Use Cases
Redsand delivers an agentic AI appliance that industries can deploy to automate, augment and orchestrate real-world operations.
Manufacturers deploy the agentic appliance directly on the factory floor to continuously inspect production lines, identify defects, and support safety monitoring in real time. The appliance could operate alongside existing manufacturing systems, analysing visual data as products move through production and generating structured inspection outputs for quality teams.
Defect detection, surface inspection, safety vision
Quality reports, inspection records, audit trails
Technician alerts and hands-free guidance
Retailers could deploy an agentic appliance within stores or distribution environments to monitor shelves, track inventory levels, and identify out-of-stock or misplacement issues in near real time. The appliance could process visual data locally, generate structured inventory insights, and support store staff without reliance on centralised cloud systems.
Shelf analytics, product recognition, planogram compliance
Invoice ingestion, order extraction, stock and replenishment reports
Store assistant support and staff notifications
Logistics operators use an agentic appliance at warehouses, ports, or within fleet environments to automate cargo inspection, damage detection, and logistics documentation. The appliance could combine visual inspection with document processing and voice interaction to support drivers and dispatch teams throughout transport operations.
Cargo imaging, damage detection, load verification
Waybills, invoices, customs and shipping documents
Driver support, dispatch interaction, status updates
Energy and utility providers deploy agentic appliance directly at substations, pipelines, or remote infrastructure sites to monitor assets and support field operations. The appliance could operate reliably in bandwidth-constrained environments while generating structured maintenance and compliance records on site.
Asset inspection, anomaly detection, condition monitoring
Maintenance logs, compliance documentation, field reports
Technician guidance, hands- free reporting
Financial institutions could deploy the agentic appliance within regulated environments to support KYC, onboarding, and compliance workflows while maintaining full data sovereignty. The appliance could process identity data and sensitive documents locally without exposure to public cloud platforms.
Identity verification, compliance imaging
KYC extraction, contracts, statements, audit records
Customer verification and compliance support
Insurance providers could deploy the agentic appliance to streamline claims processing, automate visual damage assessment, and manage supporting documentation across the claims lifecycle. The appliance could reduce manual handling while preserving traceability and auditability.
Damage assessment, visual evidence analysis
Claims documentation, policy forms, case records
Claim intake, field inspection guidance
Contact centres could deploy an agentic appliance as an always-on AI layer to automate customer interactions, support human agents, and manage customer records in real time. The appliance could operate close to customer systems, enabling low-latency interactions and predictable operating costs.
Visual identity verification (where required)
Case files, account records, customer documentation
Call automation, routing, summarisation
Public-sector organisations could deploy the appliance within sovereign or regulated environments to support permitting, licensing, and compliance operations. The appliance could process site imagery, structured forms, and citizen interactions locally while maintaining full control over public data.
Site verification, compliance imaging
Forms, permits, licenses, regulatory records
Citizen-facing service agents and assistance
Contact centres could deploy an agentic appliance as an always-on AI layer to automate customer interactions, support human agents, and manage customer records in real time. The appliance could operate close to customer systems, enabling low-latency interactions and predictable operating costs.
Visual identity verification (where required)
Case files, account records, customer documentation
Call automation, routing, summarisation
Energy and utility providers deploy agentic appliance directly at substations, pipelines, or remote infrastructure sites to monitor assets and support field operations. The appliance could operate reliably in bandwidth-constrained environments while generating structured maintenance and compliance records on site.
Asset inspection, anomaly detection, condition monitoring
Maintenance logs, compliance documentation, field reports
Technician guidance, hands- free reporting
Financial institutions could deploy the agentic appliance within regulated environments to support KYC, onboarding, and compliance workflows while maintaining full data sovereignty. The appliance could process identity data and sensitive documents locally without exposure to public cloud platforms.
Identity verification, compliance imaging
KYC extraction, contracts, statements, audit records
Customer verification and compliance support
Retailers could deploy an agentic appliance within stores or distribution environments to monitor shelves, track inventory levels, and identify out-of-stock or misplacement issues in near real time. The appliance could process visual data locally, generate structured inventory insights, and support store staff without reliance on centralised cloud systems.
Shelf analytics, product recognition, planogram compliance
Invoice ingestion, order extraction, stock and replenishment reports
Store assistant support and staff notifications
Manufacturers deploy the agentic appliance directly on the factory floor to continuously inspect production lines, identify defects, and support safety monitoring in real time. The appliance could operate alongside existing manufacturing systems, analysing visual data as products move through production and generating structured inspection outputs for quality teams.
Defect detection, surface inspection, safety vision
Quality reports, inspection records, audit trails
Technician alerts and hands-free guidance
Logistics operators use an agentic appliance at warehouses, ports, or within fleet environments to automate cargo inspection, damage detection, and logistics documentation. The appliance could combine visual inspection with document processing and voice interaction to support drivers and dispatch teams throughout transport operations.
Cargo imaging, damage detection, load verification
Waybills, invoices, customs and shipping documents
Driver support, dispatch interaction, status updates
Insurance providers could deploy the agentic appliance to streamline claims processing, automate visual damage assessment, and manage supporting documentation across the claims lifecycle. The appliance could reduce manual handling while preserving traceability and auditability.
Damage assessment, visual evidence analysis
Claims documentation, policy forms, case records
Claim intake, field inspection guidance
Public-sector organisations could deploy the appliance within sovereign or regulated environments to support permitting, licensing, and compliance operations. The appliance could process site imagery, structured forms, and citizen interactions locally while maintaining full control over public data.
Site verification, compliance imaging
Forms, permits, licenses, regulatory records
Citizen-facing service agents and assistance
