Watchtower

Decision Intelligence that Drives Safety and Efficiency

A Physical AI system that reduces safety risks, enhances inventory intelligence and enforces operational discipline across the facility.
Why Watchtower

Unified Intelligence Across Safety, Inventory and Compliance

Prevent collisions where visibility is naturally limited

Watchtower monitors high-risk intersections, cross-aisles, and rack blind-spots to warn operators and avoid forklift–forklift or forklift–pedestrian impacts.

Predictive Crossing Alerts

Detect converging equipment before they enter each other’s path.

Intersection Slow-Down Triggers

Activate zone slow commands when closing speeds are unsafe.

Line-of-Sight Restoration

Provide operators with visual cues for unseen movement.

Near-Miss Evidence Capture

Record violations and trends to improve layout decisions.

Keep workers safe around robots that share warehouse space.

Watchtower enforces safe zones around autonomous machines and triggers controlled stops when people or objects enter restricted paths.

Human Intrusion Detection

Automatically slow or stop robots upon zone breach.

Foreign Object Prevention

Detect wrap, broken pallets, or debris blocking robot paths.

Adaptive Safety Buffering

Adjust safe-distance thresholds based on equipment speed.

Event-Driven Safety Logging

Provide visual justification for every safety intervention.

Turn every forklift movement into continuous inventory auditing

Cameras on forklifts read labels, detect pallet IDs, and track placements without adding steps for operators.

Automatic Slot Verification

Confirm the correct rack, bay, or floor location instantly.

Mid-Motion Barcode Scanning

Capture SKUs and lot codes even during movement.

Misplacement Alerting

Flag items placed in the wrong zone or level.

Movement-Based Coverage

Use routine forklift paths to check 100% of inventory flows.

Verify that goods move correctly through automated and manual flow areas

Watchtower tracks choke points, missing components, and takt deviations across conveyors, kitting cells, and packing lines.

Conveyor Jam Prevention

Detect buildup, stalled cartons, and wrap entanglement.

Takt & Cycle Drift Insight

Identify slowdowns by shift, product type, or order mix.

Component Completeness Checks

Validate each kit or pack to avoid miss-shipments.

Flow Evidence Recording

Provide clear proof of where delays originated.

Ensure aisles, crosswalks, and emergency routes remain open and safe.

Watchtower detects misplaced pallets, improper staging, and walkway obstruction in real time.

Aisle Blockage Alerts

Notify teams when forklifts or pallets obstruct critical flow.

Congestion Heatmaps

Visualize crowding around shipping, picking, or packing.

Shift-Based Path Analysis

Compare movement patterns across shifts or demand peaks.

Route Compliance Evidence

Document blocked exits or unsafe staging for audits.

Track behavior that leads to avoidable incidents and injuries.

Watchtower identifies unsafe motions, PPE lapses, and fall risks without disrupting operations.

Contextual PPE Monitoring

Detect missing safety gear only in designated hazard zones.

Fall & Ladder Risk Detection

Identify unsafe climbing, overreach, and unstable standing.

Handling Behavior Insight

Flag risky lifting or high-force motions.

Shift Safety Reporting

Automated visual logs for EHS reviews and corrective action.
Integrations

Ecosystem of Partners and Integrations

Explore how Grid Supervisor integrates with utility protocols, sensors, and enterprise systems to deliver unified grid intelligence.
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IT Systems

ERP, WMS and SCM  data integrations to map vision AI based physical audit data
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Modbus

Read and write to PLC registers to trigger safety stops and other custom logic based on vision AI unified data
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MQTT

Subscribe and publish to MQTT to trigger safety stops and other custom logic based on vision AI unified data
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OPC-UA

Connect with OPC-UA complatible systems to trigger custom logic based on vision AI unified data
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SafetyCulture

Automatically generate issues, attaching the required visual proof in photos and videos for full verification
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Integration Clouds

Work faster and smarter by integrating with other integration clouds that has many built-in adaptors

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Frizb AI Supervisor

Unified Visual Intelligence for Safer &  Efficient Logistics

Improves Warehouse Safety and Predictability
Delivers continuous awareness of people, forklifts, AMRs, pallets, and blind-corner risks to reduce collisions, unsafe interactions, and unplanned downtime across busy facilities.
Boosts Throughput and Inventory Accuracy
Provides visual proof of pallet movement, conveyor flow, loading delays, and SKU handling to cut search time, prevent miss-routes, and improve real-time inventory quality.
Edge Processed and Facility Safe
All inferencing runs locally inside the warehouse so video never leaves your environment and no connection to the public cloud is needed for analysis.
No Retraining Required for Daily Changes
Automatically adapts to shifting pallets, new layouts, seasonal fluctuations, and evolving traffic patterns—delivering consistent intelligence across dynamic warehouses.