Modern data engineering for manufacturing. Visual ETL, AI-powered pipelines, Python transforms, and real-world industrial automation insights.
See how autonomous AI agents create visual industrial data pipelines in minutes. No consultants. No coding. The agentic AI revolution for industrial automation is here.
Read Full ArticleFree, portable OPC UA client with real-time monitoring, live signal plotting, and drag-and-drop dashboard. Cross-platform, no installation needed. Download OPC Telescope for remote troubleshooting.
Read Full ArticleIndustrial engineers are rushing to learn Python. But 57-65% of Fortune 100 companies use Ignition SCADA, which runs Jython 2.7, a deprecated version that can't use NumPy, Pandas, or modern ML libraries. And in the AI era, that limitation just got 10x worse.
Read Full ArticleOPC UA ETL data transformation guide: Learn how to handle unit conversions, formula evaluation, and visual DAG pipelines for industrial automation with OPC Data Wrangler.
Read Full ArticleWeekly insights on modern data engineering for manufacturing.
Breaking free from monolithic frameworks with vendor lock-in for flexible, modern industrial automation.
How visual DAGs turn ideas into running data pipelines faster than traditional development.
Real disaster stories and technical solutions for preventing costly unit conversion errors in manufacturing.
That “free” OPC DA bridge cost one manufacturer $47,000 in hidden expenses. Here's the real math.