# Heavymill

*/Startups/Heavymill*

## Startup Overview

This data infrastructure extracts and normalizes raw CNC telemetry into standardized JSON streams. It connects directly to industrial milling and turning centers, converting opaque machine protocols into clean, structured data ready for immediate software integration.

Precision machine shops and manufacturing floors operate in fragmented hardware ecosystems where vital operational data remains trapped behind proprietary controllers. Instead of relying on manual USB data pulls or deploying expensive, vendor-locked hardware networking equipment, production managers use this system to route live spindle speeds, feed rates, and fault codes directly into existing enterprise software.

Unlike legacy platforms such as PTC ThingWorx or MachineMetrics, the architecture is entirely hardware-agnostic and API-native. By eliminating the need for proprietary edge gateways, it enables engineering teams to query heterogeneous machine fleets using standard web protocols without installing new physical infrastructure.

## Startup Founding Hypothesis

**Approach**: that normalizes raw CNC telemetry into standardized JSON streams
**Competitors**:
- [PTC ThingWorx](/Competitors/PTC_ThingWorx)
- [MachineMetrics](/Competitors/MachineMetrics)
- [manual USB data pulls](/Competitors/manual_USB_data_pulls)
**Differentiator2x2**: hardware-agnostic and API-native, eliminating the need for proprietary edge gateways

## Startup Solution Coordinate

**Solution**: [Telemetry Stream Engine](/Software/Telemetry_Stream_Engine)

## Startup Position2x2

```mermaid
quadrantChart
    title CNC Telemetry Normalization
    x-axis Proprietary Edge Gateway --> Hardware-Agnostic
    y-axis Manual/Closed Ecosystem --> API-Native JSON Streams
    quadrant-1 Scalable Open Integration
    quadrant-2 Heavy Enterprise Lock-in
    quadrant-3 Physical Data Silos
    quadrant-4 Unstructured Data Exhaust
    manual USB data pulls: [0.15, 0.15]
    PTC ThingWorx: [0.25, 0.80]
    MachineMetrics: [0.60, 0.65]
    Heavymill: [0.90, 0.85]
```

## Startup Offer

**Proof**:
- Aiming to deliver 99.9% uptime for continuous factory-floor telemetry streaming.
- Targeting a 100% reduction in proprietary edge-gateway hardware costs for mid-sized machine shops.
- Designed to stream 10Hz machine state data into downstream ERPs with sub-100ms API latency.
**Tiers**:
- Name: Standard Spindle · Price: ~$40–$80/mo per active machine · Inclusions: Continuous JSON telemetry streaming at 1Hz polling rate, standard protocol support (MTConnect, OPC-UA, FOCAS), and 7-day rolling payload retention.
- Name: High-Frequency Fleet · Price: ~$300–$600/mo per 10-machine block · Inclusions: Includes 10 simultaneous machine streams, 10Hz high-frequency polling, priority webhook delivery, and 30-day payload retention.
- Name: Enterprise Firehose · Price: site license: ~$2k–$5k/mo per facility · Inclusions: Unlimited machine streams for a single factory floor, sub-second latency, custom JSON payload shaping, and dedicated Kafka or MQTT endpoint delivery.
**Guarantee**: If Heavymill cannot normalize your standard CNC protocol (MTConnect, OPC-UA, or FOCAS) into a stable JSON stream within 14 days of network configuration, we refund that month's usage and assign an integration engineer at no cost until the stream resolves.
**Business Function**: ProvideService
**Objection Handlers**:
- Objection: Our older machines only have serial ports, not ethernet. Rebuttal: Heavymill is designed to ingest traffic from standard off-the-shelf serial-to-ethernet adapters, bypassing the need for proprietary gateway boxes.
- Objection: Streaming constant CNC data will saturate our factory bandwidth. Rebuttal: The intended software architecture applies local batching and payload compression before leaving the network, minimizing outbound bandwidth overhead.
- Objection: We already pay for a vendor like MachineMetrics to see our machine status. Rebuttal: Heavymill is a pure data pipeline designed to feed your own data lake, AI models, or existing ERPs, rather than locking you into a closed dashboard ecosystem.
- Objection: Formatting the raw FOCAS data usually requires a specialized consultant. Rebuttal: Heavymill abstracts the protocol layer entirely, emitting standardized, developer-ready JSON regardless of the underlying machine brand.
**Pricing Architecture**: MeteredStreaming
**Agent Checkout Support**:
- agentic-commerce-protocol

## Startup Brand

**Voice**: Direct and technical, prioritizing exact precision for industrial software developers.
**Tagline**: Standardized JSON telemetry from any CNC machine on your floor.
**Icon Concept**: spindle
**Palette Intent**: industrial-safety
**Visual Identity**: The visual identity contrasts high-visibility safety yellow against matte gunmetal to evoke heavy shop-floor machinery alongside monospaced code-editor typography.
**Archetype Reference**: the-sage

## Startup Buyer Chain

**Chain**: Heavymill → Industrial IT Engineer → Plant Operations Manager
**Gtm Motion**: Acquisition relies on bottom-up developer adoption where industrial engineers test the API on a single CNC machine's telemetry. Expansion is driven by licensing additional machines across the factory floor and upgrading to multi-site enterprise tiers based on total data volume.
**Agent Channel**: Designed to list in structured API catalogs and AI agent tool registries, allowing autonomous predictive maintenance agents to discover and query the CNC telemetry endpoints.
**Primary Channel**: Search intent for specific machine data extraction queries (e.g., Fanuc FOCAS to JSON or Haas CNC API) that land developers directly into Heavymill's open API documentation.

## Startup Customer Journey

```mermaid
flowchart LR; A[Protocol Extraction Search] --> B[API Documentation]; B --> C[Single Machine Endpoint]; C --> D[JSON Telemetry Pipeline]; D --> E[Fleet Telemetry Block]; E --> F[Enterprise Site License]; F --> G[Agent Tool Registry];
```

## Startup Proof Points

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

**Pilot Goals**:
- 14-day Standard Spindle pilot on 5 varied CNC machines: Aims to validate the successful normalization of MTConnect, OPC-UA, and FOCAS protocols into a single unified JSON stream.
- 30-day Enterprise Firehose deployment on a single shop floor: Targets the uninterrupted delivery of high-frequency payloads to a dedicated MQTT endpoint with zero dropped packets.
**Target Metrics**:
- Target: 100% reduction in edge-gateway hardware expenditures per facility
- Aim: <100ms API latency for delivering 10Hz machine state payloads
- Target: 99.9% uptime for continuous factory-floor telemetry streaming
- Target: 14-day maximum time from network configuration to stable JSON stream delivery
**Target Case Studies**:
- Mid-sized CNC machine shop Operations Manager: Transforms raw multi-vendor machine data into a standardized JSON stream for an internal ERP, eliminating edge-gateway hardware dependencies.
- Enterprise Aerospace Manufacturing IT Director: Streams 10Hz spindle telemetry across a 50-machine fleet directly into a Kafka endpoint, feeding predictive maintenance models without saturating local factory bandwidth.
- Industrial AI Vendor Head of Product: Bypasses custom per-client hardware integrations by consuming standard Heavymill JSON streams to feed machine-learning algorithms directly from the factory floor.
**Testimonial Targets**:
- Manufacturing Data Engineer: Emphasizes the technical relief of bypassing raw FOCAS protocol documentation and receiving clean, standardized JSON streams immediately.
- Plant Operations Manager: Praises the ability to route machine telemetry into a central data lake instead of paying for another closed, vendor-locked dashboard ecosystem.
- Network Administrator: Validates the low bandwidth overhead achieved by the local batching and payload compression architecture during continuous high-frequency polling.

## Startup Top Risks

**Risks**:
- Severity: existential · Description: Legacy CNC machine protocols are too closed or poorly documented to allow reliable, hardware-agnostic telemetry extraction without a physical edge gateway. · Mitigation Status: unmitigated
- Severity: high · Description: Incumbent machine OEMs deploy firmware updates that actively block third-party API polling to force customers into proprietary data ecosystems. · Mitigation Status: in-progress
- Severity: high · Description: Factory floors lack the reliable network infrastructure required to sustain an API-native telemetry streaming model without local caching hardware. · Mitigation Status: in-progress
- Severity: moderate · Description: Enterprise IT security teams reject direct machine-to-cloud data streaming due to strict internal air-gap policies for shop floor equipment. · Mitigation Status: unmitigated

## Startup Competitors

- [PTC ThingWorx](/Competitors/PTC_ThingWorx) — Incumbent Platform
- [MachineMetrics](/Competitors/MachineMetrics) — Proprietary Edge Gateway
- [Manual USB Data Pulls](/Competitors/Manual_USB_Data_Pulls) — Status Quo
- [PTC Kepware](/Competitors/PTC_Kepware) — Legacy Middleware
- [Litmus Edge](/Competitors/Litmus_Edge) — Edge Platform

## Startup Solution Stack

- [Telemetry Ingestion Service](/Services/Telemetry_Ingestion_Service) — Service-as-Software
- [Protocol Translation Agent](/Agents/Protocol_Translation_Agent) — Agent
- [Machine Polling Worker](/Agents/Machine_Polling_Worker) — Agent
- [Standardized JSON Engine](/Software/Standardized_JSON_Engine) — Software
- [CNC Telemetry API](/Software/CNC_Telemetry_API) — Software

## Startup Story Brand

**Hero**:
- **Need**: to be the architect of a custom factory intelligence system, not a hardware installer
- **Want**: to feed real-time CNC machine data into their existing ERP and BI tools
- **Identity**: the production software lead at a mid-sized machine shop
**Plan**:
- Step: Point streams · Detail: Redirect your existing machine ethernet or serial-to-ethernet traffic to the Heavymill ingestion endpoint.
- Step: Inspect · Detail: Verify the live telemetry stream in standardized JSON format within our developer console.
- Step: Pipe data · Detail: Route the normalized payload directly into your SQL database, Kafka, or custom AI models.
**Guide**:
- **Empathy**: When a custom reporting project stalls because you can't get Fanuc FOCAS data into a readable format, production visibility dies.
**Problem**:
- **Villain**: proprietary edge gateways
- **External**: Extracting machine state requires expensive PTC ThingWorx hardware or manual USB data pulls that never reach the ERP
- **Internal**: You feel trapped in closed vendor ecosystems that hold your own factory data hostage
- **Philosophical**: Every factory lead deserves raw data ownership — not a $5,000 hardware tax for a locked dashboard.
**Success**: Your factory floor becomes an API-native data source, streaming sub-second machine states directly into your internal tools without proprietary hardware.
**One Liner**: Instead of buying expensive proprietary hardware like MachineMetrics, Heavymill normalizes CNC telemetry into standardized JSON streams — giving you total data ownership for your ERP.
**Positioning**:
- **So That**: stream machine data to any tool without proprietary hardware
- **Unlike**: PTC ThingWorx and MachineMetrics
- **For Whom**: production software leads at machine shops
- **Category**: API-native CNC telemetry streaming
**Call To Action**:
- **Direct**: Start machine stream
- **Transitional**: View JSON schema
**Failure Stakes**:
- Wasted spend on redundant gateway hardware
- Stale production data in the ERP
- Vendor lock-in with closed dashboards
**Transformation**:
- **To**: one of the few production leads who builds custom factory-wide intelligence
- **From**: a technician managing manual USB data pulls
**Controlling Idea**: Industrial data belongs in the developer's hands, not a vendor's black box.

## Startup Token Hero

**Genre**: founding-hypothesis
**Rendered**: Instead of buying expensive proprietary hardware like MachineMetrics, Heavymill normalizes CNC telemetry into standardized JSON streams — giving you total data ownership for your ERP.
**Mechanism**: spine-derived-v1
**Template Id**: spine-founding-hypothesis
**Vocab Fingerprint**: d68d7e65840baa4a

## Startup Token Positioning

**Genre**: moore-positioning
**Rendered**: API-native CNC telemetry streaming for production software leads at machine shops. Unlike PTC ThingWorx and MachineMetrics — stream machine data to any tool without proprietary hardware.
**Mechanism**: spine-derived-v1
**Template Id**: spine-moore-positioning
**Vocab Fingerprint**: 234264bec9f3b294

## Startup Token Pitch Deck

**Genre**: pitch-deck
**Rendered**: Problem: Extracting machine state requires expensive PTC ThingWorx hardware or manual USB data pulls that never reach the ERP
Solution: Instead of buying expensive proprietary hardware like MachineMetrics, Heavymill normalizes CNC telemetry into standardized JSON streams — giving you total data ownership for your ERP.
Customer: production software leads at machine shops
Unlike: PTC ThingWorx and MachineMetrics
**Mechanism**: spine-derived-v1
**Template Id**: spine-pitch-deck
**Vocab Fingerprint**: b7fb6dee259ca4f3

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

**Pain**: Extracting machine state requires expensive PTC ThingWorx hardware or manual USB data pulls that never reach the ERP
**Metrics**: Target: Your factory floor becomes an API-native data source, streaming sub-second machine states directly into your internal tools without proprietary hardware.
**Rendered**: Pain: Extracting machine state requires expensive PTC ThingWorx hardware or manual USB data pulls that never reach the ERP
Economic buyer: Industrial IT Engineer
Metrics: Target: Your factory floor becomes an API-native data source, streaming sub-second machine states directly into your internal tools without proprietary hardware.
Competition: PTC ThingWorx and MachineMetrics
**Mechanism**: spine-derived-v1
**Competition**: PTC ThingWorx and MachineMetrics
**Economic Buyer**: Industrial IT Engineer
**Vocab Fingerprint**: f3f440dd4dd82f1a

## Startup Token Cold Email

**Genre**: cold-email
**Rendered**: Subject: API-native CNC telemetry streaming for production software leads at machine shops

production software leads at machine shops — Extracting machine state requires expensive PTC ThingWorx hardware or manual USB data pulls that never reach the ERP Instead of buying expensive proprietary hardware like MachineMetrics, Heavymill normalizes CNC telemetry into standardized JSON streams — giving you total data ownership for your ERP.
**Mechanism**: spine-derived-v1
**Template Id**: spine-cold-email
**Vocab Fingerprint**: 70a7453d7490ce81

## Startup Token Agent Spec

**Genre**: ai-agent-spec
**Rendered**: API-native CNC telemetry streaming. Instead of buying expensive proprietary hardware like MachineMetrics, Heavymill normalizes CNC telemetry into standardized JSON streams — giving you total data ownership for your ERP. Serves production software leads at machine shops.
**Mechanism**: spine-derived-v1
**Template Id**: spine-ai-agent-spec
**Vocab Fingerprint**: 2c2678e3abb3e839

## Neighborhood

### Candidate solutions

- [Source Heavy Plate Welders](/Problems/Source_Heavy_Plate_Welders) — candidate solution for · Problems

### What it offers

- [Telemetry Stream Engine](/Software/Telemetry_Stream_Engine) — offers · Software

### Composed of

- [Machine Polling Worker](/Agents/Machine_Polling_Worker) — composes · Agents
- [Telemetry Ingestion Service](/Services/Telemetry_Ingestion_Service) — composes · Services
- [Protocol Translation Agent](/Agents/Protocol_Translation_Agent) — composes · Agents
- [Standardized JSON Engine](/Software/Standardized_JSON_Engine) — composes · Software
- [CNC Telemetry API](/Software/CNC_Telemetry_API) — composes · Software

### Embodies

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

### Competitors

- [PTC Kepware](/Competitors/PTC_Kepware) — competes with · Competitors
- [Litmus Edge](/Competitors/Litmus_Edge) — competes with · Competitors
- [MachineMetrics](/Competitors/MachineMetrics) — competes with · Competitors
- [PTC ThingWorx](/Competitors/PTC_ThingWorx) — competes with · Competitors
- [Manual USB Data Pulls](/Competitors/Manual_USB_Data_Pulls) — competes with · Competitors

### Similar Startups

- [Floorlink](/Startups/Floorlink) — similar · Startups
- [Indus](/Startups/Indus) — similar · Startups
- [Fabricationpulse](/Startups/Fabricationpulse) — similar · Startups
- [Floorcore](/Startups/Floorcore) — similar · Startups
- [Manelding](/Startups/Manelding) — similar · Startups
- [Almelematics](/Startups/Almelematics) — similar · Startups
- [Heavyintractable](/Startups/Heavyintractable) — similar · Startups
- [Quinduct](/Startups/Quinduct) — similar · Startups
- [Physoph](/Startups/Physoph) — similar · Startups
- [Growercore](/Startups/Growercore) — similar · Startups
- [Acedrive](/Startups/Acedrive) — similar · Startups
- [Agrobase](/Startups/Agrobase) — similar · Startups
- [Aggave](/Startups/Aggave) — similar · Startups
- [Animoct](/Startups/Animoct) — similar · Startups
- [Forgeshaft](/Startups/Forgeshaft) — similar · Startups
- [Blazehicle](/Startups/Blazehicle) — similar · Startups
- [Unibio](/Startups/Unibio) — similar · Startups
- [Digitalcube](/Startups/Digitalcube) — similar · Startups
- [Delaysmill](/Startups/Delaysmill) — similar · Startups
- [Sensoratelier](/Startups/Sensoratelier) — similar · Startups