Manufacturing performance is shaped by thousands of physical decisions — what gets replenished, what gets picked, what happens during a line changeover, and where every batch has been.
Ithina connects the physical edge, AI intelligence and human execution into one closed loop. Powered by real-time intelligence, our Replenishment and Line Changeover Agents work together with connected workstation tags to keep every station moving.
Challenges
A production bin can run empty without anyone noticing immediately. The resulting supervisor call, manual task creation and worker dispatch can leave the line idle before the material reaches the station.
A wrong item picked in an operational environment can pass through the next stage before anyone catches it. Ithina's Pick Accuracy workflow is designed to intercept mismatches at the point of action.
Changing a production line requires every station to know exactly what to do. In high-attrition environments, relying on individual experience creates a fragile execution process.
When a specific batch cannot be located in real time, quality investigations fall back on memory and paper records, making it difficult to reconstruct what happened.
Without a connected custody trail, teams may not have an immediate record of who handled a container, where it moved and when the handoff occurred.
The manufacturing environment already generates signals, but the value comes from connecting those signals to reasoning, approval and execution at the physical point of work.
Solutions
Ithina combines physical endpoints, connectivity, intelligence and human control to connect operational signals to action. Its industrial architecture brings together Pick, Locate, Custody and Request capabilities with Maestro's reasoning and orchestration layer.
A low production bin becomes an immediate action. A worker triggers the request, Maestro creates the task, identifies the right available worker and activates the supply-shelf LED to guide them to the location.
Explore Priority Order Replenishment
When a changeover starts, the right instructions are delivered to every workstation tag. Workers confirm each step, and the line cannot be released until every station has completed its required steps.
Where Ithina Fits
Ithina Maestro
Maestro connects physical signals, AI reasoning and operational action into one closed loop — helping manufacturing teams perceive what is happening, make informed decisions, execute at the edge and continuously learn from outcomes.
Explore Maestro
Ithina Edge captures signals from the physical environment through sensors, cameras and connected endpoints.
Ithina Intelligence analyses those signals, applies context and reasoning, and determines the appropriate action.
Approved actions move through Ithina Command and are delivered to physical endpoints, handheld applications and operational workflows.
Every decision and outcome becomes part of the closed loop, allowing Maestro to continuously observe decisions, approvals and outcomes and improve its reasoning over time.
Customer Story
A large aviation and defence manufacturer represents an early manufacturing deployment, with significant expansion potential across plants.
Ithina's manufacturing expansion also includes pharma manufacturing use cases, including expiry-related applications.
Proof of Performance
$260,000 /hr
Average cost of unplanned line downtime highlighted in the Ithina Replenishment workflow.
30 seconds
Time required to pull the complete production history of a batch with Maestro Custody Trace.
New joiners perform like veterans
Maestro Line Changeover puts the required instructions at the workstation, reducing dependence on knowledge held only within the workforce.
Intelligence Beyond Manufacturing
The same intelligence and execution architecture extends beyond the factory — connecting retail, warehouse operations and goods in motion through the physical edge, intelligence and command.
Bring intelligence to the shelf edge, connecting real-time retail signals with pricing, margin, planogram, perishables and promotional decisions.
Bring visibility and execution guidance directly to the warehouse floor.
Connect goods in motion with location, retrieval, delivery and custody intelligence.
Products
Wireless pick-to-light technology guides workers to the right location, reducing search time and manual errors while enabling faster, more accurate picking.
Provides zone-level location capabilities for machines, tools and packages across factories and warehouses.
A large configurable button provides a simple physical trigger for workflows such as dispatch and changeover.
FAQ
The Ithina decks identify Replenishment, Pick Accuracy, Line Changeover and Custody Trace as core industrial agentic use cases.
Maestro connects physical events to tasks and execution. For replenishment, for example, a worker request can create a task, assign the right available worker and activate the relevant LED without a supervisor phone call.
Custody Trace records WIP movement and handoffs, allowing supervisors to retrieve the complete custody trail of a batch, including stations, people and timestamps.
Yes. In the Line Changeover workflow, the display tag at each station shows the specific instruction required for that changeover, with workers confirming each step.
Connect what is happening on the floor to what needs to happen next.
