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Chang Robotics

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uuid000698c

Namestring
Chang Robotics
Legal namestring
Chang Robotics, LLC
Company typeenum
Private
Founded yearint
2017
Operating statusenum
Operating
Ownership categoryenum
Headcount rangeband
11–50
akta.pro rankint
HeadquartersJacksonville Beach, United States
HQ citystring
Jacksonville Beach
HQ countrystring
United States
HQ regionstring
North America
Markets served

Serves global market

Offices2 records

Each record includes

City, Country, Type, Description, Source

Keyword5 values
collaborative robotics, autonomous mobile robots, manufacturing automation, robotics integration services, factory automation engineering
Industry3 codes
1Industrial Robotics & Cobots
CodeIMAIAMABPrimaryYes
2Collaborative Robots (Cobots)
CodeIMAHAHABPrimaryNo
3Industrial & Warehouse Robotics
CodeHDAAAIAAPrimaryNo
NAICS code2 codes
  • Computer Systems Design Services541512
  • Computer Systems Design and Related Services54151
SIC code1 code
  • Services-Computer Integrated Systems Design7373
Product category
Industrial Automation & Robotics Integration
Social media profiles2 records
GTM motion2 records

Each record includes

Type, Description, Source

Revenue model3 records
1Automation System Deployment
TypeProfessional Services
Description

Custom-designed autonomous and collaborative robotic systems for manufacturers. Revenue derived from designing, engineering, procuring, and implementing complete automation solutions. The company integrates best-in-class robotics hardware with customized software and AI layers.

changrobotics.ai
2Workforce Integration and Support
TypeSubscription Recurring
Description

Ongoing training, workforce integration, and support services including licenses, spare parts, and warranties to ensure continued operation after implementation.

changrobotics.ai
3Feasibility Studies
TypeProfessional Services
Description

Initial assessment services to evaluate automation opportunities and create strategic roadmaps for clients.

changrobotics.ai
Marketing channels6 records

Each record includes

Title, Type, Stage, Description, Source

Distribution channels1 record

Each record includes

Title, Type, Scope, Target buyer, Description, Source

Cost components5 values
Personnel, Technology or R&D, Operations, Marketing or Sales, Supply Chain
Pricing details2 tiers
1Feasibility Study - Initial Assessment
ModelOtherBilling cadencePay-as-you-go
Notes

Initial consultation to assess automation needs and outline roadmap

changrobotics.ai
2Custom Automation Solutions
ModelOtherBilling cadenceMulti-year contract
Notes

Project-based pricing; solutions frequently achieve breakeven point of less than two years

changrobotics.ai
GTM typeB2B
B2B
Offering typeServices
Services
Core offering1 text field

Chang Robotics is an engineering firm that designs and deploys custom automation solutions built on autonomous mobile robots (AMRs), collaborative robots (cobots), and AI-integrated factory systems for U.S. manufacturers, healthcare networks, and government clients. Every engagement starts with a Feasibility Study and proceeds through a structured Design-Install-Enhance process, integrating best-in-class third-party robotics hardware (OTTO, Hai Robotics, Siemens, ABB) with proprietary AI layers, computer vision, and workforce integration services.

Differentiator
Functional benefit
Problem solved
Quantifiable outcome1 of 3 values shown
  • Breakeven often achieved in less than two years on automation investments
+2 more records
Product overview1 text field

Chang Robotics is an engineering and robotics company founded in 2017 that offers a portfolio of autonomous and collaborative robotics solutions. The core company (Chang Robotics) provides manufacturing automation, healthcare robotics (via Curabotics subsidiary), government technology, and custom robotics services. IP Studio serves as the virtual R&D arm for patent commercialization. The company operates a Design-Install-Enhance process for deploying autonomous systems including AMRs, cobots, and custom automation across hospital networks, manufacturing facilities, and industrial environments. Notable products include the electric snow removal vehicle developed with Kodiak Technologies and the Robot Studio educational partnership with Jacksonville University.

Product and service1 record
1Manufacturing Automation
Scale indicator5 records

Each record includes

Type, Value, Description, Source

Partnership7 partners
Strategic tierCoreTypeStrategic or Co-development PartnerAnnounced on2026-04-21
Description

Expanded Robot Studio partnership by relocating the facility to JU's STEAM Institute, an academic innovation hub. The Robot Studio serves as space for programming and testing advanced autonomous mobile robots for hospital networks and industrial environments, enabling students to work alongside Chang Robotics engineers in a collaborative environment.

2OTTO by Rockwell Automation
Strategic tierCoreTypeTechnology or IntegrationAnnounced on2025-11-12
Description

Collaboration to enhance automation in manufacturing and other sectors, combining Chang Robotics' expertise in large-scale robotic deployment with OTTO's industry-leading AMR technology. Aims to accelerate AMR adoption and boost US competitiveness across manufacturing, food & beverage, automotive, consumer goods, and e-commerce sectors.

globenewswire.com
Strategic tierCoreTypeStrategic or Co-development PartnerAnnounced on2025-04-08
Description

Collaboration to unveil the world's most powerful electric and hybrid snow removal vehicle. Vehicle features dual-use power capabilities that turn it into an energy asset supporting peak shaving, emergency backup, and microgrid applications. Available in three sustainable powertrain options.

Strategic tierMinorTypeImplementation/ SI/ Consulting Partner
Description

Partner providing site selection and facility analysis services for automation deployments.

Strategic tierMinorTypeChannel Partner/ Reseller/ Distributor
Description

Partner providing robotics distribution and integration services in the Jacksonville area.

Strategic tierCoreTypeStrategic or Co-development Partner
Description

Co-founded by Kate McAfoose, President of Chang Robotics. Subsidiary focused on healthcare robotics and autonomous hospital systems deployment.

Strategic tierMinorTypeStrategic or Co-development Partner
Description

Partnership with NSF-funded research center to develop next generation of robotic dexterity. Chang Robotics joined as industry partner to advance robotic hand technology.

Recent move10 records

Each record includes

Date, Type, Title, Description, Source

Expansion highlight6 records

Each record includes

Type, Description

Peers10 records
TypeDirect peer
Description

Formic is a Robots-as-a-Service provider that integrates and deploys manufacturing automation (cobots, AMRs) for U.S. factories without large upfront capex. It is the closest business-model peer to Chang Robotics because both design, deploy, and support automation at manufacturer sites rather than sell hardware outright.

TypeDirect peer
Description

Rapid Robotics provides pre-configured cobot workcells and managed deployment services for manufacturers, with a focus on quick-to-install, ROI-driven automation. Comparable to Chang Robotics on the cobot-integration-for-manufacturing axis and on time-to-value selling motion.

TypeBroad incumbent
Description

Siemens delivers industrial automation, digital factory, and robotics integration solutions to global manufacturers. As a Chang Robotics technology partner, Siemens is also a much larger incumbent that competes for the same large-scale factory automation programs.

TypeDirect peer
Description

Locus Robotics provides autonomous mobile robots for warehouse and order-fulfillment operations, with a strong RaaS model. It competes with Chang Robotics-adjacent solutions in e-commerce and warehouse AMR deployments and overlaps on the recurring-revenue model.

TypeDirect peer
Description

MiR (a Teradyne company) produces autonomous mobile robots for industrial and healthcare logistics. It is a listed technology partner of Chang Robotics and a directly overlapping AMR vendor competing for similar manufacturing and intralogistics deployments.

TypeDirect peer
Description

Vecna Robotics develops and deploys autonomous mobile robots for material handling in manufacturing and warehouse environments. Overlaps with Chang Robotics on AMR deployments and on serving manufacturing customers with fleet orchestration and integration services.

TypeDirect peer
Description

Hai Robotics builds autonomous case-handling robots for warehousing and manufacturing logistics. Like OTTO, Hai is both a technology partner integrated by Chang Robotics and an emerging direct competitor in the North American AMR market.

TypeBroad incumbent
Description

Symbotic is a large-scale warehouse and supply-chain automation provider using AI-enabled robotics at enterprise scale. It overlaps with Chang Robotics on automation for manufacturers and large logistics customers but operates at significantly greater scale and complexity.

TypeBroad incumbent
Description

ABB is a global industrial robotics and automation incumbent that both manufactures cobots and provides integration services. As a named partner of Chang Robotics, ABB is also a competing automation vendor with its own integrator network and direct enterprise sales force.

TypeDirect peer
Description

OTTO Motors (a Rockwell Automation company) manufactures autonomous mobile robots used in factories and warehouses. While a current partner of Chang Robotics, it is also a competing AMR vendor/integrator with direct enterprise sales and a much larger installed base.

Market position
Strengths5 records

Each record includes

Headline, Details, Source

Weaknesses5 records

Each record includes

Headline, Details, Source

Competitive moat6 records

Each record includes

Type, Details

Key risks6 records

Each record includes

Headline, Details, Source

Key highlights7 records

Each record includes

Headline, Details, Source

Customer concentration

Classification, Details

Named customers3 records

Each record includes

Name, Industry, Type, Use case, Source, UUID

Segment4 records

Each record includes

Title, Type, Primary, Description, Pain point addressed, Use case, Source

Ideal customer profile3 records

Each record includes

Profile, Firmographic size, Sales motion, Sales cycle length, Buying structure, Purchase trigger, Buyer persona, Geography, Industry vertical, Primary use case, Description, Pain points, Evidence proof points, Target buyer

Technology focused
Yes
API detail
Has APIbool
No

Docs URL, Description

AI capability6 records

Each record includes

Type, Description, Source

AI maturity
App detail

Has app

Feature4 records

Each record includes

Title, Differentiator, Description, Source

Core technology
Revenue estimate
Valuation estimate
Number of profiles
Profiles9 records

Each record includes

Name, Designation, Designation category, Overview, Profile commentary, Source

Subsidiaries1 record

Each record includes

Name, Acquired on, Relationship type, Type, Business focus

Compliance3 records

Each record includes

Name, Class, Description

Funding overview

Funding stage, Last funding date, Total funding USD

Funding rounds

Each record includes

Round, Amount USD, Date, Pre money valuation, Total investors, Investors, News

Investors

Each record includes

Name, Type, Date of entry, Rounds participated, Website

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Each record includes

Name, Acquisition type, Announced date, Completed date, Status, Website, News

Investment

Each record includes

Name, Round, Announced date, Lead investor, Website, News

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Chang Robotics

Industrial Automation & Robotics Integrationchangrobotics.ai

Chang Robotics firmographics

Firmographics
Name
Chang Robotics
Legal name
Chang Robotics, LLC
Website
https://changrobotics.ai
Company type
Private
Founded year
2017
Operating status
Operating
Headcount range
11–50 employees
Ownership category
akta.pro rank

Chang Robotics industry classification

Industry
Product category
Industrial Automation & Robotics Integration
NAICS
Computer Systems Design Services (541512), Computer Systems Design and Related Services (54151)
SIC
Services-Computer Integrated Systems Design (7373)
akta.pro primary industry
Industrial Robotics & Cobots (IMAIAMAB)
akta.pro secondary industries
Collaborative Robots (Cobots) (IMAHAHAB), Industrial & Warehouse Robotics (HDAAAIAA)

Keywords

  • Collaborative robotics
  • Autonomous mobile robots
  • Manufacturing automation
  • Robotics integration services
  • Factory automation engineering

Where Chang Robotics is headquartered

Location

Headquarters

HQ city
Jacksonville Beach
HQ country
United States
HQ region
North America

Offices2 records

Markets served

Chang Robotics business model

Business model
GTM type
B2B
Offering type
Services
Cost components
Personnel, Technology or R&D, Operations, Marketing or Sales, Supply Chain

Revenue model

  1. Automation System Deployment: Custom-designed autonomous and collaborative robotic systems for manufacturers. Revenue derived from designing, engineering, procuring, and implementing complete automation solutions. The company integrates best-in-class robotics hardware with customized software and AI layers.
  2. Workforce Integration and Support: Ongoing training, workforce integration, and support services including licenses, spare parts, and warranties to ensure continued operation after implementation.
  3. Feasibility Studies: Initial assessment services to evaluate automation opportunities and create strategic roadmaps for clients.

Pricing tiers

ModelBillingPrice
OtherPay-as-you-goFeasibility Study - Initial Assessment
OtherMulti-year contractCustom Automation Solutions

Go-to-market motion2 records

Distribution channels1 record

Marketing channels6 records

Chang Robotics product offering

Product offering

Core offering

Chang Robotics is an engineering firm that designs and deploys custom automation solutions built on autonomous mobile robots (AMRs), collaborative robots (cobots), and AI-integrated factory systems for U.S. manufacturers, healthcare networks, and government clients. Every engagement starts with a Feasibility Study and proceeds through a structured Design-Install-Enhance process, integrating best-in-class third-party robotics hardware (OTTO, Hai Robotics, Siemens, ABB) with proprietary AI layers, computer vision, and workforce integration services.

Product overview

Chang Robotics is an engineering and robotics company founded in 2017 that offers a portfolio of autonomous and collaborative robotics solutions. The core company (Chang Robotics) provides manufacturing automation, healthcare robotics (via Curabotics subsidiary), government technology, and custom robotics services. IP Studio serves as the virtual R&D arm for patent commercialization. The company operates a Design-Install-Enhance process for deploying autonomous systems including AMRs, cobots, and custom automation across hospital networks, manufacturing facilities, and industrial environments. Notable products include the electric snow removal vehicle developed with Kodiak Technologies and the Robot Studio educational partnership with Jacksonville University.

Differentiator

Problem solved

Functional benefit

Products and services

  • Manufacturing Automation

Quantifiable outcome

  • Breakeven often achieved in less than two years on automation investments
  • +2 more outcomes

Companies that use Chang Robotics

Customer profile

Named customers3 records

Segments4 records

Ideal customer profiles3 records

Chang Robotics technology and API

Technology

Technology focussed Yes

API detail

Has API
No
API docs
API detail

Core technology

AI maturity

App detail

AI capability6 records

Feature4 records

Chang Robotics partnerships and signals

Strategic signal

Partnerships

Seven partnerships are on record, tiered core and minor.

  • Jacksonville UniversitycoreStrategic or Co-development Partner · 21 April 2026Expanded Robot Studio partnership by relocating the facility to JU's STEAM Institute, an academic innovation hub. The Robot Studio serves as space for programming and testing advanced autonomous mobile robots for hospital networks and industrial environments, enabling students to work alongside Chang Robotics engineers in a collaborative environment.
  • OTTO by Rockwell AutomationcoreTechnology or Integration · 12 November 2025Collaboration to enhance automation in manufacturing and other sectors, combining Chang Robotics' expertise in large-scale robotic deployment with OTTO's industry-leading AMR technology. Aims to accelerate AMR adoption and boost US competitiveness across manufacturing, food & beverage, automotive, consumer goods, and e-commerce sectors.
  • Kodiak TechnologiescoreStrategic or Co-development Partner · 8 April 2025Collaboration to unveil the world's most powerful electric and hybrid snow removal vehicle. Vehicle features dual-use power capabilities that turn it into an energy asset supporting peak shaving, emergency backup, and microgrid applications. Available in three sustainable powertrain options.
  • Site Selection GroupminorImplementation/ SI/ Consulting PartnerPartner providing site selection and facility analysis services for automation deployments.
  • Robot LabminorChannel Partner/ Reseller/ DistributorPartner providing robotics distribution and integration services in the Jacksonville area.
  • CuraboticscoreStrategic or Co-development PartnerCo-founded by Kate McAfoose, President of Chang Robotics. Subsidiary focused on healthcare robotics and autonomous hospital systems deployment.
  • NSF-Funded HAND Research CenterminorStrategic or Co-development PartnerPartnership with NSF-funded research center to develop next generation of robotic dexterity. Chang Robotics joined as industry partner to advance robotic hand technology.

Scale indicators5 records

Recent moves10 records

Expansion highlights6 records

Chang Robotics competitors and assessment

Company assessment

Direct peers

  • Formic: Formic is a Robots-as-a-Service provider that integrates and deploys manufacturing automation (cobots, AMRs) for U.S. factories without large upfront capex. It is the closest business-model peer to Chang Robotics because both design, deploy, and support automation at manufacturer sites rather than sell hardware outright.
  • Rapid Robotics: Rapid Robotics provides pre-configured cobot workcells and managed deployment services for manufacturers, with a focus on quick-to-install, ROI-driven automation. Comparable to Chang Robotics on the cobot-integration-for-manufacturing axis and on time-to-value selling motion.
  • Locus Robotics: Locus Robotics provides autonomous mobile robots for warehouse and order-fulfillment operations, with a strong RaaS model. It competes with Chang Robotics-adjacent solutions in e-commerce and warehouse AMR deployments and overlaps on the recurring-revenue model.
  • Mobile Industrial Robots (MiR): MiR (a Teradyne company) produces autonomous mobile robots for industrial and healthcare logistics. It is a listed technology partner of Chang Robotics and a directly overlapping AMR vendor competing for similar manufacturing and intralogistics deployments.
  • Vecna Robotics: Vecna Robotics develops and deploys autonomous mobile robots for material handling in manufacturing and warehouse environments. Overlaps with Chang Robotics on AMR deployments and on serving manufacturing customers with fleet orchestration and integration services.
  • Hai Robotics: Hai Robotics builds autonomous case-handling robots for warehousing and manufacturing logistics. Like OTTO, Hai is both a technology partner integrated by Chang Robotics and an emerging direct competitor in the North American AMR market.
  • OTTO Motors: OTTO Motors (a Rockwell Automation company) manufactures autonomous mobile robots used in factories and warehouses. While a current partner of Chang Robotics, it is also a competing AMR vendor/integrator with direct enterprise sales and a much larger installed base.

Broad incumbents

  • Siemens Digital Industries: Siemens delivers industrial automation, digital factory, and robotics integration solutions to global manufacturers. As a Chang Robotics technology partner, Siemens is also a much larger incumbent that competes for the same large-scale factory automation programs.
  • Symbotic: Symbotic is a large-scale warehouse and supply-chain automation provider using AI-enabled robotics at enterprise scale. It overlaps with Chang Robotics on automation for manufacturers and large logistics customers but operates at significantly greater scale and complexity.
  • ABB Robotics: ABB is a global industrial robotics and automation incumbent that both manufactures cobots and provides integration services. As a named partner of Chang Robotics, ABB is also a competing automation vendor with its own integrator network and direct enterprise sales force.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks6 records

Key highlights7 records

Customer concentration

Chang Robotics social profiles

Digital presence

Chang Robotics compliance and trust

Trust signal

Compliance3 records

Chang Robotics financial estimates

Financial estimate

Revenue estimate

Valuation estimate

Chang Robotics leadership team

Management profile

Number of profiles

Profiles9 records

Chang Robotics subsidiaries and ownership

Company hierarchy

Subsidiaries1 record

Chang Robotics funding detail

Funding detail

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

Chang Robotics M&A and investment

M&A and investment

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Chang Robotics

What does Chang Robotics do?

Chang Robotics is an engineering firm that designs and deploys custom automation solutions built on autonomous mobile robots (AMRs), collaborative robots (cobots), and AI-integrated factory systems for U.S. manufacturers, healthcare networks, and government clients. Every engagement starts with a Feasibility Study and proceeds through a structured Design-Install-Enhance process, integrating best-in-class third-party robotics hardware (OTTO, Hai Robotics, Siemens, ABB) with proprietary AI layers, computer vision, and workforce integration services.

Is Chang Robotics a public or private company?

Chang Robotics is a private company. It is classified as founder individual operated bootstrapped and is currently operating.

When was Chang Robotics founded?

Chang Robotics was founded in 2017. It employs 11 to 50 people.

Where is Chang Robotics based?

Chang Robotics is headquartered in Jacksonville Beach, United States, in the North America region.

How does Chang Robotics make money?

Three revenue lines are on record. Automation System Deployment is the primary driver. The others are workforce Integration and Support and feasibility Studies.

Who are Chang Robotics's main competitors?

Direct peers on record are Formic, Rapid Robotics, Locus Robotics, Mobile Industrial Robots (MiR), Vecna Robotics, Hai Robotics and OTTO Motors. Broad incumbents are Siemens Digital Industries, Symbotic and ABB Robotics.

Does Chang Robotics have an API?

No public API is recorded for Chang Robotics.

What industry is Chang Robotics in?

Chang Robotics's product category is Industrial Automation & Robotics Integration. Its primary akta.pro industry code is IMAIAMAB, Industrial Robotics & Cobots, with a secondary code of IMAHAHAB, Collaborative Robots (Cobots). Its NAICS code is 541512 and its SIC code is 7373.

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Live signals
FinancialContent Business PageChang Robotics Announces Winners of the 2026 Jacksonville Venture Competition (JVC)Chang Robotics announced the 2026 Jacksonville Venture Competition winner, FreightScout, an AI operating system for freight brokerages. The company, built for $40,000, is now in due diligence for Chang Robotics Fund investment and will enter full production with its founding customer in September.EIN PresswireFreightScout Enters Due Diligence for Investment From the Chang Robotics FundFreightScout, a Jacksonville freight brokerage software company, entered due diligence with the Chang Robotics Fund after winning both awards at the 2026 Jacksonville Venture Competition. The platform, built by founder Connor Miller, is live in production at a mid-market brokerage handling roughly 3,000 shipments monthly. Full production with its founding customer is scheduled for September 2026.American City Business JournalsChang Robotics strengthens automation deal with Wheel.meChang Robotics is deepening its relationship with a Norwegian robotics company to bring autonomous wheel technology to clients. The technology is intended for automation solutions that work with existing equipment and fit in tight spaces.American City Business JournalsChang Robotics strengthens automation deal with Wheel.meChang Robotics and Wheel.me renewed their partnership to integrate Wheel.me's autonomous wheel technology into Chang's client solutions. The deal follows a 2023 collaboration and expands Wheel.me's U.S. presence, with Chang's Robot Studio at Jacksonville University.Business InsiderChang Robotics and Wheel.me Partner to Make Any Cart, Shelf, or Fixture AutonomousChang Robotics and Wheel.me have expanded their partnership to integrate Wheel.me's Genius autonomous wheel platform into Chang Robotics' client solutions for American manufacturers. The platform uses lidar and 3D vision to transform standard carts, shelves, and fixtures into self-driving units capable of omnidirectional movement in confined spaces. The expanded agreement builds on a relationship established in 2023, with Wheel.me providing product support and training while Chang Robotics handles engineering and client integration.GlobeNewswireChang Robotics and Jacksonville University Expand Robot Studio Partnership with Move into STEAM InstituteChang Robotics and Jacksonville University are relocating their Robot Studio to the university's STEAM Institute, moving it closer to students and engineering programs. The facility, opened in October 2024, will now be adjacent to the CyberRange, enabling interdisciplinary collaboration in robotics and automation.JuChang Robotics and Jacksonville University Expand Robot Studio Partnership with Move into STEAM InstituteChang Robotics and Jacksonville University are expanding their Robot Studio partnership by relocating the facility from the Health Sciences Complex to JU's STEAM Institute, an academic innovation hub housing Engineering, Computing Sciences, and Design programs. The Robot Studio, originally launched in October 2024, serves as a space for programming and testing advanced autonomous mobile robots destined for deployment in hospital networks and industrial environments. The new location positions the facility adjacent to JU's CyberRange, enabling students from engineering, computing sciences, and design to work alongside Chang Robotics engineers in a collaborative environment.GlobeNewswireChang Robotics Appoints Marketing and Operations Leader Brian Keith as Chief Marketing OfficerChang Robotics appointed Brian Keith as Chief Marketing Officer to lead marketing strategy across its ecosystem. Keith founded Red Beard Consulting and brings experience in marketing automation and founder-led growth. His appointment supports Chang Robotics' expansion and acquisition pipeline.TechBullionThe Moment a Robotics Founder Walked Away from Everything and Rebuilt from ZeroMatthew Chang, Founding Partner of Chang Robotics, walked away from a lucrative acquisition offer in 2017 that would have required compromising the company's culture and values, choosing instead to rebuild from zero with all 17 team members following him. The Jacksonville, Florida-based robotics company, which specializes in autonomous systems and automation for Fortune 500 clients, has since grown to influence 10 portfolio companies within the Chang Robotics Fund. Chang's decision, which he frames through a biblical framework of risk-taking and stewardship, has become the operating philosophy driving the company's industry-first projects in e-commerce fulfillment and manufacturing automation.EvertiqChang Robotics partners with OTTO to advance automationChang Robotics and OTTO by Rockwell Automation have announced a partnership to accelerate automation in manufacturing, food & beverage, automotive, consumer goods, and e-commerce sectors. The collaboration combines Chang Robotics' expertise in large-scale robotic systems with OTTO's autonomous mobile robot technology to enhance productivity and efficiency across North American production lines and warehouses.