ACROSS INDUSTRIESSEE WHAT MOVED. PROVE WHAT ARRIVED.
Every check leaves a timestamped record. On your existing cameras. Images stay in the building.
MANUFACTURING ·
WAREHOUSING & LOGISTICS ·
UNMANNED SYSTEMS ·
HEALTHCARE ·
R&D & LIFE SCIENCES ·
AGRICULTURE ·
CONSTRUCTION ·
ENERGY & UTILITIES ·
TRANSPORT ·
RETAIL ·
MANUFACTURING · WAREHOUSING & LOGISTICS · UNMANNED SYSTEMS · HEALTHCARE · R&D & LIFE SCIENCES · AGRICULTURE · CONSTRUCTION · ENERGY & UTILITIES · TRANSPORT · RETAIL ·
THE JOBDifferent buildings, same check.
Things move through your facility all day, and get checked by eye: what arrived, whether it is damaged, whether the set is complete, whether the shelf still has stock on it.
The same work exists in a hospital, a laboratory, a plant, a warehouse, just known by a different name. MAKRR automates it all.
HEALTHCARE
Sterile services, theatre prep, ward stores.
The highest-volume manual counting in a hospital happens in these rooms, and the gowning rules that cover the same rooms are already audited.
Sterile tray and set completeness · Case cart contents · Ward store and supply cupboard levels · Goods receipt at the loading bay · Condition checks on reprocessed items · Gowning and PPE compliance in sterile processing and theatre prep
WAREHOUSING AND LOGISTICS
The gate, the yard, the dock.
Damage claims and shrinkage are numbers you already track and already argue about with counterparties, and the argument comes down to what anyone can prove about the moment the goods were handled.
Pallet and parcel counting · Damage at load and unload · Load verification against the manifest · Container and trailer identification at the gate · Dock occupancy and yard state · PPE on the dock
Precision inspection is already solved on the lines that justify it, and everything around it is still done by eye because it is too small or changes too often to justify an integrator.
Surface and component defects · Presence and position before an assembly closes · Unit and part counting · Label and pack verification · Foreign material · PPE in the zones that require it
MANUFACTURING
Assembly, packaging, goods-in.
MOVEMENT
Training grounds, plant floors, loading bays.
The same detection that measures an athlete through a drill measures a technician through a gowning sequence or a handler through a load.
Movement and posture through a defined zone · Sequence and process adherence · Interaction with equipment and infrastructure · Ergonomics and load handling · Athletic performance analysis
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Frequently Asked Questions
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Anything you can film: materials, defects, objects, contaminants, inventory, anomalies, equipment issues, etc.
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Yes. CCTV, RTSP, USB, industrial, robot and drone feeds connect without new hardware. Where a view is not usable for a particular check, we say so before anything is scoped rather than after.
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No. MAKRR is built for operational teams. Most users train and deploy models without any coding or ML background.
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Accuracy depends on your dataset and environment. We provide guidance and tools to help you improve it over time.
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Most work starts with one problem on your own footage. We scope it, build to a fixed date, and deploy at the edge. Support and retraining run separately. Larger deployments are quoted.
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The platform produces events and an export your systems can consume. A connector into a specific system is separate work, scoped and priced on its own.
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Validation is your process. MAKRR supplies a timestamped record into it. Where a specific validation requirement applies, it is scoped before anything is built.