Product Count

Every high-volume production line runs on the same fragile ritual: someone with a clipboard, or a mechanical counter bolted to a conveyor, trying to keep an honest tally of everything leaving the plant. It works — until it doesn't. A missed crate here, a jammed sensor there, and by the time anyone notices the numbers don't add up, the stock has already left the dock.

Blore.AI built a computer-vision platform that removes that fragility entirely: cameras that watch every crate and product as it moves through packing, loading, and dispatch, and an on-premise AI engine that counts it correctly, every time, without a person ever touching a clipboard.

Manual and mechanical counting feels manageable at small scale — until volume, SKU variety, and shift changes start working against it.

• Labour-intensive tallying that doesn't scale as throughput grows
• Human error and inconsistency between shifts, operators, and machines
• No real-time visibility — discrepancies surface days later, if at all
• Difficult reconciliation and audit trails when the only record is a handwritten log
• A growing product range that manual processes simply can't keep pace with

These aren't small inefficiencies. At scale, they become shrinkage, reconciliation disputes, and blind spots in exactly the data management needs most.

Blore.AI's counting platform automatically detects, counts, and records crates and product units in real time, minimizing manual intervention, reducing human error, and providing reliable, audit-ready data for reconciliation — right at the point of packing, loading, and dispatch.

It's not a bolt-on gadget. It's a full system: AI-enabled cameras and sensors on the line, an on-premise processing engine that does the detection and tracking, live dashboards that make the numbers visible to everyone who needs them, and automatic synchronization with the business systems that already run the plant.

The system runs as a continuous, four-stage cycle:

• Capture — AI-enabled cameras and sensors continuously observe every line and conveyor
• Analyse — An on-premise AI engine detects each unit, tracks it, and matches it to its correct product variant
• Visualise — Results appear instantly on live dashboards, with configurable alerts for anything that looks wrong
• Integrate — Verified counts sync automatically with ERP and business systems, no manual data entry required

Underneath that cycle sits a more granular process for every single item: capture the frame, detect the object, track and classify it against known product variants, count and cross-validate against any existing sensor data, flag anomalies the moment they appear, and report the result. The same loop, repeating thousands of times a shift, is what makes "real time" an accurate description rather than a marketing phrase.

This isn't a lab demo — it's designed around what actually happens on a working line.

• Automatic detection and counting at every line or machine, with no manual counting step
• Continuous, real-time video analytics across every conveyor, not periodic sampling
• Automatic recognition of different product variants, adapting reliably to changing lighting and plant conditions
• Live, on-screen counters per line, with configurable visual and audio alerts
• Centralized dashboards with up to a year of historical data for trend comparison
• Compatibility with sensors and counters already installed on existing machinery
• Built-in anomaly detection for count mismatches, idle lines, or unexpected human interference
• A continuously learning model that gets more accurate over time, not less
• Straightforward extension to new products or packaging types without a system overhaul
• Near-zero processing delay, so the system never becomes the bottleneck it was meant to remove

For a plant where counting can't afford to stop even for a minute, that combination of full data control and built-in redundancy isn't a technical footnote — it's the difference between a system that's trusted and one that's tolerated.

Real-time, audit-ready counting isn't a nice-to-have anymore — it's how modern production lines protect their margins.
Blore.AI turns every camera on your line into an auditor that never blinks.