SealVision — Inline Seal Quality Analytics Platform

SealVision: Inline Seal Quality Analytics Platform

SealVision is an enterprise computer-vision and thermographic analytics platform for monitoring heat-seal quality in food, beverage, and consumer goods packaging operations. It receives high-frequency inspection data from edge-deployed thermal imaging appliances and provides real-time dashboards, batch traceability, defect heatmaps, and process drift detection for QA managers and plant operators.

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Key Capabilities & Architecture

1. 100% Inline Thermal Verification

• Continuous Monitoring: Inspects every package inline at line speeds (100–1,200 units/minute) without slowing down manufacturing operations.
• Sampling Blind Spot Elimination: Replaces periodic destructive sampling intervals with continuous, deterministic thermal quality verification.

2. Subsurface Contamination & Defect Detection

• Multimodal AI Vision: Combines Long-Wave Infrared (LWIR) active thermography with high-resolution RGB imaging.
• Diffusivity Anomaly Scoring: Identifies trapped product particles, grease, liquids, and folds that alter polymer heat dissipation.

3. Real-Time Process Drift & Predictive Maintenance

• Thermal Degradation Alerts: Detects sealing jaw temperature drops, pressure imbalances, and dwell-time fluctuations before catastrophic seal failures occur.
• Predictive Jaw Heater Tracking: Flags heater element wear over continuous production shifts.

4. Sub-50ms Industrial Edge Reject Integration

• Deterministic Latency: Executes inference and dispatches pneumatic reject signals to industrial PLCs in under 50ms.
• Zero-Code Calibration: Rapid changeover support using a 'Golden Sample' workflow (30–50 verified good seals).

5. Complete Batch Traceability & Compliance

• Synchronized Heatmaps: Stores linked RGB and thermal radiometric frames for every inspection event.
• Audit-Ready Reporting: Full shift-level and batch-level statistical process control (SPC) analytics.

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Target Manufacturing Applications

• Modified Atmosphere Packaging (MAP): Rigid and semi-rigid food trays (meat, poultry, dairy, ready meals).
• Vertical Form-Fill-Seal (VFFS): Snack food, pet food, and powder pouch packaging.
• Thermoforming Lines: Roll-fed blister and tray sealing machines.
• Quality Assurance & Traceability: Quality Directors requiring zero-recall compliance.