MachineMetrics
MachineMetrics is an industrial IoT platform that captures and transforms data from manufacturing equipment into actionable insights to increase your factory floor productivity and machine utilization.
Seeq
Seeq is an advanced analytics software platform designed for process manufacturing industries to rapidly investigate and share insights from time-series data stored in historians and cloud data stores.
Quick Comparison
| Feature | MachineMetrics | Seeq |
|---|---|---|
| Website | machinemetrics.com | seeq.com |
| Pricing Model | Custom | Custom |
| Starting Price | Custom Pricing | Custom Pricing |
| FREE Trial | ✘ No free trial | ✘ No free trial |
| Free Plan | ✘ No free plan | ✘ No free plan |
| Product Demo | ✓ Request demo here | ✓ Request demo here |
| Deployment | ||
| Integrations | ||
| Target Users | ||
| Target Industries | ||
| Customer Count | 0 | 0 |
| Founded Year | 2014 | 2013 |
| Headquarters | Northampton, USA | Seattle, USA |
Overview
MachineMetrics
MachineMetrics is an industrial data platform designed to help you take the guesswork out of your manufacturing operations. By connecting directly to your machine controls, the software automatically collects and transforms data into real-time dashboards. You can monitor your entire shop floor from any device, allowing you to identify bottlenecks, track production against goals, and respond to downtime events the moment they happen.
The platform serves small job shops to global enterprises across industries like automotive, aerospace, and medical device manufacturing. You can use the built-in tools to digitize your paper-based processes, automate production reporting, and trigger maintenance alerts based on actual machine usage rather than simple calendars. This direct connection to your equipment ensures you are making decisions based on hard facts rather than manual entry or intuition.
Seeq
Seeq provides you with advanced analytics tools specifically built for process manufacturing data. Instead of spending days manually cleaning data in spreadsheets, you can connect directly to your historians and IoT platforms to visualize trends and identify root causes in minutes. You can easily search through years of data to find specific operation patterns or equipment failures across your entire enterprise.
The platform enables your engineers to collaborate in real-time using shared workbooks and automated reports. You can build predictive models to anticipate maintenance needs and optimize production yield without requiring a background in data science. It is designed for heavy industries like oil and gas, pharmaceuticals, and chemicals where high-frequency time-series data is critical for daily decision-making.
Overview
MachineMetrics Features
- Automated Data Collection Connect your CNC machines and equipment directly to capture high-fidelity data without requiring manual input from your operators.
- Real-Time Dashboards View live production status and machine utilization across your entire plant on any web-enabled device or floor-mounted tablet.
- Operator Interface Give your operators a simple touch-screen interface to categorize downtime reasons and view real-time progress against production targets.
- Predictive Maintenance Monitor machine health and tool wear in real-time to predict failures before they happen and reduce your unplanned downtime.
- Production Reporting Generate automated reports on OEE, cycle times, and scrap rates to identify your most profitable jobs and underperforming assets.
- Workflow Triggering Set up automated alerts via text or email to notify the right team members when a machine goes down or requires attention.
Seeq Features
- Workbench Analytics. Identify trends and calculate KPIs across massive time-series datasets using an intuitive point-and-click interface.
- Organizer Reports. Create dynamic documents and dashboards that update automatically as new process data flows into your system.
- Data Lab. Access the power of Python libraries to build custom machine learning models and advanced data science workflows.
- Pattern Search. Find specific process conditions or equipment behaviors instantly across months of data to replicate best practices.
- Predictive Modeling. Build and deploy regression models to forecast future performance and prevent costly unplanned downtime.
- Contextualization. Overlay data from different sources like SQL databases and historians to see the full story behind your operations.
Pricing Comparison
MachineMetrics Pricing
Seeq Pricing
Pros & Cons
MachineMetrics
Pros
- Fast implementation with plug-and-play machine connectivity
- Highly accurate data captured directly from machine controls
- Intuitive dashboards that are easy for operators to understand
- Excellent customer support during the initial hardware setup
- Significant improvements in OEE and machine utilization
Cons
- Custom pricing can be high for very small shops
- Requires stable internet connectivity across the factory floor
- Advanced reporting features have a slight learning curve
Seeq
Pros
- Rapidly cleans and aligns messy time-series data
- Eliminates the need for manual spreadsheet calculations
- Excellent collaboration features for remote engineering teams
- Direct connection to major industrial data historians
- Intuitive interface for non-data scientists
Cons
- Requires a significant initial time investment
- Pricing is not transparent for small teams
- Advanced Python features require coding knowledge