Armada and Chorus Launch PRO Connect to Bring Item-Level Sensing to Foodservice Distribution

Supply chain technology company Armada has partnered with sensing specialist Chorus to launch PRO Connect, an item-level visibility system that uses Bluetooth-enabled smart labels and sensor analytics to monitor individual products as they move through distribution networks. Foodservice is the initial focus.

How the system works

PRO Connect links Armada’s Profitable Response Orchestration (PRO) platform with Chorus sensors, software and physical AI capabilities. Active Bluetooth labels attached to goods generate signals that are collected through existing network infrastructure and used to track location, condition and movement.

The system monitors:

• Inventory position across distribution centres, transport and customer sites.
• Dwell time and product ageing.
• Condition data for sensitive or perishable goods.
• Exception events such as unexpected delays or missed deliveries.

Armada reports that foodservice pilots achieved close to 100% accuracy across inventory tracking, delivery verification, product counts and fulfilment timeliness. Those results are company-reported from pilot deployments rather than independent network-wide testing.

Why item-level matters in foodservice

Conventional tracking records the location of a trailer, container or pallet but offers little evidence about whether each case inside is present, correctly routed or in suitable condition. Once a pallet is broken down and cases travel to different customers or sit in a warehouse for different periods, that gap widens.

Foodservice distribution combines high volumes with short shelf lives, making granular visibility particularly valuable. Knowing the location and age of each case supports stock rotation, delivery confirmation and investigation of shortages without relying solely on manual scanning and reconciliation.

Item-level records also strengthen chain-of-custody evidence. Verifying a delivery at product level gives shippers and receivers a more precise record than confirmation that a vehicle arrived, narrowing disputes when quantities do not match.

From data to decisions

Armada positions PRO as the orchestration layer that turns sensor signals into action. Rather than adding another dashboard for staff to monitor, events such as an unexpected dwell, inventory discrepancy or condition breach are treated as exceptions that trigger workflows across warehouse, transport and inventory systems.

Chief executive Chris O’Brien said PRO Connect provides customers with the item-level data needed to take proactive control of their supply chains.

Chorus, which was spun out of X, Alphabet’s moonshot factory, operates in 21 countries. Beyond foodservice, the partners see potential in healthcare, logistics, transportation and life sciences.

Scaling challenges

Moving from pilots to large networks will expose practical constraints. Labels must be applied consistently, signals captured reliably across varied sites and vehicles, and identifiers kept correctly associated with inventory records throughout each journey. A precise location linked to the wrong product record remains an error.

Economics also matter. Tagging costs must be justified by product value and the savings delivered through fewer shortages, less reconciliation work, reduced delivery disputes and lower spoilage. Systems must also filter millions of routine movements so that only meaningful exceptions reach staff.

Outlook

Item-level sensing is gaining traction as label and connectivity costs fall. For foodservice distributors operating on thin margins, the question is no longer whether individual cases can be tracked, but whether that visibility improves operational decisions enough to pay for itself. PRO Connect’s wider rollout will provide a useful test.