Top machine learning in manufacturing companies in the United States

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Explore the top US-based companies revolutionizing manufacturing with advanced machine learning and AI solutions in 2025. Companies like Equilibrium Point in Massachusetts lead with IoT analytics, while TDK SensEI in California excels with Edge AI for smart factories. Notably, Falkonry focuses on time series AI for operational decisions. Each firm, from ITG Technologies in Florida to Ambypro AI in California, offers unique innovations across sectors, from automation to predictive maintenance, underscoring their strategic roles in Industry 4.0 advancements.

Equilibrium Point logo

Equilibrium Point

🇺🇸 Newton, MA 02461, US

Equilibrium Point specializes in transforming the manufacturing industry through innovative IoT sensor technology and advanced AI/Machine Learning solutions, offering real-time monitoring and analytics for improved operational efficiency. Their expertise spans various areas, including data governance, predictive maintenance, and machinery automation, positioning them as a leader in industrial analytics and smart manufacturing.

IoT
sensors
analytics
machine learning
data science
predictive maintenance
computer vision
automation
data governance
cloud computing
operations analytics
inventory management
Company size: 11-50
Founded: 2018
TDK SensEI logo

TDK SensEI

🇺🇸 1745 Technology Dr Suite 200

TDK SensEI specializes in developing an Edge AI platform that empowers industrial operations through advanced machine learning and artificial intelligence solutions. With a focus on scalable applications for smart factories and predictive maintenance, it leverages a team of expert AI engineers to drive innovation in the Industrial 4.0 landscape.

Edge AI
machine learning
artificial intelligence
industrial AI
smart factory
predictive maintenance
machine health
industrial automation
AI applications
data analytics
Company size: 51-200
Founded: 2012
ITG Technologies logo

ITG Technologies

🇺🇸 11235 St. Johns Industrial Parkway North, Unit 2 Jacksonville, Florida 32246, US

ITG Technologies specializes in automation machinery manufacturing, focusing on digital transformation through Industrial AI and Industry 4.0 IIoT solutions. Their innovative approach combines advanced predictive analytics and automated control systems to enhance operational efficiency, reduce downtime, and improve manufacturing processes across various sectors.

automation
industrial AI
digital transformation
predictive analytics
machine learning
IIoT
automated controls
machine safety
SCADA
MES
data management
performance optimization
Company size: 11-50
Founded: 2004
Machine Analytics logo

Machine Analytics

🇺🇸 Orange County, CA, US

Machine Analytics specializes in automation machinery manufacturing, offering AI-empowered monitoring solutions that enhance industrial IoT capabilities, predictive maintenance, and predictive quality for discrete manufacturing processes.

automation
manufacturing
monitoring
AI
industrial IoT
predictive maintenance
predictive quality
Company size: 1
Founded: 2019
dox Technologies Inc. logo

dox Technologies Inc.

🇺🇸 222 W Merchandise Mart Plaza Suite 570 (c/o Sente Foundry)

dox Technologies Inc. specializes in IT services and consulting, leveraging artificial intelligence to enhance and expedite battery testing for manufacturers. Their innovative approach incorporates machine learning and predictive maintenance to optimize the performance and reliability of battery systems.

battery testing
AI
machine learning
predictive maintenance
battery manufacturing
Company size: 2-10
Founded: 2017
Manufacturing Ai Design logo

Manufacturing Ai Design

🇺🇸 12 Torregata Loop San Jose, California 95134, US

Specializing in robotics engineering, this firm leverages AI and machine learning to optimize product designs and streamline manufacturing workflows. By automating complex processes and enabling data-driven decision-making, it enhances productivity, predictive maintenance, and sustainable practices in manufacturing.

AI
machine learning
robotics
manufacturing
predictive maintenance
design automation
data analytics
resource optimization
quality control
sustainable manufacturing
productivity
customization
Company size: 2-10
Founded: 2020
Peaxy, Inc. logo

Peaxy, Inc.

🇺🇸 2150 Trade Zone Blvd San Jose, California 95131, US

Peaxy offers a modular cloud-based software platform that leverages predictive analytics and machine learning to optimize battery storage, electrification, and defense sectors. Its innovative approach focuses on aggregating and analyzing industrial data to enhance asset quality, safety, and efficiency in R&D and manufacturing processes.

predictive analytics
battery storage
data management
machine learning
industrial analytics
data architecture
big data
clean energy
digital twin
dataset aggregation
energy storage
unstructured data
Company size: 11-50
Founded: 2012
Gauss Labs logo

Gauss Labs

🇺🇸 230 Homer Avenue Palo Alto, California 94301, US

Gauss Labs specializes in software development focused on industrial AI, leveraging machine learning and data science to transform manufacturing processes through innovative solutions like virtual metrology.

industrial AI
machine learning
data science
virtual metrology
manufacturing AI
Company size: 11-50
Founded: 2020
Quartic.ai logo

Quartic.ai

🇺🇸 240 E. Gish Road San Jose, California 95112, US

Quartic.ai specializes in software development focused on democratizing AI for process manufacturing, offering an innovative platform that leverages machine learning, analytics, and edge computing to enhance manufacturing operations. Their solutions aim to optimize batch processes, minimize waste, and facilitate autonomous manufacturing, making advanced data-driven decision-making accessible to manufacturing engineers and data scientists.

AI
process manufacturing
machine learning
analytics
edge computing
industrial automation
predictive maintenance
deep learning
anomaly detection
Industry 4.0
smart industry
self service analytics
Company size: 51-200
Founded: 2017
MicroAI logo

MicroAI

🇺🇸 777 Meadow Creek Dr Irving, Texas 75038, US

MicroAI specializes in software development, focusing on edge-native AI solutions for advanced security, predictive maintenance, and operational excellence in the Industrial Internet of Things (IIoT) sector. Their proprietary technology, including MicroAI AtomML, offers innovative asset management and optimization capabilities, positioning them as leaders in Industry 4.0 initiatives.

AI
edge computing
predictive maintenance
asset management
cybersecurity
IIoT
machine learning
operational excellence
asset optimization
big data
smart city
building automation
Company size: 51-200
Founded: 2018
Falkonry logo

Falkonry

🇺🇸 20286 Vista Ct Cupertino, California 95014, US

Falkonry specializes in software development focused on time series AI, enabling plant operators to enhance operational decision-making through advanced analytics. Its patented technology improves production uptime, quality, and yield, while offering scalable deployment options across various platforms, including onsite, edge, and cloud environments.

time series
AI
operational analytics
machine learning
predictive analytics
pattern recognition
condition monitoring
digital twins
Industry 4.0
manufacturing
IIoT
operational excellence
Company size: 51-200
Founded: 2012
Auredia logo

Auredia

🇺🇸 Houston, US

Auredia specializes in manufacturing software that integrates AI solutions to enhance profitability in the manufacturing sector, focusing on empowering the workforce through machine learning and augmented intelligence.

manufacturing
AI
machine learning
augmented intelligence
profitability
workforce
industrial automation
Company size: 11-50
Founded: 2019
AITOMATIC logo

AITOMATIC

🇺🇸 Palo Alto, California 94306, US

Aitomatic specializes in developing domain-specific AI agents for industrial operations, leveraging advanced technologies like machine learning and IoT to enhance efficiency and reliability. With a focus on predictive maintenance and energy optimization, the firm stands out for its innovative approach and leadership in the open-source initiative OpenSSA.

AI
Industrial AI
Machine Learning
Predictive Maintenance
Demand Forecasting
Energy Optimization
IoT
AI Engineering
Generative AI
AI Agents
Company size: 11-50
Founded: 2021
Midtown Consulting Group logo

Midtown Consulting Group

🇺🇸 7000 Central Pkwy Suite 100

Midtown Consulting Group specializes in business consulting services, focusing on delivering innovative data and AI solutions that enhance organizational growth and productivity. Their expertise in Generative AI and analytics positions them to help clients optimize operations across various industries, including healthcare, finance, and manufacturing.

analytics
AI
data management
machine learning
generative AI
financial services
healthcare
hospitality
manufacturing
productivity
Company size: 11-50
Founded: 2004
Avathon logo

Avathon

🇺🇸 7901 Stoneridge Dr Suite 555

Avathon specializes in Industrial AI, offering an advanced platform that enhances the efficiency and resilience of critical infrastructure through scalable and secure solutions. By leveraging cutting-edge technologies such as machine learning and predictive analytics, it supports various sectors including manufacturing, renewable energy, and aerospace, driving the transition towards full autonomy in industrial operations.

AI platform
industrial operations
machine learning
big data
predictive analytics
artificial intelligence
natural language processing
computer vision
predictive maintenance
asset performance
operational efficiency
quality management
Company size: 201-500
Founded: 2013
Route42.ai logo

Route42.ai

🇺🇸 San Francisco, CA 94104, US

Route42.ai specializes in predictive maintenance solutions that leverage advanced AI and vibration analysis to enhance operational efficiency and minimize machine downtime. By detecting early signs of equipment failure, it enables businesses to optimize their operations and reduce costly emergency repairs.

vibration analysis
predictive maintenance
condition monitoring
anomaly detection
artificial intelligence
smart manufacturing
industrial internet
operational efficiency
fault detection
IoT
Industry 4.0
Company size: 2-10
Founded: 2024
UnityGrid AI: Revolutionizing RFIC & Semiconductor Fabrication with Autonomous AI-Driven Innovations logo

UnityGrid AI: Revolutionizing RFIC & Semiconductor Fabrication with Autonomous AI-Driven Innovations

🇺🇸 Washington DC, District of Columbia, US

UnityGrid AI specializes in revolutionizing the semiconductor manufacturing industry through autonomous AI-driven innovations, particularly in the design and production of Radio Frequency Integrated Circuits (RFICs). By leveraging advanced machine learning techniques, the organization aims to enhance efficiency, yield, and quality in semiconductor processes while addressing complex engineering challenges and contributing to national technological leadership.

RFIC
semiconductor
manufacturing
artificial intelligence
machine learning
automation
predictive analytics
innovation
deep learning
AI infrastructure
scalable AI
wafer scale computing
Company size: 2-10
Founded: 2024

Ambypro AI

🇺🇸 8910 University Center Ln Suite 400

Ambypro AI specializes in AI-powered enterprise solutions tailored for the aerospace and manufacturing sectors, focusing on innovative tools like AmbyPro to enhance machine maintenance and significantly reduce operational downtime. Their advanced manufacturing intelligence solutions help manage revenue risks effectively across operations.

AI
manufacturing
machine maintenance
revenue management
downtime reduction
aerospace
enterprise solutions
manufacturing intelligence
Company size: 2-10
Founded: 2024
SymphonyAI logo

SymphonyAI

🇺🇸 3300 Hillview Ave Palo Alto, California 94304, US

SymphonyAI specializes in developing tailored AI applications that address core business challenges across various industries, including retail, financial services, and manufacturing. By leveraging predictive and generative AI technologies, it enhances growth and productivity through innovative SaaS solutions.

AI
machine learning
big data
data science
SaaS
predictive analytics
generative AI
retail
financial services
manufacturing
enterprise IT
insights
Company size: 1001-5000
Founded: 2017
Focal AI logo

Focal AI

🇺🇸 Atlanta, GA, US

Focal AI specializes in developing customized machine learning and artificial intelligence solutions tailored for startups and small to medium-sized businesses. By making advanced ML/AI technology accessible and affordable, they empower organizations across various industries to enhance efficiency through predictive analytics, computer vision, and other innovative applications.

machine learning
artificial intelligence
predictive analytics
computer vision
natural language processing
predictive maintenance
data infrastructure
intelligent systems
automation
research services
Company size: 2-10
Founded: 2024
effectR LLC logo

effectR LLC

🇺🇸 324 Pacific Ave San Francisco, California 94111, US

effectR LLC specializes in software development, focusing on pioneering AI-driven deep data science to enhance predictive analytics. Its innovative approach involves an AI system that selects and optimizes other AI models, delivering unmatched speed and accuracy in generating transformative insights across various industries.

AI
deep data
predictive analytics
data science
optimization
machine learning
model selection
predictive capabilities
insights
efficiency
aviation
logistics
Company size: 11-50
Founded: 2023
Arch Systems logo

Arch Systems

🇺🇸 380 Portage Ave Palo Alto, California 94306, US

Arch Systems specializes in software development focused on AI-powered data solutions that enhance manufacturing operations. By integrating industrial IoT and advanced analytics, it transforms complex data into actionable insights, enabling manufacturers to optimize performance and drive strategic decisions in real-time.

AI
data integration
predictive intelligence
industrial IoT
cloud software
manufacturing IoT
machine learning
smart manufacturing
digital transformation
advanced analytics
smart factory
OEE
Company size: 51-200
Founded: 2015
Tupl Industry logo

Tupl Industry

🇺🇸 Bellevue, Seattle, US

Tupl specializes in automating industrial operations through an innovative no-code AI platform, enabling organizations across various sectors such as manufacturing, agriculture, and telecommunications to streamline processes without requiring extensive programming skills. Its versatile platform, TuplOS, supports end-to-end application development and deployment, significantly reducing development time and costs while facilitating digital transformation in Industry 4.0 and beyond.

AI
automation
no-code
Industry 4.0
digital transformation
machine learning
MLOps
smart factories
hyperautomation
quality control
manufacturing automation
machine vision
Company size: 51-200
Founded: 2022
Scilla Codes logo

Scilla Codes

🇺🇸 8 The Green Dover, Delaware 19901, US

Specializing in software development, this firm delivers custom AI-driven solutions across various sectors, including finance, healthcare, retail, and manufacturing, leveraging advanced technologies such as machine learning and natural language processing to enhance business intelligence and operational efficiency. Their innovative approach includes a wide range of services from predictive analytics to robotic process automation, positioning them as leaders in AI integration and automation solutions.

AI
machine learning
automation
natural language processing
predictive analytics
data science
cybersecurity
business intelligence
customer personalization
big data
robotic process automation
supply chain management
Company size: 2-10
Founded: 2024
Predictronics Corp. logo

Predictronics Corp.

🇺🇸 6824 Ashfield Dr Suite 201

Predictronics specializes in AI-based predictive analytics solutions tailored for industrial applications, enhancing operational efficiency by reducing downtime, optimizing productivity, and improving product quality. Their innovative PDX platform utilizes machine learning to provide actionable insights from industrial data, positioning them as a leader in predictive maintenance and monitoring technologies.

predictive analytics
artificial intelligence
industrial applications
machine learning
anomaly detection
predictive maintenance
health monitoring
condition monitoring
predictive quality
prognostics
industrial equipment
productivity optimization
Company size: 11-50
Founded: 2013
Machine Learning Lab logo

Machine Learning Lab

🇺🇸 20836 S Main St Carson, CA 90745, US

Specializing in the application of AI for hardware design and manufacturing, this educational makerspace focuses on innovative practices in industrial machinery, including 3D printing, metalsmithing, and electric bike development. Its unique approach combines advanced technology with hands-on learning to optimize industrial design processes.

manufacturing
industrial design
machine learning
3D printing
optimization
research
metalsmithing
woodworking
electric bikes
motorcycles
Company size: 2-10
Founded: 2017

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