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/
Average Rating: 4.8/5.0
Total Reviews: 7
How Do G2 Users Rate Datanomix?
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Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.1/10)
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Source Identification: 10.0/10 (Category avg: 8.0/10)
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Failure Detection: 10.0/10 (Category avg: 8.1/10)
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Root Cause: 10.0/10 (Category avg: 8.2/10)
Who Is the Company Behind Datanomix?
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Seller: Datanomix
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Year Founded: 2018
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HQ Location: Nashua, US
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Twitter: @DatanomixInc
900 Twitter followers
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LinkedIn® Page: www.linkedin.com
35 employees on LinkedIn®
Who Uses This Product?
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Company Size: 86% Medium, 29% Small
What Do G2 Reviewers Say About Datanomix?
AI-generated summary from verified user reviews
Pros
- Users value the automation capabilities of Datanomix, enhancing data-driven decision-making while saving valuable time.
- Users value the data-driven decision-making enabled by Datanomix, enhancing efficiency and insights in manufacturing processes.
- Users value the customization options in Datanomix, enhancing their insights and decision-making processes effectively.
- Users value the intuitive dashboards of Datanomix, facilitating data-driven decisions with ease and efficiency.
- Users value the aesthetically pleasing dashboards of Datanomix, which enhance insights and support automated decision-making.
