# Kerfarc

*/Startups/Kerfarc*

## Startup Overview

The engine ingests production-grade CAD models and automatically decimates the geometry into lightweight meshes optimized for real-time rendering. It simultaneously unwraps the resulting structures, delivering engine-ready assets without requiring manual intervention from technical artists.

Preparing manufacturing data or high-fidelity engineering files for interactive environments typically forces studios into days of tedious manual retopology. Technical directors and 3D artists face constant pipeline bottlenecks trying to balance visual fidelity against strict polygon limits. This automated engine removes the manual translation phase entirely.

Legacy optimization suites like Simplygon and InstaLOD rely on extensive parameter tuning and often degrade surface continuity. By contrast, this reduction algorithm requires zero configuration and is mathematically guaranteed to preserve the original boundary topology. This structural precision completely eliminates the need to utilize manual retopology services to fix broken edge loops or fractured UV seams.

## Startup Founding Hypothesis

**Approach**: that automatically decimates and unwraps high-poly CAD geometry
**Competitors**:
- [Simplygon](/Competitors/Simplygon)
- [InstaLOD](/Competitors/InstaLOD)
- [Manual Retopology Services](/Competitors/Manual_Retopology_Services)
**Differentiator2x2**: zero-configuration and mathematically guaranteed to preserve original boundary topology

## Startup Solution Coordinate

**Solution**: [Kerfarc Mesh Decimator](/Software/Kerfarc_Mesh_Decimator)

## Startup Position2x2

```mermaid
quadrantChart
    title Topology Preservation vs Configuration Effort
    x-axis Manual Setup --> Zero Configuration
    y-axis Lossy Decimation --> Guaranteed Topology
    quadrant-1 Turnkey & Exact
    quadrant-2 Manual & Exact
    quadrant-3 Manual & Lossy
    quadrant-4 Turnkey & Lossy
    Kerfarc: [0.85, 0.90]
    Manual Retopology Services: [0.15, 0.85]
    Simplygon: [0.75, 0.35]
    InstaLOD: [0.65, 0.40]
```

## Startup Offer

**Proof**:
- Targeting a 95% reduction in manual retopology time for environment and prop artists
- Aiming to flawlessly preserve hard-surface normals on complex multi-part industrial CAD assemblies
- Projected to process and unwrap 10-million polygon meshes in under 60 seconds
**Tiers**:
- Name: On-Demand · Price: ~$2–$5 per model · Inclusions: Pay-per-asset decimation and UV unwrapping for freelance 3D artists, capped at 50 million polygons per file.
- Name: Studio Volume · Price: ~$300–$600/mo · Inclusions: Up to 250 assets per month with priority queue processing and intended batch API access for mid-sized game and XR studios.
- Name: Enterprise Pipeline · Price: ~$15k–$30k/yr · Inclusions: Uncapped bulk processing volume, dedicated compute nodes, and intended native pipeline integrations for enterprise industrial design teams.
**Guarantee**: If the decimated output produces non-manifold geometry or alters the original boundary topology, the processing fee for that asset is fully refunded.
**Business Function**: ProvideService
**Objection Handlers**:
- Objection: Automated decimation always ruins hard surface normals and edges. Rebuttal: Kerfarc uses mathematical constraints to lock original boundary topology, guaranteeing zero degradation to your hard edges.
- Objection: We cannot upload unreleased product CAD files to a cloud tool. Rebuttal: Files are processed entirely in-memory and immediately destroyed, with intended SOC2 and zero-retention certification.
- Objection: We already use Simplygon and have dialed in our parameters. Rebuttal: Kerfarc operates with zero configuration—eliminating the need to tweak parameters or manage complex profiles for different asset types.
**Pricing Architecture**: UsageMeter
**Agent Checkout Support**:
- agentic-commerce-protocol
- stored-credential

## Startup Brand

**Voice**: Technical and precise, defined by absolute mathematical certainty.
**Tagline**: Automated CAD decimation that perfectly preserves original boundary topology.
**Icon Concept**: Chisel
**Palette Intent**: electric-signal
**Visual Identity**: The design pairs deep charcoal backgrounds with high-contrast neon green wireframe accents and monospaced typography to emphasize mathematical exactness.
**Archetype Reference**: the-sage

## Startup Buyer Chain

**Chain**: Kerfarc → Technical Art Director → Real-time 3D Studio → End Application User
**Gtm Motion**: Acquires individual technical artists via a usage-based trial where they process a limited number of high-poly CAD models to verify boundary topology preservation, expanding to enterprise contracts when studios adopt the API for their automated build pipelines.
**Agent Channel**: Intended to list in the Hugging Face Toolhub and LangChain tools registry as an automated 'mesh decimation and unwrapping' endpoint for autonomous 3D asset generation agents.
**Primary Channel**: Plugin listings in the Unreal Engine Marketplace and Blender Extensions platform, capturing search intent for 'automatic retopology' and 'CAD to game ready' tools.

## Startup Customer Journey

```mermaid
flowchart LR
A[Marketplace Plugin] --> B[Usage-Based Trial]
B --> C[Retopologized CAD Model]
C --> D[On-Demand Tier]
D --> E[Studio Volume API]
E --> F[Enterprise Pipeline]
F --> G[Studio Referral]
```

## Startup Proof Points

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

**Pilot Goals**:
- A 14-day pipeline integration pilot with a mid-sized game studio aiming to process 250 high-poly assets through the batch API, proving the targeted reduction in manual UV unwrapping time.
- A 30-day security and performance pilot with an enterprise industrial team testing complex CAD assemblies, targeting absolute hard-surface normal preservation alongside verified zero file retention.
**Target Metrics**:
- Target: 95 percent reduction in manual retopology time for complex 3D environment and prop assets
- Target: Under 60-second processing time per 10-million polygon mesh
- Target: 100 percent preservation rate of hard-surface normals on multi-part CAD assemblies
- Target: Zero non-manifold geometry errors on output meshes
**Target Case Studies**:
- A mid-sized XR game studio processing bulk environment assets, demonstrating a transformation from multi-day manual retopology to automated batch decimation with zero loss in boundary topology.
- An enterprise industrial design team handling complex multi-part CAD assemblies, validating secure in-memory processing of 10-million polygon meshes without manual hard-edge cleanup.
- A freelance 3D prop artist utilizing the on-demand tier, showcasing a 95 percent reduction in manual asset prep time while maintaining flawless hard-surface normals.
**Testimonial Targets**:
- Lead Environment Artist praising the zero-configuration batch processing that eliminates the need to tweak parameter profiles for varying asset types.
- Industrial Design Director confirming the strict zero-retention security model allows their team to safely process unreleased product CAD files.
- Freelance 3D Sculptor validating the geometric guarantee, expressing relief that the automated decimation never destroys original boundary topology.

## Startup Top Risks

**Risks**:
- Severity: existential · Description: The mathematical topology preservation algorithm fails or crashes when processing non-manifold or heavily corrupted industrial CAD exports. · Mitigation Status: in-progress
- Severity: high · Description: Target enterprise studios refuse to adopt the tool because their proprietary asset pipelines are already tightly coupled to Simplygon SDKs. · Mitigation Status: unmitigated
- Severity: high · Description: Processing massive industrial CAD datasets incurs cloud compute costs that outpace standard SaaS subscription pricing. · Mitigation Status: in-progress
- Severity: moderate · Description: The strict zero-configuration approach alienates senior technical artists who demand manual override controls for specific hero-asset edge loops. · Mitigation Status: unmitigated

## Startup Competitors

- [Simplygon](/Competitors/Simplygon) — Game-Centric Optimization
- [InstaLOD](/Competitors/InstaLOD) — Enterprise 3D Processing
- [Manual Retopology Services](/Competitors/Manual_Retopology_Services) — Status Quo
- [Pixyz Studio](/Competitors/Pixyz_Studio) — CAD Data Prep
- [Unreal Datasmith](/Competitors/Unreal_Datasmith) — Engine Tooling
- [ZBrush ZRemesher](/Competitors/ZBrush_ZRemesher) — Artist-Driven Tool

## Startup Solution Stack

- [Automated Retopology Service](/Services/Automated_Retopology_Service) — Service-as-Software
- [Geometry Decimation Agent](/Agents/Geometry_Decimation_Agent) — Agent
- [UV Unwrapping Worker](/Agents/UV_Unwrapping_Worker) — Agent
- [Topology Preservation Engine](/Software/Topology_Preservation_Engine) — Software
- [CAD Import SDK](/Software/CAD_Import_SDK) — Software

## Startup Story Brand

**Hero**:
- **Need**: to be the creative world-builder, not a technician grinding through vertices
- **Want**: to convert heavy industrial CAD files into game-ready assets instantly
- **Identity**: the 3D environment artist at a game or XR studio
**Plan**:
- Step: Upload · Detail: Drop your high-poly CAD or OBJ files into the secure processing queue.
- Step: Approve · Detail: Review the decimated wireframe and UV unwrap to confirm boundary-accurate topology.
- Step: Export · Detail: Download your optimized asset directly into your Unreal Engine or Unity pipeline.
**Guide**:
- **Empathy**: You shouldn't still be wrestling with broken normals and non-manifold mesh errors. Simplygon wasn't built to operate without hours of parameter tweaking and profile management.
**Problem**:
- **Villain**: manual retopology
- **External**: Manually cleaning high-poly CAD geometry in tools like Maya or Blender takes days of vertex manipulation.
- **Internal**: You feel like a digital janitor scrubbing meshes instead of an artist creating immersive worlds.
- **Philosophical**: Every artist deserves creative flow — not a week of manual edge-loop cleanup.
**Success**: CAD assemblies become game-ready props in sixty seconds, perfectly preserving every hard edge and normal without a single manual click.
**One Liner**: What if you could turn massive CAD files into optimized assets without any manual cleanup? Kerfarc decimates high-poly geometry with zero-configuration, delivering perfectly preserved topology in seconds.
**Positioning**:
- **So That**: convert industrial CAD to game-ready assets with zero configuration
- **Unlike**: Simplygon or manual retopology
- **For Whom**: the 3D environment artist
- **Category**: Automated CAD optimization for XR
**Call To Action**:
- **Direct**: Process an asset
- **Transitional**: View the topology guarantee
**Failure Stakes**:
- Missing production milestones due to manual cleanup
- Degraded visual quality on hard-surface edges
- Budget drain on repetitive technical debt
**Transformation**:
- **To**: free to build immersive worlds, no longer fixing broken meshes
- **From**: the prop artist buried in manual retopology
**Controlling Idea**: CAD decimation should be a mathematical certainty, not a manual chore.

## Startup Token Hero

**Genre**: founding-hypothesis
**Rendered**: What if you could turn massive CAD files into optimized assets without any manual cleanup? Kerfarc decimates high-poly geometry with zero-configuration, delivering perfectly preserved topology in seconds.
**Mechanism**: spine-derived-v1
**Template Id**: spine-founding-hypothesis
**Vocab Fingerprint**: 691758084d843f62

## Startup Token Positioning

**Genre**: moore-positioning
**Rendered**: Automated CAD optimization for XR for the 3D environment artist. Unlike Simplygon or manual retopology — convert industrial CAD to game-ready assets with zero configuration.
**Mechanism**: spine-derived-v1
**Template Id**: spine-moore-positioning
**Vocab Fingerprint**: 5c082fa63762d4ea

## Startup Token Pitch Deck

**Genre**: pitch-deck
**Rendered**: Problem: Manually cleaning high-poly CAD geometry in tools like Maya or Blender takes days of vertex manipulation.
Solution: What if you could turn massive CAD files into optimized assets without any manual cleanup? Kerfarc decimates high-poly geometry with zero-configuration, delivering perfectly preserved topology in seconds.
Customer: the 3D environment artist
Unlike: Simplygon or manual retopology
**Mechanism**: spine-derived-v1
**Template Id**: spine-pitch-deck
**Vocab Fingerprint**: ae1bbec7a2d8c96a

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

**Pain**: Manually cleaning high-poly CAD geometry in tools like Maya or Blender takes days of vertex manipulation.
**Metrics**: Target: CAD assemblies become game-ready props in sixty seconds, perfectly preserving every hard edge and normal without a single manual click.
**Rendered**: Pain: Manually cleaning high-poly CAD geometry in tools like Maya or Blender takes days of vertex manipulation.
Economic buyer: Technical Art Director
Metrics: Target: CAD assemblies become game-ready props in sixty seconds, perfectly preserving every hard edge and normal without a single manual click.
Competition: Simplygon or manual retopology
**Mechanism**: spine-derived-v1
**Competition**: Simplygon or manual retopology
**Economic Buyer**: Technical Art Director
**Vocab Fingerprint**: 5fedb7dc78946e09

## Startup Token Cold Email

**Genre**: cold-email
**Rendered**: Subject: Automated CAD optimization for XR for the 3D environment artist

the 3D environment artist — Manually cleaning high-poly CAD geometry in tools like Maya or Blender takes days of vertex manipulation. What if you could turn massive CAD files into optimized assets without any manual cleanup? Kerfarc decimates high-poly geometry with zero-configuration, delivering perfectly preserved topology in seconds.
**Mechanism**: spine-derived-v1
**Template Id**: spine-cold-email
**Vocab Fingerprint**: 7aa126d0df9a4994

## Startup Token Agent Spec

**Genre**: ai-agent-spec
**Rendered**: Automated CAD optimization for XR. What if you could turn massive CAD files into optimized assets without any manual cleanup? Kerfarc decimates high-poly geometry with zero-configuration, delivering perfectly preserved topology in seconds. Serves the 3D environment artist.
**Mechanism**: spine-derived-v1
**Template Id**: spine-ai-agent-spec
**Vocab Fingerprint**: fdb09d37a67d3399

## Neighborhood

### Candidate solutions

- [Optimize Film Roll Yield](/Problems/Optimize_Film_Roll_Yield) — candidate solution for · Problems

### What it offers

- [Kerfarc Mesh Decimator](/Software/Kerfarc_Mesh_Decimator) — offers · Software

### Composed of

- [Topology Preservation Engine](/Software/Topology_Preservation_Engine) — composes · Software
- [Automated Retopology Service](/Services/Automated_Retopology_Service) — composes · Services
- [Geometry Decimation Agent](/Agents/Geometry_Decimation_Agent) — composes · Agents
- [UV Unwrapping Worker](/Agents/UV_Unwrapping_Worker) — composes · Agents
- [CAD Import SDK](/Software/CAD_Import_SDK) — composes · Software

### Competitors

- [Simplygon](/Competitors/Simplygon) — competes with · Competitors
- [InstaLOD](/Competitors/InstaLOD) — competes with · Competitors
- [Pixyz Studio](/Competitors/Pixyz_Studio) — competes with · Competitors
- [Manual Retopology Services](/Competitors/Manual_Retopology_Services) — competes with · Competitors
- [Unreal Datasmith](/Competitors/Unreal_Datasmith) — competes with · Competitors
- [ZBrush ZRemesher](/Competitors/ZBrush_ZRemesher) — competes with · Competitors

### Embodies

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

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