Data & Intelligence

Actionable Manufacturing Intelligence

Discover how the VKS Manufacturing Data and Intelligence platform transforms reactive troubleshooting into proactive optimization.

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VKS screenshot: AI dashboard of operator cards showing progression and efficiency percentages per station.AI Dashboard coming in 2027

Track Cycle Times

Capture real-time analytics at every step of execution.

Automate
Compliance Records

Generate compliant digital records automatically.

Digitize Worker
Knowledge

Embed experienced operator insights to standardize best practices.

Achieve Full
Visibility

Monitor live KPIs to optimize efficiency, boost FPY, and eliminate errors.

Move from
Guesswork to
Truth

Machine data and spreadsheets show only part of the story. The activity between machine cycles and inside manual processes often remains invisible.

01

Shop Floor Data Blind Spots

Machine data alone cannot show how operators and manual processes steps affect performance.

02

Delayed Decision Making

Static reports explain what happened after the fact instead of what is happening now.

03

Manual Compliance Records

Paperwork must be compiled and verified after production is complete.

04

Lost Worker Knowledge

Critical techniques and improvement ideas remain undocumented and disappear over time.

What is Data and Intelligence?

Data and Intelligence is the process of capturing live, step-by-step metrics directly from the shop floor. It bridges the gap between digital and physical actions to reveal how your operators interact with your workflows, tools, and timelines.

Enterprise LayerERP · MES · BI
Execution LayerVKSGuide · Collect · Connect · Improve
Production LayerPeople · Tools · Machines

Static Reports vs. Living Intelligence

Passive Technology

  • Lagging Data
  • Manual Post-Fact Audit
  • Undocumented Methods
  • Delayed Status Updates

Reactive IIoT

  • Real-Time Operation Analytics

    Delivers instant operational analytics on every action, replacing delayed reports and anecdotal evidence with live data.

  • Auto-Generated Digital Records

    Automatically creates complete digital compliance records in real time as a natural byproduct of shop floor execution.

  • Digitized Best Practices

    Digitizes and embeds best practices directly into workflows to continuously capture feedback and refine execution.

  • Live Performance Dashboards

    Provides real-time dashboards for active cell progress, enabling managers to support teams using clear, comparable process data.

Passive Technology

Lagging Data

Reactive IIoT

Real-Time Operation Analytics

Delivers instant operational analytics on every action, replacing delayed reports and anecdotal evidence with live data.

Passive Technology

Manual Post-Fact Audit

Reactive IIoT

Auto-Generated Digital Records

Automatically creates complete digital compliance records in real time as a natural byproduct of shop floor execution.

Passive Technology

Undocumented Methods

Reactive IIoT

Digitized Best Practices

Digitizes and embeds best practices directly into workflows to continuously capture feedback and refine execution.

Passive Technology

Delayed Status Updates

Reactive IIoT

Live Performance Dashboards

Provides real-time dashboards for active cell progress, enabling managers to support teams using clear, comparable process data.

4 Layers of Shop Floor Intelligence

See the 4 layers of Shop Floor Intelligence

OPERATOR ANALYTICS

Measure speed and quality to pinpoint process friction

In Action: Automatically tracking cycle times, completed quantities, and more reveals performance and pinpoints areas for improvement.

VKS screenshot: work order report with completed quantity, efficiency, and remaining time gauges.

Built For Complex Manufacturing

See how a connected worker platform adapts to strict regulatory standards and complex assembly demands.

Aerospace & Defense

Step-by-step digital product records for bulletproof AS9100 audit trails.

Explore Aerospace

Ready to Explore What’s Possible?

Whether you are looking to deep-dive into our product capabilities or want a tailored
walkthrough of the platform, we have a path for you.

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Why are traditional reports and spreadsheets ineffective for optimizing manufacturing operations?

Traditional manufacturing reports rely on metrics and data that only tell you what already went wrong. Because static spreadsheets and machine monitors completely overlook the human variables in between machine cycles, they force management to run operations by averages and guesswork. This lack of granular insight makes it impossible to isolate exactly where friction and successes occur in the production line.

What are shop-floor behavioral analytics, and how do they improve operational efficiency?

Behavioral analytics go beyond raw machinery output to track live process duration and step-by-step execution directly from the operator’s movements. By capturing this human data in real time, the platform builds a clear picture of floor operations. This allows supervisors to identify exactly where workers encounter assembly hurdles or where seasoned experts have uncovered streamlined shortcuts that improve process velocity.

How does living intelligence prevent the loss of critical shop floor tribal knowledge?

When experienced manufacturing veterans leave or change shifts, their knowledge and operational insights typically vanish with them. A living intelligence system solves this by capturing and embedding operator feedback loops and expertise directly into the work instructions. This permanently preserves best practices on the line, ensuring team continuity and consistent build quality regardless of operator turnover.

Why do I need automated shop floor data collection?

Manual data entry forces operators to pause production to type metrics or fill out paper logbooks, which directly slows down production velocity and introduces human error. Automated data collection captures performance and compliance data seamlessly as a hidden byproduct of the operator's regular workflow. This gives you instant, error-free visibility and an unbreakable audit trail without adding any administrative burden to your workforce.