Overview

Manufacturing operations often operate with limited real-time visibility, resulting in inefficiencies across productivity, safety, and compliance.
Seewise AI addresses this gap by enabling continuous monitoring of:

• Man (Workforce behaviour and safety)
• Machine (Utilisation and downtime)
• Method (Process adherence)
• Material (Usage and losses)

This integrated approach ensures better decision-making, risk reduction, and operational control.

Key Challenges Addressed

Organisations typically face:

• Untracked downtime and idle machinery
• Prolonged cycle times and productivity leakage
• Workplace safety risks and unsafe practices
• Material wastage and inefficient processes
• Compliance gaps and audit challenges
• Delayed emergency response
• Unauthorised access and restricted area violations

These issues directly impact output, cost, and regulatory exposure.

Solution Approach

Seewise AI leverages:

• Existing CCTV infrastructure as the primary data source
• A proprietary Vision Language Model (VLM)
• Real-time 4M monitoring framework

This enables:

• Continuous monitoring without manual intervention
• Real-time violation detection
• Immediate alerts for proactive action

Core Capabilities

• Real-time monitoring of shopfloor activities
• End-to-end operational visibility
• Automated alerts for safety and process violations
• Predictive and preventive insights
• Centralised dashboard for performance tracking
• Digital traceability for audit and compliance

Solution Modules

Seewise AI delivers modular solutions across key operational areas:

Workforce & Safety Monitoring

• PPE compliance monitoring
• People presence and crowd detection
• Unsafe behaviour identification

Movement & Logistics Monitoring

• Forklift and vehicle movement tracking
• Collision detection and overspeed alerts
• Truck entry, exit, and loading optimisation

Machinery & Process Monitoring

• Equipment utilisation and availability
• Downtime and idle tracking
• Production cycle monitoring

Premises & Compliance Monitoring

• Restricted area access control
• Emergency exit monitoring
• Fire safety compliance tracking
• Unattended object detection

Business Outcomes

Implementation results in measurable improvements:

• Reduced downtime, stoppages, and operational losses
• Improved machine utilisation and workforce productivity
• Reduction in material wastage
• Enhanced safety compliance and incident reduction
• Faster emergency response readiness
• Improved audit traceability and reporting
• Strengthened operational governance and control

Operational Impact

Manufacturing organisations face significant financial exposure due to inefficiencies and non-compliance:

• High costs associated with downtime, incidents, and inefficiencies
• Increased legal, insurance, and compliance-related risks
• Higher operational expenditure due to productivity loss

Seewise AI enables organisations to reduce these risks and drive measurable ROI.

Technology & Integration

The platform integrates with existing enterprise systems including:

• PLC and industrial control systems
• MES (Manufacturing Execution Systems)
• Legacy systems and IoT sensors
• Communication systems such as email and SMS alerts

Deployment flexibility:

• On-premise
• Cloud
• Hybrid

Case Insight (Illustrative Impact)

• Improved production output by increasing operational cycles
• Reduced downtime and unavailability
• Enhanced process efficiency and resource optimisation

Why Seewise with Inspace

• Built specifically for manufacturing environments
• Rapid and measurable improvements in productivity and safety
• Real-time monitoring across multiple parameters
• End-to-end implementation and support by Inspace
• Continuous optimisation through AI-driven insights

Engagement Model

Inspace acts as the implementation partner, delivering:

• Requirement assessment and solution design
• Deployment and integration support
• Customisation aligned to plant operations
• Ongoing optimisation and support