ENTERPRISE SOLUTIONS

ENTERPRISE SOLUTIONS

ENTERPRISE SOLUTIONS

Tailored Intelligence for High-Scale Operations

Tailored Intelligence for High-Scale Operations

Tailored Intelligence for High-Scale Operations

A complete breakdown of how Lumina’s spatial intelligence engine powers real-time optimization, automated oversight, and predictive execution across key global industries.

A complete breakdown of how Lumina’s spatial intelligence engine powers real-time optimization, automated oversight, and predictive execution across key global industries.

A complete breakdown of how Lumina’s spatial intelligence engine powers real-time optimization, automated oversight, and predictive execution across key global industries.

01 / RETAIL & E-COMM

01 / RETAIL & E-COMM

Dynamic Stock Optimization

Dynamic Stock Optimization

Dynamic Stock Optimization

Ingest physical store vision and digital demand streams to automate inventory flow and shelf intelligence.

Ingest physical store vision and digital demand streams to automate inventory flow and shelf intelligence.

Eliminate stockouts and visual merchandising blind spots. Lumina processes live video feeds and checkout telemetry to continuously track shelf density, foot-traffic heatmaps, and demand spikes—triggering automated restocking workflows in real time.


  • Real-Time Shelf Monitoring: Visual tracking flags depleted inventory and misplaced assets instantly.

  • Foot-Traffic Heatmapping: Analyze shopper dwell times to optimize product placement and layout.

  • Omnichannel Demand Sync: Align physical store inventory levels with digital fulfillment nodes automatically

Eliminate stockouts and visual merchandising blind spots. Lumina processes live video feeds and checkout telemetry to continuously track shelf density, foot-traffic heatmaps, and demand spikes—triggering automated restocking workflows in real time.


  • Real-Time Shelf Monitoring: Visual tracking flags depleted inventory and misplaced assets instantly.

  • Foot-Traffic Heatmapping: Analyze shopper dwell times to optimize product placement and layout.

  • Omnichannel Demand Sync: Align physical store inventory levels with digital fulfillment nodes automatically

02 / MANUFACTURING

02 / MANUFACTURING

Interactive Spatial Intelligence

Interactive Spatial Intelligence

Interactive Spatial Intelligence

Predictive Maintenance & Supply Chain Sync

Predictive Maintenance & Supply Chain Sync

Catch component defects at sub-millisecond speeds. Lumina combines visual inspection algorithms with machinery sensor telemetry to flag line anomalies early, score degradation risks, and synchronize supply chain throughput automatically.


  • Automated Flaw Inspection: High-speed vision models spot microscopic surface and assembly defects.

  • Predictive Asset Scoring: Anticipate machine failures days before downtime impacts production targets.

  • Supply Chain Synchronization: Dynamically adjust line speeds based on real-time material availability.

Catch component defects at sub-millisecond speeds. Lumina combines visual inspection algorithms with machinery sensor telemetry to flag line anomalies early, score degradation risks, and synchronize supply chain throughput automatically.


  • Automated Flaw Inspection: High-speed vision models spot microscopic surface and assembly defects.

  • Predictive Asset Scoring: Anticipate machine failures days before downtime impacts production targets.

  • Supply Chain Synchronization: Dynamically adjust line speeds based on real-time material availability.

03 / LOGISTICS

03 / LOGISTICS

Route & Inventory Balancing

Route & Inventory Balancing

Route & Inventory Balancing

Optimize fleet dispatching and automated warehouse operations through real-time spatial analytics.

Optimize fleet dispatching and automated warehouse operations through real-time spatial analytics.

Streamline complex movement across yards, fulfillment centers, and transport corridors. Lumina processes spatial telemetry to auto-balance inventory across distribution hubs, eliminate dock bottlenecks, and compute real-time route adjustments.


  • Autonomous Yard Oversight: Track container placement, trailer status, and dock utilization live.

  • Dynamic Route Rebalancing: Re-route fleets on the fly using live spatial grid and weather telemetry.

  • Warehouse Throughput Tuning: Prevent congestion points in high-volume automated picking zones.

Streamline complex movement across yards, fulfillment centers, and transport corridors. Lumina processes spatial telemetry to auto-balance inventory across distribution hubs, eliminate dock bottlenecks, and compute real-time route adjustments.


  • Autonomous Yard Oversight: Track container placement, trailer status, and dock utilization live.

  • Dynamic Route Rebalancing: Re-route fleets on the fly using live spatial grid and weather telemetry.

  • Warehouse Throughput Tuning: Prevent congestion points in high-volume automated picking zones.

04 / ENTERPRISE

04 / ENTERPRISE

Custom Agentic Workflows

Custom Agentic Workflows

Custom Agentic Workflows

Deploy secure, autonomous AI agent networks tailored to proprietary enterprise infrastructure.

Deploy secure, autonomous AI agent networks tailored to proprietary enterprise infrastructure.

Scale complex decision-making across disparate business units. Lumina enables enterprise teams to configure custom visual AI agents that execute multi-step operational workflows while adhering to strict governance and permission protocols.


  • Tailored Model Logic: Fine-tune vision models on proprietary enterprise datasets and internal workflows.

  • Granular Agent Governance: Set strict operational boundaries and human-in-the-loop validation triggers.

  • Zero-Trust Enterprise Integration: Run fully autonomous agent pipelines securely within private cloud infrastructure.

Scale complex decision-making across disparate business units. Lumina enables enterprise teams to configure custom visual AI agents that execute multi-step operational workflows while adhering to strict governance and permission protocols.


  • Tailored Model Logic: Fine-tune vision models on proprietary enterprise datasets and internal workflows.

  • Granular Agent Governance: Set strict operational boundaries and human-in-the-loop validation triggers.

  • Zero-Trust Enterprise Integration: Run fully autonomous agent pipelines securely within private cloud infrastructure.

Ready to scale your visual intelligence?

Ready to scale your visual intelligence?

Ready to scale your visual intelligence?

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