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Home/Industries/Manufacturing
Industry · Manufacturing

Manufacturing

Supply chain replanning, supplier risk, quality and shopfloor analytics — agentic intelligence from plan to plant.

SAP S/4Oracle ERPJDEIgnition
Edge
Deployment
MES
Native
OT-IT
Bridging
Multi-plant
Governance
Where agents create leverage

High-value workflows for Manufacturing

Six high-impact areas where xyner is already deployed in your industry.

Demand planning

Forecast updates, NPI ramp, exception handling.

Supplier risk

Continuous monitoring with news and financial signals.

Quality

NCR triage, RCA assistance, supplier corrective actions.

Maintenance

Work order triage, parts lookup, technician dispatch.

Shopfloor

OEE narratives, anomaly alerts, shift summaries.

Procurement

Tail spend, contract leakage, alternate sourcing.

Built for manufacturing

The right depth, the right controls

xyner brings industry-specific integrations, language coverage, regulatory mappings and deployment options that meet your environment where it is.

  • SAP S/4HANA, Oracle ERP, JDE, IFS
  • MES and historian connectors
  • Edge deployment for plants
  • ISA-95 awareness
SUPPLY QC SHIP SHOPFLOOR · OEE 87% · ANOMALIES 0
How rollouts go

From pilot to enterprise rollout

Customer Success and our partner network deliver guided rollouts — typically starting with one high-value workflow per business unit.

  • Pilot one workflow with one team in 4-6 weeks
  • Measure against a clear KPI baseline
  • Layer policies, approvals and audit
  • Scale to additional workflows and units
1DISCOVER 2DESIGN 3DEPLOY 4OPERATE
How it works

Plant floor to enterprise, in five operations-grade steps.

Agents work across MES, ERP, PLM, WMS and SCADA — without crossing the operational-technology boundary your safety case requires.

1

Sense

Agents ingest signals from MES, SCADA / historians, MES, quality systems and ERP — at edge latency where needed.

2

Decide

Decisions follow your standard operating procedures, safety case constraints and supply-network dynamics.

3

Coordinate

Cross-system orchestration across MES, ERP, PLM, WMS, TMS and partner systems with full traceability.

4

Act safely

OT-system actions — PLC commands, parameter changes — require explicit, time-bounded human authorization. Always.

5

Improve

Outcomes feed back into quality, throughput and reliability models — continuous improvement, instrumented.

Outcomes

What customers measurably ship in Manufacturing.

Real numbers from production deployments across the sector.

99.9%
OEE improvement potential
40%
Faster MTTR
$10M+
Annual savings, mid-size site
Edge
-deployable
Time-to-value

Plant-floor velocity

Quality investigations, line-stop response, changeover support, maintenance dispatch — sub-minute response times at the edge, with full enterprise traceability.

Risk reduction

Supply network agility

Procurement, planning, logistics and supplier management agents collaborate across the network — adapting to disruption faster than your planners can re-spreadsheet.

Industry use cases

How xyner shows up across Manufacturing.

Concrete patterns from production deployments — across the sub-segments and operating models of the sector.

Discrete manufacturing

Quality & deviation

NCR drafting, root-cause investigation, CAPA orchestration with engineering escalation.

Process manufacturing

Batch & recipe

Batch documentation, deviation handling, recipe optimization with safety-case alignment.

Automotive

Supplier & quality

Tier-N supplier risk monitoring, PPAP / APQP documentation, recall coordination.

Aerospace & defense

Compliance & traceability

Configuration management, traceability, export-control screening across the BOM.

Industrial

Maintenance & reliability

Predictive maintenance dispatch, work-order orchestration, spares optimization.

Plant operations

Production planning

Order sequencing, capacity allocation, materials orchestration with edge-resilient execution.

Why xyner

Legacy MES + Excel vs. agentic manufacturing.

MES gets the data. Excel gets the decisions. Agents get the work done — across both, with the safety case intact.

Dimension
Without xyner
With xyner
Coverage
One system at a time
Cross-system across MES, ERP, PLM
OT safety
Often bypassed
Time-bounded explicit authorization
Edge
Cloud-bound
Edge-deployable, sync-resilient
Plant-by-plant
Per-site rollouts
Same agent, plant-scoped
Traceability
Spreadsheet exports
Native, ISO 9001 / 13485 ready
Continuous improvement
Quarterly review
Continuous, instrumented
Shopfloor agents finally make our OT data actionable in real time.
COO · Industrial Manufacturer

Plays well with

SAPOracleSalesforceServiceNowMicrosoft 365SnowflakeDatabricksWorkdayKafkaTeamsSlackJira
FAQ

Common questions, straight answers.

Edge deployment?

Yes — lightweight runtime for plants and branches.

OT/IT integration?

Native MES and historian connectors.

How quickly can we get to first value?

Most customers run their first production workflow in 4-6 weeks using starter packs.

Where is data stored?

Your chosen region. CMK and on-prem options available.

Get started

Ready to put autonomous agents to work?

See xyner in your environment with a guided executive demo.

Request a demo Contact us
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xyner.ai

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