CognitioFlow · cognitive process automation for industrial & warehouse robotics News Changelog systems nominal
SOLUTIONS BY INDUSTRY

Each floor breaks in its own way. The loop is the same.

Four environments, four classes of exception, one approach: observe the live process, reason a response, act through the existing PLC and SCADA, and remember what worked. Every scenario below is grounded in the operating reality of that environment — not in a feature list.

AMR blocked lane racking · aisle A
IDX 01

Warehouse & fulfillment

The floor runs on material handling: inbound receiving, putaway, pick, sortation, outbound. The exceptions that cost a shift are the routine ones — a tote that never arrived, a jammed divert, an order that changed after release. Scripted WCS logic halts the line and pages a human; adaptive routing keeps flow moving around the failure while the human is still being notified.

Representative scenario — sortation jam
Situation

A divert actuator faults mid-wave and a tote wedges in lane A. The WCS has no rule for this and calls for a stop.

Response

CognitioFlow reads the jam from the PLC, re-routes downstream totes to lane B, and flags the divert for inspection — no full stop.

Outcome

The wave keeps flowing around the fault. OEE stops bleeding, and the exception is logged for the next run.

adaptive routingexception handlingWCS / WMS handoffOEE
re-plan cell controller / PLC
IDX 02

Discrete manufacturing

Assembly cells, machining, and machine tending run on tight cycle budgets and strict tolerance windows. The plan breaks on the small things: a blank that feeds misaligned, a part that measures out of spec, a tool that drifts. The default response is a fault and a reset; the cognitive response is to re-sequence the operation and keep the work-cell productive.

Representative scenario — mis-fed blank
Situation

A machining cell's robot picks a blank that the sensor reads as out of tolerance. Pre-scripted logic faults the cell and waits.

Response

CognitioFlow interprets the deviation against the job's goal, re-sequences to the next queued part, and routes the bad blank to quarantine.

Outcome

The cell keeps producing while the outlier is handled out-of-band. Tooling drift is flagged before it becomes a fault.

work-cellmachine tendingexception handlingMES handofftooling drift
dock lane A dock lane B trailer diverter re-balance
IDX 03

Logistics & distribution

Cross-docking and parcel routing live and die by the arrival sequence — and the arrival sequence never matches the plan. Trailers show up out of order, a lane backs up, a destination weight limit is close. Adaptive routing at the diverter re-balances flow across lanes in real time instead of forcing a manual re-dispatch.

Representative scenario — lane backup
Situation

A dock lane hits its buffer limit mid-wave while parcels for it keep arriving on the sorter.

Response

CognitioFlow re-balances the diverter, spilling to an open lane, and re-sequences the outbound queue to protect the loading order.

Outcome

No divert fault, no re-sort wave. The dock stays on schedule without a manual override.

adaptive routingcross-dockingdock schedulingmaterial handling
load shift process skid
IDX 04

Energy & utilities

Process plants and remote assets are governed by setpoints and guarded by safety interlocks that cannot be overridden. When a feed changes composition or a load shifts, the response has to hold the target while staying inside every guard. Cognitive control re-tunes the process within those bounds — and never reaches through an interlock to do it.

Representative scenario — feed composition drift
Situation

Incoming feed drifts off-spec mid-shift, pulling a key process variable toward its alarm threshold.

Response

CognitioFlow re-tunes the relevant setpoints within interlock bounds and schedules a maintenance flag — without tripping the safety system.

Outcome

The variable returns to band before the alarm, and the drift is logged for the next feed handoff.

safety interlocksprocess controlSCADAsetpoint re-tuningremote assets
Contact sales

Which exception costs your floor the most downtime?

Bring the process, the PLC, and the failure you live with. We'll map the recovery path cognitive control opens up — no script, no invented numbers.