclusions: Locally hosted deployment designed for air-gapped environments or strict IP compliance, executing translations without external network calls.
**Guarantee**: Curveworks guarantees mathematically verified G2 surface continuity on every exported geometry; if a translation fails to meet G2 tolerance or fails to import correctly into the target CAD platform, the user pays nothing for that export.
**Business Function**: ProvideService
**Objection Handlers**:
- Objection: Automated translators always break complex fillets and boundary edges. Rebuttal: Curveworks explicitly algorithms for and heals intersecting fillets to maintain strict G2 continuity before finalizing any export.
- Objection: We need the full parametric feature history, not just a 'dumb' solid. Rebuttal: Curveworks provides high-fidelity, healed boundary representation (B-rep) surfaces for manufacturing and reference; it does not preserve parametric editing trees.
- Objection: We cannot upload proprietary vehicle or aerospace body panels to a cloud server. Rebuttal: The Containerized Node tier is designed to run completely offline within your own IT infrastructure to satisfy defense and IP requirements.
**Pricing Architecture**: UsageMeter
**Agent Checkout Support**:
- agentic-commerce-protocol

## Startup Brand

**Voice**: Exacting engineering register defined by uncompromising geometric accuracy.
**Tagline**: Flawless CAD translation with guaranteed G2 surface continuity.
**Icon Concept**: caliper
**Palette Intent**: institutional-cool
**Visual Identity**: The identity pairs drafting-board blue and stark white with monospaced typography and intersecting wireframe motifs to evoke uncompromising engineering exactness.
**Archetype Reference**: the-sage

## Startup Buyer Chain

**Chain**: Curveworks → CAD Administrator / Engineering Manager → Industrial Designer / CAD Engineer
**Gtm Motion**: Acquires initial users through a self-serve web portal where engineers upload incompatible CAD files for an immediate, outcome-priced translation. Accounts expand organically from ad-hoc individual fixes to team-wide API usage agreements as engineering managers integrate the tool into bulk, automated manufacturing workflows.
**Agent Channel**: Designed to list in the LangChain tool ecosystem and structured API directories as a 'NURBS Healing' capability, allowing autonomous generative-design agents to discover and invoke the API when their generated CAD geometries fail internal surface-validation checks.
**Primary Channel**: Organic search and mechanical engineering forums (such as Eng-Tips or GrabCAD) targeting highly specific, technical queries around export failures, such as 'fix IGES surface continuity' or 'CATIA to SolidWorks G2 error'.

## Startup Customer Journey

```mermaid
flowchart LR
A[Engineering Forum] --> B[Self-Serve Web Portal]
B --> C[Incompatible CAD File]
C --> D[Healed B-Rep Surface]
D --> E[Pipeline API]
E --> F[PDM System]
```

## Startup Proof Points

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

**Pilot Goals**:
- A 30-day API integration pilot with a commercial aviation manufacturer, aiming to bulk-translate 500 complex assemblies to prove a 99% reduction in manual healing time
- A two-week on-premise Containerized Node deployment within a defense supplier's air-gapped network, targeting zero external network calls while successfully exporting 100 proprietary body panels with verified G2 continuity
**Target Metrics**:
- Target: 99% first-pass import success rate for complex B-rep NURBS geometries
- Aim: reduction from 3 days to under 5 minutes for complex assembly translation turnaround time
- Target: 100% retention of mathematically verified G2 surface continuity on delivered exports
- Aim: 0 external network pings during air-gapped node translation execution
**Target Case Studies**:
- A mid-sized Tier 1 automotive supplier (Lead Surfacing Engineer) eliminating 40 hours per week of manual surface re-patching when importing Class-A body panels between incompatible CAD platforms
- A large aerospace manufacturing contractor (PLM Administrator) integrating the Pipeline API to automate the bulk conversion of legacy assemblies into pristine B-rep solids with zero manual intervention
- A specialized industrial design consultancy (Principal Industrial Designer) utilizing the Single Export portal to send mathematically verified, G2-continuous concept surfaces to injection molding partners without import failures
**Testimonial Targets**:
- Chief Aerodynamics Engineer expressing relief that intersecting fillets and boundary edges no longer shatter when imported into their fluid dynamics simulation environment
- IT Security Director at a defense contractor confirming the Containerized Node processes classified vehicle panels completely offline to satisfy strict IP compliance
- Lead Surfacing Designer validating that the translated solids maintain pristine manufacturing tolerances without requiring hours of manual face deletion and re-lofting

## Startup Top Risks

**Risks**:
- Severity: existential · Description: Major CAD vendors like Dassault or Siemens encrypt their proprietary file formats, completely blocking the engine from reading the source NURBS data. · Mitigation Status: unmitigated
- Severity: high · Description: The healing algorithm fails to achieve the guaranteed G2 continuity on highly complex edge cases, resulting in zero revenue due to the outcome-based pricing model. · Mitigation Status: in-progress
- Severity: moderate · Description: Incumbents like Elysium adopt an identical outcome-priced model for their established translation software, neutralizing the primary business model differentiator. · Mitigation Status: unmitigated
- Severity: low · Description: Customers demand feature tree history preservation alongside surface geometry, requiring engineering resources to build non-NURBS translation features. · Mitigation Status: in-progress

## Startup Competitors

- [Manual CAD translation](/Competitors/Manual_CAD_translation) — Status Quo
- [Elysium CADdoctor](/Competitors/Elysium_CADdoctor) — Incumbent
- [Datakit CrossManager](/Competitors/Datakit_CrossManager) — Incumbent
- [Spatial InterOp](/Competitors/Spatial_InterOp) — SDK Provider
- [Open CASCADE](/Competitors/Open_CASCADE) — Open Source

## Startup Story Brand

**Hero**:
- **Need**: to be the visionary designer driving innovation, not the technician patching broken fillets
- **Want**: to translate proprietary NURBS geometries between CAD platforms without surface degradation
- **Identity**: a lead surface engineer at an automotive or aerospace design firm
**Plan**:
- Step: Upload · Detail: Upload your proprietary CAD file to the secure Curveworks portal or local container node.
- Step: Validate · Detail: Wait five minutes while the engine heals intersections and verifies G2 continuity for every surface.
- Step: Export · Detail: Download your healed B-rep geometry and only pay for exports that pass mathematical verification.
**Guide**:
- **Empathy**: Does your surface translation process still break complex fillets and leave you with non-manifold edges?
**Problem**:
- **Villain**: manual CAD translation
- **External**: Translating complex body panels into target systems requires days of manual re-patching to fix broken boundary edges and intersecting fillets in tools like Elysium CADdoctor.
- **Internal**: You feel like a janitor cleaning up digital debris instead of an engineer creating high-fidelity surfaces.
- **Philosophical**: CAD software was built for engineering creative intent, not fighting geometric translation errors.
**Success**: You deliver flawless, manufacturing-ready body panels in minutes with zero manual re-patching required.
**One Liner**: Every design cycle, lead surface engineers lose days to broken geometry. Curveworks heals and translates NURBS surfaces with guaranteed G2 continuity so teams ship manufacturing-ready files in minutes.
**Positioning**:
- **So That**: achieve guaranteed G2 surface continuity in minutes
- **Unlike**: Manual CAD translation workarounds
- **For Whom**: Automotive and Aerospace Surface Engineers
- **Category**: Automated CAD Geometry Healing Service
**Call To Action**:
- **Direct**: Translate a file
- **Transitional**: View G2 verification report
**Failure Stakes**:
- Days of manual labor
- Missed tooling deadlines
- Degraded surface quality
**Transformation**:
- **To**: free to focus on aerodynamic performance, no longer stuck fixing boundary edges
- **From**: a surface engineer buried in manual CADdoctor re-patching
**Controlling Idea**: Geometric translation should preserve engineering intent, not create manual labor.

## Startup Token Hero

**Genre**: founding-hypothesis
**Rendered**: Every design cycle, lead surface engineers lose days to broken geometry. Curveworks heals and translates NURBS surfaces with guaranteed G2 continuity so teams ship manufacturing-ready files in minutes.
**Mechanism**: spine-derived-v1
**Template Id**: spine-founding-hypothesis
**Vocab Fingerprint**: d710011b871679ac

## Startup Token Positioning

**Genre**: moore-positioning
**Rendered**: Automated CAD Geometry Healing Service for Automotive and Aerospace Surface Engineers. Unlike Manual CAD translation workarounds — achieve guaranteed G2 surface continuity in minutes.
**Mechanism**: spine-derived-v1
**Template Id**: spine-moore-positioning
**Vocab Fingerprint**: bb4044bbd98fd514

## Startup Token Pitch Deck

**Genre**: pitch-deck
**Rendered**: Problem: Translating complex body panels into target systems requires days of manual re-patching to fix broken boundary edges and intersecting fillets in tools like Elysium CADdoctor.
Solution: Every design cycle, lead surface engineers lose days to broken geometry. Curveworks heals and translates NURBS surfaces with guaranteed G2 continuity so teams ship manufacturing-ready files in minutes.
Customer: Automotive and Aerospace Surface Engineers
Unlike: Manual CAD translation workarounds
**Mechanism**: spine-derived-v1
**Template Id**: spine-pitch-deck
**Vocab Fingerprint**: 403d74c11597a4e0

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

**Pain**: Translating complex body panels into target systems requires days of manual re-patching to fix broken boundary edges and intersecting fillets in tools like Elysium CADdoctor.
**Metrics**: Target: You deliver flawless, manufacturing-ready body panels in minutes with zero manual re-patching required.
**Rendered**: Pain: Translating complex body panels into target systems requires days of manual re-patching to fix broken boundary edges and intersecting fillets in tools like Elysium CADdoctor.
Economic buyer: CAD Administrator / Engineering Manager
Metrics: Target: You deliver flawless, manufacturing-ready body panels in minutes with zero manual re-patching required.
Competition: Manual CAD translation workarounds
**Mechanism**: spine-derived-v1
**Competition**: Manual CAD translation workarounds
**Economic Buyer**: CAD Administrator / Engineering Manager
**Vocab Fingerprint**: f21313be2218e770

## Startup Token Cold Email

**Genre**: cold-email
**Rendered**: Subject: Automated CAD Geometry Healing Service for Automotive and Aerospace Surface Engineers

Automotive and Aerospace Surface Engineers — Translating complex body panels into target systems requires days of manual re-patching to fix broken boundary edges and intersecting fillets in tools like Elysium CADdoctor. Every design cycle, lead surface engineers lose days to broken geometry. Curveworks heals and translates NURBS surfaces with guaranteed G2 continuity so teams ship manufacturing-ready files in minutes.
**Mechanism**: spine-derived-v1
**Template Id**: spine-cold-email
**Vocab Fingerprint**: 75b50fc27ff90357

## Startup Token Agent Spec

**Genre**: ai-agent-spec
**Rendered**: Automated CAD Geometry Healing Service. Every design cycle, lead surface engineers lose days to broken geometry. Curveworks heals and translates NURBS surfaces with guaranteed G2 continuity so teams ship manufacturing-ready files in minutes. Serves Automotive and Aerospace Surface Engineers.
**Mechanism**: spine-derived-v1
**Template Id**: spine-ai-agent-spec
**Vocab Fingerprint**: c05388aa4418d260

## Neighborhood

### Candidate solutions

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

### Competitors

- [Open CASCADE](/Competitors/Open_CASCADE) — competes with · Competitors
- [Elysium CADdoctor](/Competitors/Elysium_CADdoctor) — competes with · Competitors
- [Datakit CrossManager](/Competitors/Datakit_CrossManager) — competes with · Competitors
- [Spatial InterOp](/Competitors/Spatial_InterOp) — competes with · Competitors
- [Manual CAD translation](/Competitors/Manual_CAD_translation) — competes with · Competitors
- [Evident OmniPC](/Competitors/Evident_OmniPC) — competes with · Competitors
- [Zetec TomoView](/Competitors/Zetec_TomoView) — competes with · Competitors
- [Manual SD Card Transport](/Competitors/Manual_SD_Card_Transport) — competes with · Competitors
- [Zetec TomoView Analysis](/Competitors/Zetec_TomoView_Analysis) — competes with · Competitors
- [Evident OmniPC Software](/Competitors/Evident_OmniPC_Software) — competes with · Competitors
- [Physical SD Card Transport](/Competitors/Physical_SD_Card_Transport) — competes with · Competitors
- [MISTRAS PCMS Platform](/Competitors/MISTRAS_PCMS_Platform) — competes with · Competitors
- [MISTRAS PCMS](/Competitors/MISTRAS_PCMS) — competes with · Competitors
- [Physical SD Cards](/Competitors/Physical_SD_Cards) — competes with · Competitors
- [SD Card Transport](/Competitors/SD_Card_Transport) — competes with · Competitors
- [Physical SD Transport](/Competitors/Physical_SD_Transport) — competes with · Competitors

### Embodies

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

### What it offers

- [NURBS Translation Service](/Services/NURBS_Translation_Service) — offers · Services
- [Volumetric Flaw Indexer](/Software/Volumetric_Flaw_Indexer) — offers · Software
- [Curveworks ADR Engine](/Software/Curveworks_ADR_Engine) — offers · Software

### Composed of

- [Flaw Dimension Worker](/Agents/Flaw_Dimension_Worker) — composes · Agents
- [Volumetric Scrubbing Agent](/Agents/Volumetric_Scrubbing_Agent) — composes · Agents
- [Turnaround Reporting Service](/Services/Turnaround_Reporting_Service) — composes · Services
- [Algorithmic Recognition Engine](/Software/Algorithmic_Recognition_Engine) — composes · Software
- [Scan Telemetry API](/Software/Scan_Telemetry_API) — composes · Software
- [Scan Reporting Service](/Services/Scan_Reporting_Service) — composes · Services
- [Dimension Extraction Worker](/Agents/Dimension_Extraction_Worker) — composes · Agents
- [Defect Recognition Engine](/Software/Defect_Recognition_Engine) — composes · Software
- [Flaw Characterization Agent](/Agents/Flaw_Characterization_Agent) — composes · Agents
- [Volumetric Streaming API](/Software/Volumetric_Streaming_API) — composes · Software

### Who it serves

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

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