Elevate and Automate Industrial data collection with Weave.
Manufacturers of every size face the same challenge: downtime is expensive, productivity is hard to measure, and machine data often hides the real story. That’s why we built a smarter way forward.
Weave automatically detects machines on your factory floor, uploads PLC data, and leverages the power of Large Language Models (LLMs) to identify and capture the right tags for machine OEE (Overall Equipment Effectiveness)—with zero guesswork.
Scalable to fit any size production floor, Weave drives insights that lead to actionable results increasing your productivity. Your team gains faster decisions, higher uptime, and a clearer path to efficiency—all without the headaches of legacy system upgradess or endless IT projects.
What We Do
Auto-Detect Machines: No complicated setup. Our system instantly recognizes your equipment.
Streamline Data Capture: Automatically pulls PLC data and makes it usable from day one.
Intelligent Tagging with AI: Our LLM-powered platform learns your environment and identifies the right data tags for accurate OEE reporting—no manual configuration required.
- Actionable Analytics: Pareto data visualizations give you a deeper view into production performance, including which faults occur most frequently and which create the most downtime.
Why It Matters
Reduce Downtime: Spot issues before they become costly failures.
Accelerate Insights: Get a clear, real-time view of performance without messy integrations.
Scale Effortlessly: Whether you run a small shop or a global operation, our system adapts to you.
Cut Overhead: Unlock meaningful operational insights without adding costly SMEs to the payroll.
Ready to see what your machines are capable of? Schedule a demo with us today!
No Loose Ends
How Weave Delivers Smart Detection & Monitoring
A securely deployed on-premise Thread Collector maps out your OT network to automatically identify all devices, PLCs, and HMIs, and establishes a secure connection for program backups and important data collection.
With automatic backups, we help your plan out your Disaster Recovery response plan and reduce RTO (restore time objective). Weave will snapshot daily versions of your code to create short RPO (restore point objective) and notify you of code changes. Weave serves as a secure off-site repository for PLC and HMI backups.
Weave’s KnitIQ AI model learns how your machines speak, helping decode ambiguous tag details, automatically classifying and collecting your most important tags, and proactively calculating OEE and summarizing fault data.
The Weave Loom combines data visualizations and a fault pareto to help you analyze machine performance; view, create, and share live and historical data through the mobile and desktop web interface.
Every second of improved OEE (overall equipment effectiveness) is revenue potential. From recovering from unplanned system attacks (heaven forbid) to analyzing, understanding, and reducing fault and scrap, Weave’s platform is
Purpose built so that any-sized manufacturer can realize maximal data collection efficacy.
Automated network integration and AI-driven insights bring enterprise-grade data collection to every manufacturer. Weave delivers a robust data collection solution at a fraction of the cost of traditional systems. Our white-glove plug-and-play model ensures you are collecting data in hours, not weeks or months, and without needing to invest significant CAPEX dollars on team expansion.
Traditional data collection systems can take 6 months or longer to design and deliver.
Pilot/Proof-of-Concept Rollout: 2–4 weeks
Full System Design & Configuration: 2–3 months
End-to-End Implementation & Refinement: 4–6 months
Weave achieves full data collection overnight.
To get meaningful data, collection systems need custom configuration for each machine.
Between manual tag mapping, configuring OPC servers, testing connections, and consistent refinement – a traditional industrial data collection system add 5% or more to the total cost of industrial machines.
Weave automates this process and comes standard with all the tools you need to manage and maintain your system.
Traditional systems require teams of highly paid experts to design, implement, and maintain.
And that labor is expensive: a typical Controls Engineer or Integrator charges $100–$200/hour (or more for specialized vendors).
That is $200 - $400k / year for each FTE.
Weave is a seamless plug & play solution that works tirelessly 24/7 to monitor your performance.
A Traditional Collection System
How Weave Disrupts The Norm
Say you purchase a $2 million set of industrial machines for a mid-sized plant:
5% = $100,000 extra just to collect, clean, and surface the data.
That $100K includes:
$60K in labor (engineering, configuration, testing)
$20K in additional specialized hardware/gateways
$20K in licensing and annual support
Weave minimizes costs and streamlines the traditional stack by:
Automatically detecting PLCs and tags
Eliminating need for custom configuration
Reducing or removing middleware dependencies
Delivering a fully mature data collection ecosystem in hours, not months
This cuts that 5% overhead to a fraction—making enterprise-grade data accessible without armies of IT or controls engineers.
Trusted by Operations Professionals
