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HEAVYTECH ORIGIN

HeavyTech ORIGIN™

The Intelligent Machine Platform.

Developed to power HeavyTech's own machines, ORIGIN combines certified hardware, advanced perception, machine-state estimation, AI runtime software, and vehicle integration into a single engineering platform for intelligent off-highway equipment.

Patent Pending

Validated Platform

ORIGIN Certified Hardware

Made for Off-Highway Equipment

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WHY ORIGIN EXISTS

Machines understand hydraulics.Now they can understand themselves.

ORIGIN addresses the gap between traditional machine signals and direct machine understanding needed for intelligent off-highway operations.

Traditional machine signals

  • Engine speed
  • Hydraulic pressure
  • Temperatures
  • Joystick position

Machine understanding examples

  • Where the bucket actually is
  • Machine state
  • Work progress
  • Operator intent
  • Surroundings

These examples represent platform objectives and integration targets, and available outputs vary by development and validation scope.

ORIGIN closes that gap.

WHAT ORIGIN IS

A complete engineering platform for intelligent off-highway machines.

ORIGIN is a certified hardware and software platform that transforms camera data into actionable machine intelligence for operators, vehicle controllers, and engineering systems.

Boundary

Not a camera.

Boundary

Not an AI model.

Boundary

Not just software.

Resolution

A complete engineering platform.

Origin status: Validated Platform

PUBLIC SYSTEM ARCHITECTURE

From sensing to machine-level integration.

ORIGIN is presented publicly as a six-stage architecture that connects sensing, runtime execution, machine intelligence, and vehicle integration.

Multi-Camera System

Sensing foundation for machine-awareness inputs.

ORIGIN Certified Hardware

Controlled hardware platform for predictable deployment behavior.

ORIGIN Runtime

Managed runtime environment connecting sensing to integration outputs.

Machine Intelligence

Actionable intelligence outputs for operators and engineering systems.

ORIGIN API

Public integration layer for machine and software interfaces.

Vehicle Control System

Machine-level integration destination for customer control strategies.

Public ORIGIN architecture

Six-stage public system path from sensing through vehicle integration.

Multi-Camera System

Sensing foundation for machine-awareness inputs.

  • synchronized cameras
  • global shutter
  • calibration
  • environment awareness

ORIGIN Certified Hardware

Controlled hardware platform for predictable deployment behavior.

  • qualified compute
  • validated interfaces
  • deterministic performance
  • supported configurations

ORIGIN Runtime

Managed runtime environment connecting sensing to integration outputs.

  • camera management
  • recording
  • replay
  • calibration
  • health monitoring
  • AI runtime
  • machine intelligence
  • API

Machine Intelligence

Actionable intelligence outputs for operators and engineering systems.

  • machine-state estimation
  • operator awareness
  • work-tool tracking
  • perception
  • event detection
  • safety support
  • data collection

ORIGIN API

Public integration layer for machine and software interfaces.

  • vehicle controllers
  • HMIs
  • CAN networks
  • Ethernet
  • telemetry
  • fleet software
  • automation systems

Vehicle Control System

Machine-level integration destination for customer control strategies.

  • customer or machine-level integration destination

ORIGIN RUNTIME OVERVIEW

A controlled runtime workflow for sensing, intelligence, and integration.

The ORIGIN Runtime provides a controlled environment connecting sensing operations, engineering workflows, machine intelligence outputs, and vehicle integration endpoints.

Camera Manager

Recording

Replay

Calibration

Health Monitoring

AI Runtime

Machine Intelligence

API

ORIGIN Runtime workflow

Public runtime stages for sensing operations, intelligence output, and integration APIs.

Runtime framing

Controlled runtime environment

Runtime behavior and outputs are managed within approved configurations to support repeatable engineering validation and integration.

Prototype

Validated Platform

Pilot Available

Custom Integration

CORE CAPABILITIES

Machine intelligence built for off-highway systems.

ORIGIN combines sensing, machine-state understanding, engineering tools, diagnostics, and vehicle integration within one controlled hardware and software platform.

Perception

Success status: Validated Platform

Processes machine-mounted camera data to support environmental and machine awareness.

Machine-State Estimation

Neutral status: Platform Capability

Estimates relevant physical operating states of the machine or work implement from visual observations.

Operator Assistance

Origin status: Custom Integration

Supports operator-facing information and workflows through application-specific integration.

Recording & Replay

Success status: Validated Platform

Captures synchronized engineering data and supports repeatable offline evaluation.

Calibration

Machine status: Pilot Available

Provides workflows for camera, system, and machine-specific calibration.

Diagnostics & Health Monitoring

Machine status: Pilot Available

Monitors supported sensors, compute, runtime services, and system status.

Data Logging

Neutral status: Platform Capability

Collects application-relevant data for engineering, validation, and future model development.

Engineering Tools

Machine status: In Development

Supports configuration, inspection, replay, validation, and system-integration workflows.

ENGAGEMENT MODELS

Choose the right path into ORIGIN.

ORIGIN programs can begin with a development platform, progress through a pilot integration, or be structured as a complete application-specific system.

ORIGIN Development Kit

OEM and engineering teams evaluating ORIGIN within a controlled development program.

Provides a guided entry point for teams validating ORIGIN on target applications before broader integration.

Program scope may include

  • ORIGIN Certified Hardware
  • ORIGIN Runtime software
  • supported camera configuration
  • development documentation
  • engineering tools
  • initial technical support
Best for
Evaluation and early engineering.
HeavyTech involvement
Platform onboarding and technical guidance.
Customer involvement
Hands-on development and application exploration.
Typical output
Working evaluation platform and initial engineering findings.
Customization level
Low to moderate based on evaluation objectives.
Integration scope
Limited machine-specific integration during early development.
Request Development Kit

ORIGIN Pilot Integration

Teams preparing machine-specific validation and integration with HeavyTech engineering support.

HeavyTech works alongside the customer to integrate ORIGIN into a target machine or application.

Program scope may include

  • machine review
  • camera-placement study
  • system design
  • installation support
  • calibration
  • data collection
  • custom training
  • API integration
  • validation
Best for
Machine-specific evaluation and prototype integration.
HeavyTech involvement
Collaborative engineering through integration and validation.
Customer involvement
Joint machine access, reviews, and integration decisions.
Typical output
Calibrated pilot configuration with application-specific outputs.
Customization level
Moderate to high based on machine and application requirements.
Integration scope
Direct integration with target machine systems and interfaces.
Discuss a Pilot

Complete ORIGIN System

Programs requiring a complete application-specific ORIGIN platform and integration plan.

HeavyTech delivers an application-specific hardware, software, integration, and validation program.

Program scope may include

  • certified hardware
  • supported cameras
  • ORIGIN Runtime
  • application-specific outputs
  • integration engineering
  • calibration
  • model development or training
  • validation
  • production-planning support
Best for
Application-specific deployment programs with broad engineering scope.
HeavyTech involvement
HeavyTech-led system design, integration, and validation planning.
Customer involvement
Program collaboration across machine, controls, and operations teams.
Typical output
Configured ORIGIN platform and validated integration program scope.
Customization level
High and application-specific.
Integration scope
Broad integration across machine interfaces and operator workflows.
Start an Integration Project

VALIDATION

Proven on HeavyTech machines. Adaptable to yours.

HeavyTech ORIGIN™ validation positioning emphasizes approved machine-program evidence and structured pathways for additional categories through engineering integration.

Validated on compact track loaders.

Validated

Compact Track Loaders

Success status: Validated Platform

Validated platform category with approved ORIGIN machine-program evidence.

  • Final output scope remains application-specific and integration-scoped.

Custom Programs

Excavators

Origin status: Custom Integration

Available through custom training and integration support.

Wheel Loaders

Origin status: Custom Integration

Evaluated through application-specific integration and validation programs.

Agricultural Equipment

Warning status: Application Review

Subject to machine review, requirements definition, and validation planning.

Material Handling

Warning status: Application Review

Program scope depends on machine architecture and interface readiness.

Forestry Equipment

Warning status: Application Review

Integration pathway is defined per machine, workflow, and operating environment.

Mining Equipment

Warning status: Application Review

Supported through project-specific engineering and validation definition.

Municipal Equipment

Warning status: Application Review

Evaluated through application-specific integration objectives and constraints.

Future Opportunities

Other off-highway and specialty vehicle applications

Neutral status: Future Opportunity

Subject to engineering review, machine evaluation, and validation planning.

Validation evidence categories

Evidence categories are shown at a public-safe level without quantitative performance claims.

  • physical machine integration
  • camera placement evaluation
  • calibration
  • synchronized recording
  • deterministic replay
  • diagnostics
  • machine-state output review
  • field and workshop testing

OEM INTEGRATION

Structured integration from machine review to deployment.

HeavyTech ORIGIN™ programs follow a structured engineering path from discovery through deployment planning, with stage scope adapted to application requirements.

1. Discovery

Define the machine, application, intended outputs, operating environment, and integration objectives.

2. Machine Review

Review machine architecture, available mounting locations, interfaces, operating conditions, and program constraints.

3. System Design

Define supported camera placement, certified hardware configuration, integration approach, and engineering scope.

4. Installation

Install and connect the supported ORIGIN hardware and camera system on the target machine.

5. Calibration

Perform machine-specific camera and system calibration using approved ORIGIN workflows.

6. Data Collection and Training

Collect application-relevant data and prepare machine-specific intelligence outputs where custom training is required.

7. API Integration

Connect approved ORIGIN outputs to operator interfaces, vehicle controllers, telemetry, or engineering systems.

8. Validation

Evaluate system behavior against agreed program requirements in workshop and representative operating conditions.

9. Deployment Planning

Define production, support, hardware, software, calibration, and validation requirements for intended deployment scope.

OEM integration workflow

Program stages are applied according to machine requirements, integration scope, and validation objectives.

Workflow stage detail

  1. Discovery: Define the machine, application, intended outputs, operating environment, and integration objectives.
  2. Machine Review: Review machine architecture, available mounting locations, interfaces, operating conditions, and program constraints.
  3. System Design: Define supported camera placement, certified hardware configuration, integration approach, and engineering scope.
  4. Installation: Install and connect the supported ORIGIN hardware and camera system on the target machine.
  5. Calibration: Perform machine-specific camera and system calibration using approved ORIGIN workflows.
  6. Data Collection and Training: Collect application-relevant data and prepare machine-specific intelligence outputs where custom training is required.
  7. API Integration: Connect approved ORIGIN outputs to operator interfaces, vehicle controllers, telemetry, or engineering systems.
  8. Validation: Evaluate system behavior against agreed program requirements in workshop and representative operating conditions.
  9. Deployment Planning: Define production, support, hardware, software, calibration, and validation requirements for intended deployment scope.

HeavyTech typically supports

  • ORIGIN system architecture
  • certified hardware configuration
  • camera placement
  • calibration
  • data and model workflows
  • runtime configuration
  • API integration support
  • validation planning

Customer typically supports

  • machine access
  • operating requirements
  • vehicle-interface information
  • engineering contacts
  • representative operating conditions
  • integration review
  • validation criteria
  • deployment constraints

Potential deliverables

Typical deliverables may include

  • system architecture summary
  • camera-placement recommendation
  • certified hardware configuration
  • installation guidance
  • calibration procedure
  • configured ORIGIN Runtime
  • approved output definitions
  • API integration guidance
  • validation plan
  • validation summary
  • production-planning recommendations
Discuss an ORIGIN IntegrationContact HeavyTech

ENGINEERING BEYOND THE PLATFORM

Engineering built for real machines.

HeavyTech supports ORIGIN programs with machine review, system architecture, camera placement, hardware integration, software interfaces, calibration, prototype installation, validation, and production planning.

Machine Integration

Review machine architecture, packaging, power, thermal, environmental, service, and installation requirements.

Camera and Sensor Placement

Evaluate supported camera locations, fields of view, mounting, protection, calibration, and service access.

ORIGIN Runtime Integration

Configure the supported runtime environment, engineering workflows, diagnostics, and application outputs.

Vehicle Interfaces

Support integration with operator displays, vehicle controllers, CAN, Ethernet, telemetry, and engineering systems.

Prototype Installation

Support supported hardware installation, wiring, calibration, initial operation, and prototype iteration.

Validation and Production Planning

Define application validation, configuration control, calibration, support, and future deployment requirements.

HeavyTech develops complete machine systems and applies that cross-disciplinary perspective across mechanical, electrical, software, sensing, controls, operator, and service considerations according to project scope.

Explore Engineering & OEM IntegrationDiscuss an ORIGIN Program

ORIGIN CERTIFIED HARDWARE

A controlled platform for predictable deployment.

Certified configurations align compute, supported cameras, interfaces, diagnostics, and runtime behavior so ORIGIN programs can be integrated and validated with repeatable engineering workflows.

ORIGIN software operates exclusively on ORIGIN Certified Hardware.

Value pillar

Predictable Performance

Hardware and software are evaluated together as one supported ORIGIN configuration.

Value pillar

Validated Interfaces

Supported sensor, display, vehicle, and networking interfaces are defined within the program scope.

Value pillar

Repeatable Calibration

Controlled configurations support documented installation and calibration workflows.

Value pillar

Controlled Software Environment

Runtime, diagnostics, deployment, and update behavior are managed within a known platform.

Value pillar

Supportable Deployment

HeavyTech can troubleshoot, validate, and support configurations that remain within approved hardware boundaries.

Certified hardware configurations are defined by machine application and program scope. Approved configurations may vary by integration requirements.

TECHNICAL RESOURCES

Resources for engineering evaluation.

Public product information and integration resources will be released as ORIGIN programs and documentation mature.

ORIGIN Product Brief

Public overview of HeavyTech ORIGIN™ platform positioning, scope, and integration context.

Neutral status: Coming Soon

Resource coming soon. This resource is planned and not yet publicly available.

ORIGIN Architecture Overview

Public-safe architecture summary for sensing, runtime, and machine-level integration context.

Neutral status: Coming Soon

Resource coming soon. This resource is planned and not yet publicly available.

ORIGIN Integration Guide Summary

Machine-integration summary for supported interface pathways, calibration preparation, and validation planning.

Warning status: NDA ControlledWarning status: NDA Required

NDA-controlled resource. This resource requires an approved confidential engagement.

ORIGIN Public API Overview

High-level description of approved integration surfaces for operator and engineering systems.

Warning status: NDA ControlledNeutral status: Request Access

Request access required. This resource is discussed through an approved HeavyTech request pathway.

ORIGIN Patent Overview

Public-safe overview of patent posture and intellectual-property framing without unpublished claim detail.

Warning status: NDA ControlledNeutral status: Request Access

Request access required. This resource is discussed through an approved HeavyTech request pathway.

View Technical ResourcesContact HeavyTech

FREQUENTLY ASKED QUESTIONS

ORIGIN questions, answered.

What is HeavyTech ORIGIN™?

HeavyTech ORIGIN™ is a certified hardware and software platform for machine sensing, machine-state understanding, engineering workflows, and vehicle integration in off-highway equipment.

Why does ORIGIN require certified hardware?

Controlled hardware configurations support predictable performance, validated interfaces, repeatable calibration, diagnostics, and reliable engineering support.

Can ORIGIN integrate with an existing machine?

Yes, subject to machine review, supported hardware, camera placement, calibration, custom outputs, API integration, and application validation.

Which machine categories are supported?

Validated categories, custom programs, and future opportunities are presented separately. Compact track loaders are validated today, while additional categories are addressed through machine-specific engineering programs.

What is customized for each application?

Customization typically includes application outputs, machine-specific training where required, calibration, ORIGIN API integration, operator or engineering interfaces, and the validation plan.

What engagement model is right for our project?

Development Kit supports controlled evaluation, Pilot Integration supports collaborative machine-specific work, and Complete ORIGIN System supports broader HeavyTech-led integration programs.

Is ORIGIN production-ready?

ORIGIN is an operational development and validation platform. Production deployment depends on machine requirements, supported hardware, integration scope, calibration, validation, and production-planning outcomes.

How does a pilot program begin?

Pilot programs begin with discovery and machine review through HeavyTech Engineering and OEM Integration, followed by scoped integration planning for the target application.

START YOUR ORIGIN PROGRAM

Build the next generation of intelligent machines.

Evaluate ORIGIN with a certified development platform, discuss a machine-specific pilot, or begin a complete integration program with HeavyTech.

Request Development KitDiscuss a PilotContact Engineering