Eagleby Outsource China

Operational performance analytics

AI Production

Monitor output, track targets and ask in plain language.

A real-time workspace that connects production telemetry, quality records and warehouse data. A context-aware conversational assistant, live dashboards and predictive analysis for production managers, plant operators and multi-line factories.

ahead: predictive anomaly warnings
1–4 h
cycle-time drop in the reference deployment
12%
to deploy
Ready

A moment with AI Production

Line 3 is at 87.4% OEE when the assistant flags a likely slowdown two hours out, matches it to a maintenance case from March and proposes the fix. A material delay lands at noon; by 12:10 there is an alternative production sequence on the planner's screen.

The problem it removes

Production, quality and warehouse data sit in separate systems and separate reports.

A slowdown is noticed when the shift report arrives, a defect spike when the customer complains, and dead stock when the audit finds it. The questions are simple; getting the answers is not.

Target vs actual, live01 / 06

Capability 1

Target vs actual, live

Output, capacity, OEE and custom metrics visualised across time periods and operational units, with drill-downs to order-level and itemised logs.

Ask in plain language02 / 06

Capability 2

Ask in plain language

A multilingual conversational assistant grounded in live operational data answers questions about capacity, quality and stock with written answers and charts.

Predictive anomaly warnings03 / 06

Capability 3

Predictive anomaly warnings

Likely disruptions flagged one to four hours ahead and matched to historical cases, with root-cause suggestions.

Dynamic schedule recovery04 / 06

Capability 4

Dynamic schedule recovery

Simulates schedule changes after rush orders, hardware failures or material delays and proposes an alternative sequence.

Closed-loop quality05 / 06

Capability 5

Closed-loop quality

Natural-language quality auditing, defect root-cause localisation across equipment, people and material batches, and verification of fixes.

Warehouse and traceability06 / 06

Capability 6

Warehouse and traceability

Conversational stock queries, FIFO checks on outbound orders, obsolete-inventory reduction and instant end-to-end batch traceability.

How it works

Sense. Understand. Decide. Act.

  1. 01SenseCameras, radar, microphones, environmental and access sensors — chosen for the space, not the brochure.
  2. 02UnderstandVision and speech models run on an edge gateway in the room, so nothing waits for the cloud and nothing leaves it without consent.
  3. 03DecideScene rules and safety policies turn detections into decisions: escalate, notify, actuate, or stay quiet.
  4. 04ActLights, locks, motors, doors, screens, speakers and people — through open protocols and one operations console.

Operations

One console. Every event, with its evidence.

Live status, detections with the clip or image that triggered them, who was notified and what happened next. Per room, per car, per gate, per site.

AI Production console
Specification · NT-02
InputsProduction telemetry, quality records, warehouse and logistics data
AssistantMultilingual, grounded in live data, answers with text and charts
AccessRole-based, aligned with existing enterprise permissions
ExportFindings, charts, trace logs and reports to Excel and PDF
ArchitectureCross-module linkage of production, quality and warehouse data

Integrations

  • MES
  • ERP
  • PLC data
  • Quality records
  • WMS
  • Excel
  • PDF

Deployments

Where it goes to work.

01

Rapid anomaly resolution

Isolates a slowdown, matches it to past maintenance cases and proposes a fix.

02

Automated defect investigation

Traces a defective batch back to its raw material and checks related units and process parameters.

03

Safety stock optimisation

Flags ageing materials and suggests safety stock adjustments from forecast volume.

Questions

What clients ask first.

Which languages does the assistant speak?

The assistant is multilingual; operators ask in their own language and get answers grounded in the same live data.

Does it replace our MES?

No. It links the data from production, quality and warehouse systems you already run and adds the analysis and conversation layer on top.

How does it respect permissions?

Role-based access control mirrors your enterprise permissions, so each user sees the data they are already allowed to see.

NT-02 · AI Production

Tell us about your site. We come back with a design and a written quote.

A floor plan, deck plan, yard layout or garden drawing is the best start. Hardware is sourced from factories Outsource China inspects, and delivered on one contract.

Goes straight to the Eagle team. We reply within one business day with the questions we need answered to design it.