Configure a product
Start with proven product capabilities, your approved information and a defined operating owner. Confirm the required features and plan during discovery.
IndustriesPRODUCTS + CUSTOM ENGINEERING
Industrial & logistics
Connect the operation. Resolve the exception.
Bring orders, inventory, movement, equipment and customer communication into a shared operational picture. We combine AI, custom software and your existing systems to make the next action clear.
For logistics operators, warehouse leaders, manufacturers and supply-chain teams.
SEE HOW THE TECHNOLOGY WORKS
Make a visible event actionable.
Explore the path from a selected camera view to evidence, review and response.
INTERACTIVE WORKFLOWIllustrative engineering scenario
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Observe a defined scene
Choose a suitable camera view, observable event and agreed collection frequency. Establish what the footage can actually show.
Selected camera framesFrames suitable for the agreed analysis
Read the complete workflow
Observe a defined scene
Choose a suitable camera view, observable event and agreed collection frequency. Establish what the footage can actually show.
Selected camera frames → Frames suitable for the agreed analysis
Add analytical context
Apply configured models, zones and event rules. Review detections and thresholds before relying on a metric.
Frames + configured event definitions → A reviewable event and supporting frame
Review and respond
Give the responsible team the evidence, route an agreed follow-up and assess false alerts during the pilot.
Event evidence + response rules → A human-reviewed operational response
FROM BUSINESS PROBLEM TO WORKING SYSTEM
See the work between the steps.
Choose a workflow and inspect the sources, intelligence, review and outcome. These are engineering examples to scope with your team.
ENGINEERING EXAMPLEExplore at your pace
Shipment exception desk
Status updates arrive in different systems while customers and dispatchers ask the same questions.
Source context
Shipment reference, carrier events and the promised service window.
CONNECTED SYSTEMS TO SCOPE
Discuss this workflowTMS · carrier APIs · CRM · Echo
A camera observes a scene; a WMS confirms inventory; a TMS supplies shipment status. Each signal keeps its source and review owner.
A COMPLETE OPERATION, NOT AN ISOLATED DEMO
Three ways to make it yours.
Adopt a product where it fits. Connect it to approved systems. Build a tailored application when the workflow needs more.
Connect the workflow
Map identifiers, permissions, API actions and error paths. Keep the source of truth clear and design an accountable handoff when a system is unavailable.
Build from scratch
Create the portals, mobile experiences, data pipelines and operational interfaces your organisation needs. AI Squad can bring product, design and engineering into one delivery team.
DETAIL YOU CAN EVALUATE
The workflow, fully explained.
Inputs, dependencies and review points remain visible. The measures below are evaluation criteria for your pilot, not claimed customer results.
Shipment exception desk
Status updates arrive in different systems while customers and dispatchers ask the same questions.
- Required inputs
- Shipment reference, carrier events and the promised service window.
- What we configure or build
- Reconcile timestamps, flag a missing milestone and draft a status explanation from the approved source.
- Human responsibility
- Dispatch approves rerouting, revised commitments and customer compensation.
- Delivery outcome
- An assigned exception with its evidence, customer update and next review time.
- How to evaluate
- Track exception age, repeated enquiries and confirmed resolution time.
Inventory & replenishment
A stock figure is difficult to trust when receipts, picks and returns do not reconcile.
- Required inputs
- Item and location identifiers, stock movements, demand and supplier lead times.
- What we configure or build
- Build shared definitions, detect discrepancies and prepare replenishment recommendations with supporting records.
- Human responsibility
- Inventory controllers validate adjustments; buyers approve purchase orders.
- Delivery outcome
- A review queue that links a stock exception to its source movements and decision.
- How to evaluate
- Compare reconciliation effort, exception recurrence and stock availability against your baseline.
From floor evidence to work order
A visible obstruction or recurring equipment issue gets recorded without a clear owner.
- Required inputs
- Selected camera views, sensor events, asset identifiers and maintenance history.
- What we configure or build
- Group related signals, show reviewable evidence and prepare a maintenance request.
- Human responsibility
- An authorized operator confirms the condition and decides whether work can begin.
- Delivery outcome
- A work request connected to the asset, evidence and responsible team.
- How to evaluate
- Measure review latency, repeated alerts and completion receipts; no automatic safety guarantee.
START WITH ONE MEANINGFUL WORKFLOW
Define it. Prove it. Expand it.
We scope the users, systems and decisions first. A pilot produces a working flow, review criteria and a rollout decision—not a promise that every integration is already available.
Scope the first workflowBring your starting point.
One warehouse, route or production process with a named owner
Sample orders, event definitions and access to the relevant systems
Agreed exception categories and permitted follow-up actions
The delivery plan includes
Workflow map · integration contract · test cases · review roles · rollout and support ownership. Scope and timing are agreed after discovery.
BEFORE YOU START
Practical buying questions.
Can we keep our existing systems?
Yes, the starting point is your existing operation. Discovery checks API access, identifiers, authentication and data quality. Where a system cannot support a required action, we agree a safe handoff or a separate integration scope.
Is this a ready-made product or a custom project?
It can combine both. We identify the product capabilities that fit, the configuration required and the engineering work needed around them. Your proposal separates these responsibilities and deliverables.
How do we decide whether the pilot worked?
Agree a baseline, representative test cases, source quality and acceptance criteria before rollout. Review incorrect outputs, failed actions and human effort as well as speed. Expand only when the responsible team accepts the result.