--- title: Datanomix Reviews meta_title: 'Datanomix Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter reviews by the users' company size, role or industry to find out how Datanomix works for a business like yours. aggregate_rating: rating_value: 4.8 review_count: 7 scale: '5' date_modified: '2026-09-23' parent_category: name: Manufacturing url: https://www.g2.com/categories/manufacturing --- # Datanomix Reviews **Vendor:** Datanomix **Category:** [Manufacturing Execution System (MES) Software](https://www.g2.com/categories/manufacturing-execution-system) **Average Rating:** 4.8/5.0 **Total Reviews:** 7 ## About Datanomix Real-time visibility meets factory floor execution. Software, coaching, and playbooks that get your team acting on the data, not just looking at it. We don't sell dashboards. We sell outcomes. Most shops see a 15%+ output boost in the first 90 30 days. Most shops run on delayed reports, whiteboards, and operator guesswork. By the time a problem shows up in the ERP, the job is late, and the margin is gone. Datanomix connects directly to your CNC machines and turns the data they're already producing into answers. No Operator Input™. No manual data entry. We connect the machines, and the software tells you where your time and money are going while you still have time to do something about it. Who's Datanomix For? Built for precision CNC machine shops, job shops, contract manufacturers, and OEMs. High-mix low-volume and high-volume production. Aerospace, defense, medical, automotive, energy, and general precision work. Shops with 5 machines and shops with 500. Call it machine monitoring, production monitoring, MES, manufacturing analytics or production intelligence — if you cut metal and you're tired of guessing, this is built for you. What Datanomix Does: PRODUCTION MONITORING Flying blind on the floor? Downtime creeps in. Delays go unnoticed. Hours, jobs, and margin disappear. Datanomix Production Monitoring reads part numbers, job data, cycle times, and part counts straight from the control. Setups and changeovers are detected automatically. Downtime is categorized without anyone typing a reason code. You get true cycle time, cutting and touch time benchmarks, OEE, and automated time studies on every job. Unlimited users, always. Mobile and TV apps included. Production Monitoring covers the following: Planning and Job Tracking: Jobs run late. On-time delivery slips. Nobody knows where to put the next job. Delivery Track gives you on-time delivery predictions based on how work is actually running, not how it was quoted. Work orders, quantities, and due dates sync from your ERP. Clock-in and clock-out are automated. Labor utilization gets compared against machine time and real output. Jobs at risk get flagged before they derail the schedule. Quoting and Job Profitability: Some jobs win. Some jobs lose. Most shops can't tell which is which until the quarter closes. Automated part-level profitability analysis surfaces your hidden winners and your silent killers. See job costs, labor costs, and real machine time tied to every quote. Find the high-margin work you want more of. Find the work where you need to raise your price or walk away. Planned Maintenance: A machine goes down Friday for scheduled service. Monday, your utilization numbers look terrible, and nobody remembers why. Routine maintenance shouldn't be a surprise, and it shouldn't wreck your utilization numbers. Stay ahead of upcoming and overdue tasks while your performance data stays accurate through shutdowns and holidays. FactoryMate™ and AI that EarnsItss Keep: FactoryMate is the analyst built into the app. It reads your production and labor data and surfaces the trends and bottlenecks your team would otherwise spend the morning hunting down. Ask it what happened on a job, prep for a production meeting, or summarize a shift in one click. We use AI where it produces an answer you'd otherwise spend an hour digging for. Not because it sounds good in a demo. Mobile App and Notifications: iOS and Android. Real-time notifications for the production issues you care about, so you find out about a down machine from your phone, not from Monday's report. Tool Insights: Tooling is a major line item, and most of the waste is invisible. Datanomix integrates with your controller to track tool usage, flag upcoming changes, and expose what's hiding behind it — unplanned downtime, rework, and scrap. TMAC ai™ and ToolAnalytix™ go deeper. TMAC ai™ Tools run out. Cuts go off spec. Cycle times drift. Scrap and rework sneak in. Built with Caron Engineering, TMAC ai reads high-resolution machine data and recommends limits based on how the cut actually ran. It detects process changes and predicts scrap parts from real-time cutting data, so your team stays ahead of tool wear and process drift before either turns into downtime or scrap. It doesn't just react. It anticipates. Now manufacturers can tie tool performance to actual cut signatures and part revisions. TOOLANALYTIX™ Tooling is one of your biggest line items. Most shops can't tell what a part actually costs to cut. Built with Vallen. ToolAnalytix brings AI-powered insight to tool management. It automatically identifies where money is being wasted and where quick improvements can be made. It monitors jobs, tools, and spending to address critical business questions: What are my real tool cutting times? What’s my real cost per unit (CPU)? What are my best and worst performing tools? G-CODE CLOUD™ + DNC Revisions go missing. File changes get lost. Machines and people sit idle waiting on the right program. G-Code Cloud + DNC is GovCloud-native, ITAR-compliant program management with DNC built in. The right program, tied to the right job, tracked from first cut to completion. Manage, approve, and edit G-code from your browser. Every change is versioned and traceable. Digital work instructions, setup sheets, tooling lists, and 3D models live with the program instead of in a binder. Edits made at the control come back to engineering as change requests, so the programmer decides what makes the next approved revision. If you hold defense work, controlled program data belongs in an environment built for it. G-Code Cloud is the G-code piece of your CMMC plan. Command Center: See every machine, every program loaded, and the program running right now — on one screen. Open change requests and system health included. Digital Production Bundles™ Package the program, print, setup sheet, and tooling together, and deliver them to the machine as a single unit. The operator gets everything needed to run the job on the Machine HUD. Nothing to go find. Nothing to print. Program Compliance Scanner: Scan a folder, a machine, or your whole library in seconds and see which programs are missing revision, author, tooling, or cycle time data. Validate Mode checks each program against what the machine expects — before it runs. DATANOMIX CONNECTS TO WHAT YOU ALREADY RUN Datanomix connects to all major makes and models of CNC machines, plus fabrication equipment and more: Fanuc, Haas, Mazak, Okuma, DMG MORI, Makino, Hurco, Brother, Citizen, Heidenhain, Siemens, Mitsubishi Electric, Fagor, MTConnect, and OPC UA. Old machines and new machines. Mixed fleets are normal here. If a machine has a control, we can usually read it. Unlock ERP Insights: Your ERP says one thing. The floor says another. ERP Insights puts planned against actual, side by side. Compare real machine performance to ERP expectations. Find the lost hours hiding in plain sight. Forecast completion dates based on actual progress and get early warnings before a customer notices the delay. We connect to any ERP. Works with cloud and on-prem systems. Epicor, JobBoss, E2, Global Shop, Plex, Acumatica, SAP, NetSuite, Infor, Dynamics 365, Odoo, JD Edwards, Aptean, Zoho, and more. Direct integrations with Fulcrum, Paperless Parts, and ProShop. Whatever you run, we’ll bring the quoted cycle times, setup times, and due dates into Datanomix alongside live production data. CMMS and CAM Connections: We connect to CMMS platforms including Limble, MaintainX, UpKeep, and Fiix. Through the Hexagon partnership, we also connect to CAM. Programmers post from Esprit Edge, and Datanomix puts the program under revision control and delivers it to the machine as a complete Digital Production Bundle. COACHING AND BUILT-IN PLAYBOOKS Software alone doesn't improve your floor. Your team does. Most monitoring vendors install the hardware and hand you a login. We don't. Coaching is included at no extra cost. Every Datanomix customer gets a dedicated Customer Success Coach with real manufacturing experience. Your Coach walks your floor during a two-day on-site visit as part of your onboarding, sits in on your morning meetings, and trains your team on using the data in the jobs they already have. Built-in product Playbooks make it stick. Each Playbook is role-based and spells out who does what, and when — supervisor, production manager, engineer, operator. The data shows you what's wrong. The Playbook tells your team what to do about it. That's the difference between a dashboard nobody opens and a shift that runs better tomorrow. We don't disappear after the install. Weekly coaching sessions through your Pilot, ongoing sessions after. Customers have access to a comprehensive knowledge base, live chat, and monthly webinars on best practices and new features. PROVEN RESULTS Coastal Machine & Supply, Carencro, LA: 41% uptime increase, 17% utilization boost, 21% downtime reduction. Reata Engineering: 27% uptime improvement, 28% utilization improvement, 7x return. OMW Corporation: 43 machines across two California facilities, 12% utilization gain, $2.5M in new business. Neo Industries: a titanium job that ran 32 minutes now runs 21. A 34% gain on one part. ARCH Medical Group: 10 to 15% improvement in quoting accuracy. Southern Machine Works: 13x ROI per machine, and a customer that awarded millions in work sight unseen because the data proved the shop could deliver. THE PILOT PROGRAM You don't have to take our word for it. The Datanomix Pilot Program connects a set of your machines and proves the ROI on your floor, with your parts, with your people. You'll run the Three Pilot Plays with a Coach in your corner. You'll know within 30 days whether this works for your shop. Request your pilot at datanomix.io/request-a-pilot/ ## Datanomix Pros & Cons Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews. **What users like:** - Users value the **automation capabilities** of Datanomix, enhancing data-driven decision-making while saving valuable time. (1 reviews) - Users value the **data-driven decision-making** enabled by Datanomix, enhancing efficiency and insights in manufacturing processes. (1 reviews) - Users value the **customization** options in Datanomix, enhancing their insights and decision-making processes effectively. (1 reviews) - Users value the **intuitive dashboards** of Datanomix, facilitating data-driven decisions with ease and efficiency. (1 reviews) - Users value the **aesthetically pleasing dashboards** of Datanomix, which enhance insights and support automated decision-making. (1 reviews) - Data Capture (1 reviews) - Data Visualization (1 reviews) - Efficiency (1 reviews) - Insights (1 reviews) - Users value the **reliable integration with industry-grade hardware** , enhancing manufacturing efficiency through real-time data insights. (1 reviews) ## Datanomix Reviews ### 1. Real-Time Visibility Transforms Shop Floor Operations **Rating:** 5.0/5.0 stars **Reviewed by:** Pragya s. | Senior Public Relations Specialist, Mid-Market (51-1000 emp.) **Validated Reviewer:** Validated through LinkedIn **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** April 15, 2026 **What do you like best about Datanomix?** I like the real-time visibility Datanomix provides into my operations. I can clearly see what's working and what's not without relying on delayed reports, which makes my decisions faster, more accurate, and much more confident. It has made my life simpler and easier. The ease that it brings is the most valuable thing. The initial setup was pretty easy. **What do you dislike about Datanomix?** I feel the customization could be better, especially when I want more tailored views for different use cases. Also, it can take a bit of time to fully understand all the features, so a more intuitive setup or guidance will help. **What problems is Datanomix solving and how is that benefiting you?** I use Datanomix to understand what's happening on the shop floor in real time without manual updates or guesswork. It provides real-time visibility into operations, making decisions faster, more accurate, and confident. It simplifies my life by providing ease in monitoring. ### 2. Datanomix is ​​a company dedicated to data management and analysis. **Rating:** 5.0/5.0 stars **Reviewed by:** Josune B. | sofware engineer 2, Mid-Market (51-1000 emp.) **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through LinkedIn **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** August 15, 2024 **What do you like best about Datanomix?** Datanomix Improves the efficiency and productivity of companies by automating manual and tedious tasks.also Datanomix It allows you to make informed and strategic decisions based on real data. Provides real-time information for more agile decision making. **What do you dislike about Datanomix?** It can be expensive to implement and maintain a data management solution. I require specialized personnel for its configuration, maintenance and data analysis. There may be resistance to change in the company due to the automation of processes. **What problems is Datanomix solving and how is that benefiting you?** Lack of updated and accurate data for decision making. Inefficiency in manual processes that slow down the company's operation. Me Difficult to identify and analyze important trends in company data. I need to optimize data management to improve the competitiveness and profitability of the business. ### 3. Real-Time Manufacturing Analytics with Datanomix **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** January 23, 2025 **What do you like best about Datanomix?** Datanomix is the provider of real-time automated manufacturing insights, opening the avenue regarding data-driven decision-making devoid of human intervention. Workflow monitor, actionable insights, and aesthetically pleasing dashboards carry the show towards actualizing labor-saving implications. **What do you dislike about Datanomix?** Besides that, what makes Datanomix unique is that it is a no-input solution, therefore reducing pressure on teams and facilitating full adoption. **What problems is Datanomix solving and how is that benefiting you?** By providing meaningful insights on top of real-time visibility for production, Datanomix eliminates the need for manual data entry. As a result, it solves utilization, downtime tracking, and overall production performance. ### 4. Effective monitoring **Rating:** 4.0/5.0 stars **Reviewed by:** Sandeep K. | Assosicate Consultant, Small-Business (50 or fewer emp.) **Validated Reviewer:** Validated through a business email account **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** June 25, 2024 At G2, we prefer fresh reviews and we like to follow up with reviewers. They may not have updated their review text, but have updated their review. **What do you like best about Datanomix?** Datanomix provides and effective monitoring services for the current productions. Datanomix is really doing a great job in analysis the time taken to complete the current jobs as well as providing efficetive reports on what would be the out comes of it. **What do you dislike about Datanomix?** while using it sometime it lacks to load the information which has already analyzed. **What problems is Datanomix solving and how is that benefiting you?** Datanomix has comeup with a good initiative by providing accuracy on the current jobs completion times and also providing weekly and monthly anlysis reports with and effective ways, it has also developed integrated moniotoring systems where one can easily moniotr the current on going job tasks and easily rectify is any discrepencies occur in between. ### 5. AI manufacturing solution with real time data **Rating:** 5.0/5.0 stars **Reviewed by:** Bhagyashree s. | QA Lead Analyst, Information Technology and Services, Mid-Market (51-1000 emp.) **Validated Reviewer:** Validated through a business email account **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** August 01, 2024 **What do you like best about Datanomix?** It collects and analyses the realtime data for smooth and efficient manufacturing process with proper data insights. It gives proper potential to figureout the lacking in the manufacturing process while giving prediction for future objective with data proof. Implementing and syncing with real data is so easy as well. **What do you dislike about Datanomix?** Little costly can be made cost effective as well as needs improvement to UI. **What problems is Datanomix solving and how is that benefiting you?** Prediction with data for the manufacturing process saves us every penny we invested as gives realtime data. It gives data driven insight to improve the process accordingly. ### 6. The best Safe guard to the manufacturing industry **Rating:** 5.0/5.0 stars **Reviewed by:** Sarojini s. | QA ENGINEER, Information Technology and Services, Mid-Market (51-1000 emp.) **Validated Reviewer:** Validated through a business email account **Incentivized:** This reviewer was offered a nominal gift card as thanks for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thanks for completing this review. **Reviewed Date:** August 06, 2024 **What do you like best about Datanomix?** It is more reliable for proper working with the industry grade hardwares and gives realtime data. From the given data we can estimate the lifecycle and working condition of the machinary to estimate the proper time to replace or repair it. **What do you dislike about Datanomix?** Needs to improve in UI part and needs to upgrade for cloud reliability. **What problems is Datanomix solving and how is that benefiting you?** For the data driven manufacturing and realtime data we can plan the manufacturing and the safety norms of the machinaries. ### 7. Best data governance over manufacturing process **Rating:** 5.0/5.0 stars **Reviewed by:** TAKHSILA S. | QA lead Engineer, Information Technology and Services, Mid-Market (51-1000 emp.) **Validated Reviewer:** Validated through a business email account **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** July 31, 2024 **What do you like best about Datanomix?** This can find you the root cause of any manufacturing related problems by realtime data analytics of the process. The AI powered governance system helps the business a way better. Easy to implement and better customer support. **What do you dislike about Datanomix?** Little costly and the landing webpage is not clear. **What problems is Datanomix solving and how is that benefiting you?** The real data analysis software with AI intelligence to analyze the data for manufacturing process in the real time. - [View Datanomix pricing details and edition comparison](https://www.g2.com/products/datanomix/reviews?section=pricing&secure%5Bexpires_at%5D=2026-10-03+13%3A03%3A50+-0500&secure%5Bsession_id%5D=ceb0d74b-b534-4d90-ac7a-905b5b7600ff&secure%5Btoken%5D=74fa23f38884c590eaf08648282f986236ae0ad22ce61a28d31615f053253c69&format=llm_user) ## Datanomix Features **Additional Functionality** - Traceability - Production Scheduling - Workflow Management - Third-Party Integrations - Real-Time Data - Warehouse Management - Product Configurator - AI Copilot - Production Tracking - Alerts/Notifications - Supplier Management - Demand Forecasting - Barcode/Ticket Scanning - Purchase Order Management - Product Lifecycle Management - Maintenance Management - Customizable Reports - Work Order Management - Bills of Material - Quality Control - Supply Chain Management - Inventory Management - Cost Estimating - Real-Time Analytics - Shop Floor Management - Material Requirements Planning - Multi-Location - Job Management - Distribution Management - API - Financial Management - Production Management - Activity Dashboard - Sustainability Management - Compliance Management - Generative AI - Safety Management - Unattended Automation - Document Management - Lot Tracking - MES - Data Import/Export - Capacity Planning **Data Management** - Aggregation - Data Models - Propagation - Data Collection - Cleansing **Systems Management** - Device Discovery - System Integration - Remote Access - Workflows - Hardware - Dashboard **Condition Monitoring** - Predictive Inspection - Monitoring - Condition-Based Maintenance - Asset Types - IoT Monitoring - Asset Tracking - Predictive Maintenance - Equipment Maintenance - Preventive Maintenance **Production Control - Manufacturing Execution System (MES)** - Scheduling - Dispatching - Execution - Automated Scheduling - Maintenance Scheduling **Statistical Tool** - Scripting - Data Mining - Algorithms **Analytics** - KPIs - Real Time - Dashboards **IoT Capabilities** - Process Automation - Security - Safety - Environmental Conditions - Resource Optimization - Product Quality - Predictive Maintenance - Analytics **Detection & Identification** - Failure Detection - Source Identification - Proactive Alerts **Production Monitoring - Manufacturing Execution System (MES)** - Materials Movement - Quality Control - Operations Traceability - Safety Management - Bills of Material **Data Analysis** - Analysis - Data Interaction - Time Series Analysis - Trend Analysis **Analysis & Insights** - Root Cause - Recommendations - Systemic Risks **Data Collection and Analysis - Manufacturing Execution System (MES)** - Performance Analysis - Machine and equipment - Document Control - Collect Manufacturing Data **Agentic AI - Manufacturing Intelligence** - Proactive Assistance **Agentic AI - Industrial IoT** - Proactive Assistance **Decision Making** - Modeling - Data Visualizations - Report Generation - Data Unification - Customizable Reports **Integration - Manufacturing Execution System (MES)** - Machine and equipment - Manufacturing Software - Internet of Things (IoT) **Agentic AI - Predictive Maintenance** - Natural Language Interaction **Additional Functionality** - Cost Tracking - Compliance Management - Work Order Management - Barcode/Ticket Scanning - Contract/License Management - Vendor Management - Task Scheduling - Mobile Access - Generative AI - Inspection Management - Customizable Fields - Scheduling - Customizable Forms - Maintenance Scheduling - Audit Trail - Access Controls/Permissions - Data Import/Export - Reporting & Statistics - Reminders - Calendar Management - API - Fixed Asset Management - Purchase Order Management - Job Management - Document Management - Alerts/Notifications - Inventory Management - Workflow Management - Multi-Location - Third-Party Integrations - Equipment Tracking - Customizable Reports - Asset Lifecycle Management - AI Copilot - Task Management - Activity Dashboard **Generative AI** - AI Text Generation - AI Text Summarization - Generative AI **Artificial Intelligence - Manufacturing Execution System (MES)** - Predictive Analytics - Real-time Monitoring - Adaptive Planning - Real-Time Monitoring **Additional Functionality** - Demand Forecasting - AI/Machine Learning - Drag & Drop - For Healthcare - Forecasting - Data Extraction - Third-Party Integrations - Decision Support - Modeling & Simulation - Alerts/Notifications - Reporting/Analytics - Multiple Data Sources - For Retail - For Education - Data Discovery - Graphical Workflow Editor - Performance Metrics - Business Rules Management - AI Copilot - Natural Language Processing - Data Transformation - Data Clustering - API - Data Blending - Data Classification - Workflow Management - Workflow Automation **Agentic AI - Manufacturing Execution System** - Cross-system Integration - Third-Party Integrations **Additional Functionality** - Activity Dashboard - Shop Floor Management - Quotes/Estimates - Inventory Tracking - Resource Allocation - Quality Management - Built-in Accounting - Supplier Management - Purchase Order Management - Reporting & Statistics - Workflow Management - AI Copilot - Document Management - Product Information Management - Project Management - Data Visualization - Supply Chain Management - Shipping Management - Task Management - Multi-Location - Generative AI - Performance Metrics - Order Management - Data Collection - Compliance Management - Search/Filter - Data Import/Export - Barcode/Ticket Scanning - Cost Tracking - Forecasting - Estimating - API - Inventory Management - Production Management - Warehouse Management ## Top Datanomix Alternatives - [Limble](https://www.g2.com/products/limble/reviews) - 4.8/5.0 (691 reviews) - [Salesloft](https://www.g2.com/products/salesloft/reviews) - 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