Real-Time
Production Intelligence
for Glass Manufacturers.

Detect downtime instantly, reduce hidden losses, and optimize performance across your entire production line.

Plants cut unplanned downtime 20–40% — most see payback in under 6 months.

Line 01 - Active
OEE: 87.4%Speed: 450 u/m
Tork Production Intelligence Dashboard
SGD Pharma
Sunrise Glass
SNJ Glass
Hindusthan National Glass
Operational Blind Spots

The Hidden Production Losses
Costing Glass Plants Millions Every Year

Most plants track issues — yet still lose 5–15% of output due to unnoticed stoppages, bottlenecks, and delayed response.

Unnoticed downtimereducing line output
Cold-end bottlenecksreducing throughput
Mould quality risklacking early warning
Manual trackingdelaying resolution
Audit findingsignoring root causes
No shift trackinghiding performance

These losses persist because plants lack real-time operational visibility.

When visibility improves,losses disappear.
OPERATIONAL INTELLIGENCE LOOP

From Detection to Corrective Action — In Real Time

Tork closes the operational loop — from real-time detection to sustained corrective action.

01

CAPTURE

Sensors detect stoppages, speed losses, and reject events in real time

  • non-invasive installation
  • industrial-grade reliability
  • works in heat, dust, vibration
02

TRANSMIT

Wireless gateways deliver real-time data plant-wide.

  • long-range LoRa connectivity
  • minimal infrastructure
  • stable in industrial environments
03

VISUALIZE

Live operational visibility across lines, shifts, and plants in one unified view.

  • real-time line status
  • shift performance insights
  • instant bottleneck identification
04

RESOLVE & IMPROVE

AI identifies root causes and ensures corrective actions are sustained.

  • detects recurring issues
  • initiates structured workflows
  • prevents repeat losses
Installed without stopping production
No PLC integration required
Deploy per line in hours
MEASURABLE RESULTS

Turn Visibility Into Measurable Performance Gains

Plants using real-time production intelligence reduce hidden losses, improve throughput, and accelerate decision-making.

↓ UNPLANNED DOWNTIME
20–40%
Reduce unexpected stops
↑ THROUGHPUT
8–15%
Improve line efficiency
↓ MANUAL REPORTING
2–3 hrs
Time saved per shift
↑ RESPONSE SPEED
Minutes
To resolve issues (not hours)
↓ HIDDEN LOSSES
5–15%
Recover lost output
ROI PAYBACK
< 6 Months
Typical payback period

One hour of stoppage can cost ₹40,000+ in lost production.

Performance improvements come from faster detection, quicker response, and elimination of repeat losses.

Operational intelligence doesn’t just reveal problems — it prevents them.

Why Tork

Monitoring Shows Data. Tork Ensures Action.

Most monitoring systems show data. Tork ensures corrective action and continuous operational improvement.

Capability
Typical Monitoring
Traditional Audit
TORK PLATFORM
Real-time operational visibility
Automated corrective action workflows
Recurring loss pattern detection
Verified corrective action tracking
Prevention of repeat downtime
Live operational performance view
Multi-line & multi-plant visibility

Monitoring reveals problems.
Operational intelligence prevents them from repeating.

Live Digital Twin

Real-time 3D Plant Simulation

Detect losses. Improve yield. Optimize performance in real time.

An interactive model of your production flow — tracking speed, stoppages, and output.

Gain full visibility into every bottle's journey, from the hot end to final sorting.

AI Audit & CAPA Intelligence

Close the loop between issues and corrective action

Most systems show you what went wrong. Tork ensures it never happens again.

[AUDIT: FIELD_INTELLIGENCE]

AI Audit Assistant

  • Guided inspection checklists by area
  • Photo & voice evidence capture
  • Standardised non-conformity reporting
[ENGINE: ROOT_CAUSE_AI]

Smart CAPA Engine

  • Root cause classification & clustering
  • Recurring issue detection across shifts
  • Priority scoring based on production impact
[TRACK: CORRECTIVE_ACTION]

Corrective Action Tracking

  • Owner accountability & deadline management
  • Escalation alerts on overdue actions
  • Full audit trail for compliance
[VERIFY: EFFECTIVENESS_LOOP]

Effectiveness Verification

  • Verifies resolution using live operational data
  • Detects recurrence automatically
  • Closes the loop — permanently
ROI Estimator

Estimate your operational gains

A quick back-of-the-envelope calculator for improvement potential.

Drag sliders to simulate outcomes
Estimated monthly impact
+8% Efficiency Boost
Get Started

Gain control of production performance and eliminate recurring issues.

See how production intelligence and AI-driven CAPA improve plant performance.

  • Increased operational visibility across all lines
  • Faster response to production issues and deviations
  • Reduction in recurring problems and repeat stoppages
  • Improved shift accountability and team coordination
  • Better production performance — measurable within weeks

Talk to the team building Tork

No sales scripts. Just engineers understanding your production challenges.

We'll reach out within 24 hours. No sales pressure.

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