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// Industries · Manufacturing

Manufacturing OEE, quality, predictive maintenance.

INNFINI brings line OEE, predictive maintenance, quality vision, WIP tracking and shop-floor workflows into one operating canvas — connecting MES, SCADA, PLCs, IoT and EAM to one decision layer.

+18%
OEE lift
−47%
Unplanned downtime
−42%
Scrap rate
OEEPdMQualityWIP
Robotic assembly line · KUKA cell ROBOT-01 cycle 12.4 s ROBOT-03 vision · 42 ms
LINE-04 · RUNNING
welding cell · shift 2
uptime · 4h 28m
OEE · LIVE
87%
AV 94
PF 96
QL 96
PREDICTIVE MAINT.
▲ BEARING B-12
RUL · 42 hrs · 2.4σ
QUALITY · VISION AI
99.2%
pass rate
42 ms · 3 stations
// 01 · Problem aware

From fragmented systems to one operational layer.

Today

Stitched together · slow

  • Reactive maintenance schedules
  • Manual scrap-rate reporting
  • Quality misses caught downstream
  • Disconnected MES + EAM
  • Slow shift-handover
With INNFINI

Unified · AI-assisted · audited

  • Predictive failure forecasts
  • Continuous scrap-rate visibility
  • Vision-based defect detection
  • MES ↔ EAM bridge
  • Auto shift reports
// 02 · Solution aware

Measured. Operational.

87%
Live OEE
Across 2 lines, real-time
0.4%
Scrap rate
Vision-trended down
<10ms
Edge inference
On commodity gateways
4hr
Idea → agent
Builder · no-code
// 03 · Vendor aware

Why Innovent.

Built for ops

One platform · not a stitched suite

Identity, data, AI, observability and compliance — engineered in-house and operated end-to-end by Innovent.

  • 38+ native services
  • One audit ledger
  • One operator workbench
Human-governed AI

AI proposes · operator approves

Every recommendation is cited, every approval is logged, every action is reversible. Compliance & audit by design — not after the fact.

  • Cited reasoning
  • Tiered approvals
  • 100% audit traceable
Sovereign-ready

Cloud · private · on-prem · air-gapped

Same platform across deployment models. Customer-managed keys, sovereign data residency, FIPS-aligned crypto.

  • Customer KMS
  • Air-gap supported
  • FIPS · ISO · NIA
// Where it runs

Where it runs.

01 · OEE

Live OEE + WIP

Per-line OEE, WIP throughput, dwell, idle and changeover — surfaced in real time.

  • Per-line OEE
  • WIP throughput
  • Changeover trends
02 · PdM

Predictive maintenance

Vibration, temperature and cycle-count fused into failure-prediction models retrained weekly.

  • MTBF forecasting
  • Auto WO creation
  • Parts pre-order
03 · Quality

Vision-based defect detection

Edge cameras detect surface defects, mis-labels and dimensional drift in real time.

  • Surface defect
  • OCR labels
  • Dimensional drift
// In summary

INNFINI helps manufacturers move from reactive shop-floor monitoring to predictive, AI-assisted operational control.

// 3-year ROI · industry-tuned

Model the savings for your operation.

Slide the knobs, see your payback period, 3-year ROI, where the savings come from, and a cumulative cash-flow curve.

See INNFINI run your operation.

A walkthrough with our solutions team — your systems, your sites, your workflows.

Request demo All industries →